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+

Tutorial 2

+

Physics Informed Neural Networks Part 2

+

1D Heat Equation PINNs Equation Example

+
+ +# Overview + +This notebook is based on two papers: *[Physics-Informed Neural Networks: A Deep LearningFramework for Solving Forward and Inverse ProblemsInvolving Nonlinear Partial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999118307125)* and *[Hidden Physics Models: Machine Learning of NonlinearPartial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999117309014)* with the help of Fergus Shone and Michael Macraild. + +These tutorials will go through solving Partial Differential Equations using Physics Informed Neuaral Networks focusing on the 1D Heat Equation and a more complex example using the Navier Stokes Equation + +**This introduction section is replicated in all PINN tutorial notebooks (please skip if you've already been through)** + +
+ +If you have not already then in your gitbash or terminal please run the following code in the LIFD_ENV_ML_NOTEBOOKS directory via the terminal(mac or linux) or git bash (windows) + +```bash +git submodule init +git submodule update --init --recursive +``` + +**If this does not work please clone the [PINNs](https://github.com/maziarraissi/PINNs) repository into your Physics_Informed_Neural_Networks folder** + + +
+ +
+ +

Physics Informed Neural Networks

+ +For a typical Neural Network using algorithims like gradient descent to look for a hypothesis, data is the only guide, however if the data is noisy or sparse and we already have governing physical models we can use the knowledge we already know to optamize and inform the algoithms. This can be done via [feature enginnering]() or by adding a physicall inconsistency term to the loss function. + + + + + +## The very basics + +If you know nothing about neural networks there is a [toy neural network python code example](https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS/tree/main/ToyNeuralNetwork) included in the [LIFD ENV ML Notebooks Repository]( https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS). Creating a 2 layer neural network to illustrate the fundamentals of how Neural Networks work and the equivlent code using the python machine learning library [tensorflow](https://keras.io/). + + +## Recommended reading + +The in-depth theory behind neural networks will not be covered here as this tutorial is focusing on application of machine learning methods. If you wish to learn more here are some great starting points. + +* [All you need to know on Neural networks](https://towardsdatascience.com/nns-aynk-c34efe37f15a) +* [Introduction to Neural Networks](https://victorzhou.com/blog/intro-to-neural-networks/) +* [Physics Guided Neural Networks](https://towardsdatascience.com/physics-guided-neural-networks-pgnns-8fe9dbad9414) +* [Maziar Rassi's Physics informed GitHub web Page](https://maziarraissi.github.io/PINNs/) + +
+ + +
+ + +
+ +

Machine Learning Theory

+ + + + + +## Physics informed Neural Networks + +Neural networks work by using lots of data to calculate weights and biases from data alone to minimise the loss function enabling them to act as universal fuction approximators. However these loose their robustness when data is limited. However by using know physical laws or empirical validated relationships the solutions from neural networks can be sufficiently constrianed by disregardins no realistic solutions. + +A Physics Informed Nueral Network considers a parameterized and nonlinear partial differential equation in the genral form; + +\begin{align} +u_t + \mathcal{N}[u; \lambda] = 0, x \in \Omega, t \in [0,T],\\ +\end{align} + + +where $\mathcal{u(t,x)}$ denores the hidden solution, $\mathcal{N}$ is a nonlinear differential operator acting on $u$, $\mathcal{\lambda}$ and $\Omega$ is a subset of $\mathbb{R}^D$ (the perscribed data). This set up an encapuslate a wide range of problems such as diffusion processes, conservation laws, advection-diffusion-reaction systems, and kinetic equations and conservation laws. + +Here we will go though this for the 1D headt equation and Navier stokes equations + + +
+ +
+ +

Python

+ + +## Tensorflow + +There are many machine learning python libraries available, [TensorFlow](https://www.tensorflow.org/) a is one such library. If you have GPUs on the machine you are using TensorFlow will automatically use them and run the code even faster! + +## Further Reading + +* [Running Jupyter Notebooks](https://jupyter.readthedocs.io/en/latest/running.html#running) +* [Tensorflow optimizers](https://www.tutorialspoint.com/tensorflow/tensorflow_optimizers.htm) + +
+ +
+ +
+ +

Requirements

+ +These notebooks should run with the following requirements satisfied + +

Python Packages:

+ +* Python 3 +* tensorflow > 2 +* numpy +* matplotlib +* scipy + +

Data Requirements

+ +This notebook referes to some data included in the git hub repositroy + +
+ + +**Contents:** + +1. [1D Heat Equation Non ML Example](PINNs_1DHeatEquations_nonML.ipynb) +2. **[1D Heat Equation PINN Example](PINNs_1DEquationExample.ipynb)** + * [1D Heat Equation Forwards](#1D-Heat-Equation-Forwards) + * [1D Heat Equation Inverse](#1D-Heat-Equation-Inverse) +3. [Navier-Stokes PINNs discovery of PDE’s](PINNs_NavierStokes_example.ipynb) +4. [Navier-Stokes PINNs Hidden Fluid Mechanics](PINNs_NavierStokes_HFM.ipynb) + + + +
+Load in all required modules (includig some auxillary code) and turn off warnings. +
+ + +```python +# For readability: disable warnings +import warnings +warnings.filterwarnings('ignore') +``` + + +```python +import sys +import os +sys.path.insert(0, 'PINNs/Utilities/') +import tensorflow as tf +import numpy as np +import matplotlib.pyplot as plt +import scipy.io +from scipy.interpolate import griddata +import time +from itertools import product, combinations +from mpl_toolkits.mplot3d import Axes3D +from mpl_toolkits.mplot3d.art3d import Poly3DCollection +from mpl_toolkits.axes_grid1 import make_axes_locatable +import matplotlib.gridspec as gridspec +from time import time +import scipy.sparse as sp +import scipy.sparse.linalg as la +import subprocess +subprocess.check_call([sys.executable, "-m", "pip", "install", "pyDOE"]) +from pyDOE import lhs +``` + + 2021-08-11 22:19:27.026362: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory + 2021-08-11 22:19:27.026385: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. + + + Requirement already satisfied: pyDOE in /home/helen/anaconda3/envs/GP/lib/python3.8/site-packages (0.3.8) + Requirement already satisfied: scipy in /home/helen/anaconda3/envs/GP/lib/python3.8/site-packages (from pyDOE) (1.7.0) + Requirement already satisfied: numpy in /home/helen/anaconda3/envs/GP/lib/python3.8/site-packages (from pyDOE) (1.21.0) + + +
+ +# Solving 1D heat equations via Neural Networks + +# 1D Heat Equation Forwards + +
+ +**Model Problem: 1D Heat Equation** + +We begin by describing the first model problem - the one-dimensional heat equation. + +The heat equation is the prototypical parabolic partial differential equation and can be applied to modelling the diffusion of heat through a given region, hence its name. Read more about the heat equation here: https://en.wikipedia.org/wiki/Heat_equation. + +In 1D, the heat equation can be written as: + +\begin{equation} +\frac{\partial u}{\partial t} = k \frac{\partial^2 u}{\partial x^2 }, +\end{equation} + +where $k$ is a material parameter called the coefficient of thermal diffusivitiy. + +This equation can be solved using numerical methods, such as finite differences or finite elements. For this notebook, we have solved the above equation numerically on a domain of $x \in [0,1]$ and $t \in [0, 0.25]$. Solving this equation numerically gives us a spatiomtemporal domain $(x,t)$ and corresponding values of the solution $u$. + +
+ +
+ + +Here we will describe the architecture of the PINN we use to solve the 1D heat equation in this notebook. +![PINNS.png](PINNS.png) + + +Net U in the above diagram approximations a function that maps from $(x,t) \mapsto u$. $\sigma$ represents the biases and weights for the each neuron of the network. These $\sigma$ values are the network parameters that are updated after each iteration. AD means Automatic Differentiation - this is the chain rule-based differentiation procedure that allows for differentiation of network outputs with respect to its inputs, e.g. differenting $u$ with respect to $x$, or calculating $\frac{\partial u}{\partial x}$. The I node in the AD section represents the identity operation, i.e. keeping $u$ fixed without applying any differentiation. + +After the automatic differentiation part of the network, we have two separate loss function components - the data loss and the PDE loss. The data loss term is calculated by finding the difference between the network outputs/predictions $u$ and the ground truth values of $u$, which could come from simulation or experiment. The data loss term enforces the network outputs to match known data points, which are represented by the pink box labelled "Data". The PDE loss term is where we add the "physics-informed" part of the network. Using automatic differentiation, we are able to calculate derivatives of our network outputs, and so we are able to construct a loss function that enforces the network to match the PDE that is known to govern the system. In this case, the PDE loss term is defined as: + +\begin{equation} +f = \frac{\partial u}{\partial t} - k \frac{\partial^2 u}{\partial x^2 }, +\end{equation} + +where f is the residual of the 1D heat equation. By demanding that $f$ is minimised as our network train, we ensure that the network outputs obey the underlying PDE that governs the system. We then calculate the total loss of the system as a sum of the data loss and the PDE loss. + +The loss is calculated after each pass through the network and when it is above a certain tolerance, the weights and biases are updated using a gradient descent step. When the loss falls below the tolerance the network is trained. In inference mode, we can then input a fine mesh of spatiomteporal coordinates and the network will find the solution at each of these points. + +
+ +
+
+ +**$u(x,t)$** can then be defined below as the function `net_u` and the physics informed neural network **$f(x,t)$** is outline in function `net_f` + +`neural_net()` constructs the network U where X is a matrix containing the input and output coordinates, i.e. x,t,u +and X is normalised so that all values lie between -1 and 1, this improves training + +`net_u()` constructs a network that takes input x,t and outputs the solution u + +`net_f()` the f network is where the PDE is encoded: + +1. we read in the value of k first so that it can be included in the equations +2. then we evaluate u for the X_f input coordinates (collocation points) +3. then we use tensorflow differentiation to calculate the derivatives of the solution +4. finally we encode the PDE in residual form, as f->0, u_t = k*u_xx, which is the governing eq + +
+ + +```python + +def neural_net(X, weights, biases,lb,ub): + num_layers = len(weights) + 1 + + H = 2.0*(X - lb)/(ub - lb) - 1.0 + for l in range(0,num_layers-2): + W = weights[l] + b = biases[l] + H = tf.tanh(tf.add(tf.matmul(H, W), b)) + W = weights[-1] + b = biases[-1] + Y = tf.add(tf.matmul(H, W), b) + return Y + +def net_u(x_tf, t_tf, weights, biases, lb, ub): + u = neural_net(tf.concat([x_tf,t_tf],1), weights, biases, lb, ub) + return u + + +def net_f(x_tf, t_tf, weights, biases,lb, ub,k): + u = net_u(x_tf,t_tf,weights, biases, lb, ub) + u_t = tf.gradients(u, t_tf)[0] + u_x = tf.gradients(u, x_tf)[0] + u_xx = tf.gradients(u_x, x_tf)[0] + f = k*u_xx + return f +``` + +
+
+ +### Intialise everying + +the `init` function will take our gridded data X and U initialised it building our neural networks from the functions defined above ready to train the model + +Variables to be deffined here: + +`X_u`: Input coordinates, e.g. spatial and temporal coordinates. + +`u`: Output corresponding to each input coordinate. + +`X_f`: Collocation points at which the governing equations are satisfied. These coordinates will have the same format as the X_u coordinates, e.g. $(x,t)$. + +layers: Specifies the structure of the u network. + +`lb`: Vector containing the lower bound of all of the coordinate variables, e.g. $x_{min}$, $t_{min}$. + +`ub`: Vector containing the upper bound of all of the coordinate variables, e.g. $x_{max}$, $t_{max}$. + +`k`: This is the constant material parameter for this specific problem. For this problem, the heat equation, $k$ represents thermal diffusivity. + + + +
+ +
+ +# Advanced + + +Once you have run through the notebook once you may wish to alter the optamizer used in the `init()` function to see the large effect optamizer choice may have. + +We've highlighted in the comments a number of possible optamizers to use from the [tf.compat.v1.train](https://www.tensorflow.org/api_docs/python/tf/compat/v1/train) module. +*This method was chosen to limit tensorflow version modifications required from the original source code* + +You can learn more about different optamizers [here](https://towardsdatascience.com/optimizers-for-training-neural-network-59450d71caf6) + +
+ +# init + + +```python +## the initialisation type can be played with, however we kept it as in the original code +def xavier_init( size): + in_dim = size[0] + out_dim = size[1] + xavier_stddev = np.sqrt(2/(in_dim + out_dim)) + return tf.Variable(tf.random.truncated_normal([in_dim, out_dim], stddev=xavier_stddev), dtype=tf.float32) + +def initialize_NN( layers): + weights = [] + biases = [] + num_layers = len(layers) + for l in range(0,num_layers-1): + W = xavier_init(size=[layers[l], layers[l+1]]) + b = tf.Variable(tf.zeros([1,layers[l+1]], dtype=tf.float32), dtype=tf.float32) + weights.append(W) + biases.append(b) + return weights, biases + +def init(X, u, layers, lb, ub, k): + # This line of code is required to prevent some tensorflow errors arrising from the + # inclusion of some tensorflw v 1 code + tf.compat.v1.disable_eager_execution() + + + ## lb and ub denote lower and upper bounds on the inputs to the network + # these bounds are used to normalise the network variables + + + ## the first two columns of X contain x_u and t_u + x = X[:,0:1] + t = X[:,1:2] + + + layers = layers + + # Initialize NN + weights, biases = initialize_NN(layers) + + # tf placeholders and graph + ## This converts the data into a Tensorflow format + sess = tf.compat.v1.Session(config=tf.compat.v1.ConfigProto(allow_soft_placement=True, + log_device_placement=True)) + + x_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, x.shape[1]]) + t_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, t.shape[1]]) + u_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, u.shape[1]]) + + # u predictions take the input coordinates x_u and t_u and calculate the corresponding u value + u_pred = net_u(x_tf, t_tf,weights, biases, lb, ub) + # f predictions take the input coordinates x_f and t_f and calculate the corresponding f value + f_pred = net_f(x_tf, t_tf,weights, biases,lb, ub,k) + + ## the loss function is defined by the sum of the prediction loss: u-u_pred + ## and the PDE loss: f_pred + ## the PDE loss only requires one term, as it is a residual and tends to zero + loss_PDE = tf.reduce_mean(tf.square(f_pred)) + loss_data = tf.reduce_mean(tf.square(u_tf - u_pred)) + loss = loss_PDE + 5*loss_data + + ############################################################################################## + # # + ## the optimizer is something that can be tuned to different requirements # + ## we have not investigated using different optimizers, the orignal code uses L-BFGS-B which # + ## is not tensorflow 2 compatible # + # # + # SELECT OPTAMIZER BY UNCOMMENTING OUT one of the below lines AND RERUNNING CODE # + # You can alsoe edit the learning rate to see the effect of that # + # # + ############################################################################################## + + learning_rate = 0.001 + optimizer = tf.compat.v1.train.MomentumOptimizer(learning_rate, 0.9) + # optimizer = tf.compat.v1.train.AdagradOptimizer(learning_rate) # 8 % + # optimizer = tf.compat.v1.train.ProximalGradientDescentOptimizer(learning_rate) + # optimizer = tf.compat.v1.train.GradientDescentOptimizer(learning_rate) + # optimizer = tf.compat.v1.train.AdadeltaOptimizer(learning_rate) # yeilds poor results + # ptimizer = tf.compat.v1.train.FtrlOptimizer(learning_rate) + + + + + # LEAVE THESE OPIMISERS ALONE + optimizer_Adam = tf.compat.v1.train.AdamOptimizer() + train_op_Adam = optimizer_Adam.minimize(loss) + + init = tf.compat.v1.global_variables_initializer() + sess.run(init) + xvars = [X, lb, ub, x, t, u] + NNvars = [layers, weights, biases] + tfvars = [sess, x_tf, t_tf ,u_tf] + preds = [u_pred, f_pred] + optvars = [loss, optimizer,optimizer_Adam,train_op_Adam] + return xvars, NNvars, tfvars, preds, optvars +``` + +
+ +# Load data and set input parameters + +A feedforward neural network of the following structure is assumed: +- the input is scaled elementwise to lie in the interval $[-1, 1]$, +- followed by 8 fully connected layers each containing 20 neurons and each followed by a hyperbolic tangent activation function, +- one fully connected output layer. + +This setting results in a network with a first hidden layer: $2 \cdot 20 + 20 = 60$; $9$ intermediate layers: each $20 \cdot 20 + 20 = 540$; output layer: $20 \cdot 1 + 1 = 21$). + + +
+ +
+ +# Number of collocation points + +`2000` colloction points is the default setting for this example this can be increased to improve results at cost of computational speed. The original work set this `N_u=10000` running on GPU's in a few minutes. + + +The network takes in data in coordinate pairs: $(x,t) \mapsto u$. +
+ +
+ +Once you have run through the notebook once you may wish to alter any the following + +- number of data training points `N_u` +- number of collocation training points `N_f` +- number of layers in the network `layers` +- number of neurons per layer `layers` + +
+ + +```python +k = 1 +N_u = 100 #100 # number of data points +N_f = 2000 # Coloaction points +# structure of network: two inputs (x,t) and one output u +# 8 fully connected layers with 20 nodes per layer +layers = [2, 20, 20, 20, 20, 20, 20, 20, 20, 1] +``` + + +```python +data = scipy.io.loadmat("Data/heatEquation_data.mat") +t = data['t'].flatten()[:,None] # read in t and flatten into column vector +x = data['x'].flatten()[:,None] # read in x and flatten into column vector + # Exact represents the exact solution to the problem, from the Matlab script provided +Exact = np.real(data['usol']).T # Exact has structure of nx times nt + + +print("usol shape = ", Exact.shape) + +# We need to find all the x,t coordinate pairs in the domain +X, T = np.meshgrid(x,t) + +# Flatten the coordinate grid into pairs of x,t coordinates +X_star = np.hstack((X.flatten()[:,None], T.flatten()[:,None])) # coordinates x,t +u_star = Exact.flatten()[:,None] # corresponding solution value with each coordinate + + +print("X has shape ", X.shape, ", X_star has shape ", X_star.shape) + +# Doman bounds (-1,1) +lb = X_star.min(0) +ub = X_star.max(0) + +print("Lower bounds of x,t: ", lb) +print("Upper bounds of x,t: ", ub) + +## train using internal points +X_u_train = X_star +u_train = u_star + +## Generate collocation points using Latin Hypercube sampling within the bounds of the spationtemporal coordinates +# Generate N_f x,t coordinates within range of upper and lower bounds +X_f_train = lb + (ub-lb)*lhs(2, N_f) # the 2 denotes the number of coordinates we have - x,t + +## In addition, we add the X_u_train coordinats from the boundaries to the X_f coordinate set +X_f_train = np.vstack((X_f_train, X_u_train)) # stack up all training x,t coordinates for u and f + +## We downsample the boundary data to leave N_u randomly distributed points +## This makes the training more difficult - +## if we used all the points then there is not much for the network to do! +idx = np.random.choice(X_star.shape[0], N_u, replace=False) +X_u_train = X_star[idx,:] +u_train = u_star[idx,:] + +``` + + usol shape = (51, 101) + X has shape (51, 101) , X_star has shape (5151, 2) + Lower bounds of x,t: [0. 0.] + Upper bounds of x,t: [1. 0.25] + + + +```python +## making a plot to show the distribution of training data +plt.scatter(X_f_train[:,1], X_f_train[:,0], marker='x', color='red',alpha=0.1) +plt.scatter(X_u_train[:,1], X_u_train[:,0], marker='x', color='black') +plt.xlabel('x') +plt.ylabel('t') +plt.title('Data points and collocation points (red crosses)') +plt.legend(['Collocation Points', 'Data Points']) +plt.show() +``` + + + +![png](PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_20_0.png) + + + +
+ +# Initalise the neural network + +`init` is called passing in the training data `X_u_train` and `u_train` with information about the neural network layers and bounds `lb` `ub` + +# Extract vars + +`init` reformats some of the data and outputs model features that we need to pass into the training function `train` + +
+ + +```python +xvars, NNvars, tfvars, preds, optvars = init(X_u_train, u_train, layers, lb, ub,k) +X, lb, ub, x, t, u = xvars +layers, weights, biases=NNvars +sess, x_tf, t_tf ,u_tf=tfvars +u_pred, f_pred,=preds +loss, optimizer,optimizer_Adam,train_op_Adam = optvars +``` + + Device mapping: no known devices. + + + 2021-08-11 22:19:29.516008: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA + To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. + 2021-08-11 22:19:29.516537: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory + 2021-08-11 22:19:29.516552: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303) + 2021-08-11 22:19:29.516570: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (marvin): /proc/driver/nvidia/version does not exist + + + truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_2/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_3/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_3/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_4/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_4/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_5/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_5/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_6/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_6/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_7/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_7/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_8/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_8/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_1: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_2: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_3: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_3: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_4: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_4: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_5: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_5: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_6: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_6: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_7: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_7: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_8: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + sub_2: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truediv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + sub_3: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_9: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_8: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_10: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_9: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_11: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_10: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_12: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_11: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_13: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_12: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_14: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_13: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_15: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_14: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_16: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Tanh_15: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + MatMul_17: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + Add_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Add_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_17_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_17_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_17_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_15_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients/MatMul_15_grad/MatMul_1: (MatMul): 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(Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): 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gradients_3/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_4_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Sum_1: 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/mod: 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gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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Variable_2/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Adam_1/Initializer/zeros: (Const): /job:localhost + + 2021-08-11 22:19:30.635593: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635620: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635626: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635630: I tensorflow/core/common_runtime/placer.cc:114] Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635635: I tensorflow/core/common_runtime/placer.cc:114] Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635639: I tensorflow/core/common_runtime/placer.cc:114] Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635643: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635647: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635651: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635655: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635660: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635664: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635669: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635673: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635676: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635681: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635684: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635688: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635692: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635697: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635701: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635705: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635709: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635713: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635717: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635722: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635726: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635731: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635735: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635739: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635743: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635747: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635751: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635755: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635759: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635762: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635767: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635771: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635775: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635779: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635783: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635787: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635791: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635795: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635804: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635812: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635819: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635826: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635833: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635842: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635849: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635858: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635865: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635871: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635878: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635886: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635894: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635902: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635909: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635915: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635921: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635925: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635929: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635933: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635937: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635941: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635946: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635950: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635953: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635958: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635962: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635965: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635970: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635975: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635979: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635984: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635988: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635991: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.635996: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636000: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636007: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636013: I tensorflow/core/common_runtime/placer.cc:114] concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636017: I tensorflow/core/common_runtime/placer.cc:114] sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636022: I tensorflow/core/common_runtime/placer.cc:114] mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636026: I tensorflow/core/common_runtime/placer.cc:114] truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636031: I tensorflow/core/common_runtime/placer.cc:114] sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636034: I tensorflow/core/common_runtime/placer.cc:114] MatMul/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636039: I tensorflow/core/common_runtime/placer.cc:114] MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636045: I tensorflow/core/common_runtime/placer.cc:114] Add/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636051: I tensorflow/core/common_runtime/placer.cc:114] Add: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636055: I tensorflow/core/common_runtime/placer.cc:114] Tanh: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636060: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636065: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636069: I tensorflow/core/common_runtime/placer.cc:114] Add_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636076: I tensorflow/core/common_runtime/placer.cc:114] Add_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636081: I tensorflow/core/common_runtime/placer.cc:114] Tanh_1: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636085: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636089: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636093: I tensorflow/core/common_runtime/placer.cc:114] Add_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636099: I tensorflow/core/common_runtime/placer.cc:114] Add_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636106: I tensorflow/core/common_runtime/placer.cc:114] Tanh_2: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636110: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636115: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636118: I tensorflow/core/common_runtime/placer.cc:114] Add_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636122: I tensorflow/core/common_runtime/placer.cc:114] Add_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636129: I tensorflow/core/common_runtime/placer.cc:114] Tanh_3: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636136: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636143: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636149: I tensorflow/core/common_runtime/placer.cc:114] Add_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636157: I tensorflow/core/common_runtime/placer.cc:114] Add_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636162: I tensorflow/core/common_runtime/placer.cc:114] Tanh_4: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636165: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636169: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636175: I tensorflow/core/common_runtime/placer.cc:114] Add_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636181: I tensorflow/core/common_runtime/placer.cc:114] Add_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636186: I tensorflow/core/common_runtime/placer.cc:114] Tanh_5: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636189: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636193: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636197: I tensorflow/core/common_runtime/placer.cc:114] Add_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636201: I tensorflow/core/common_runtime/placer.cc:114] Add_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636205: I tensorflow/core/common_runtime/placer.cc:114] Tanh_6: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636210: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636216: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636220: I tensorflow/core/common_runtime/placer.cc:114] Add_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636224: I tensorflow/core/common_runtime/placer.cc:114] Add_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636228: I tensorflow/core/common_runtime/placer.cc:114] Tanh_7: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636233: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636237: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636242: I tensorflow/core/common_runtime/placer.cc:114] Add_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636248: I tensorflow/core/common_runtime/placer.cc:114] Add_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636253: I tensorflow/core/common_runtime/placer.cc:114] concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636257: I tensorflow/core/common_runtime/placer.cc:114] sub_2: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636263: I tensorflow/core/common_runtime/placer.cc:114] mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636270: I tensorflow/core/common_runtime/placer.cc:114] truediv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636275: I tensorflow/core/common_runtime/placer.cc:114] sub_3: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636279: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636287: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636294: I tensorflow/core/common_runtime/placer.cc:114] Add_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636301: I tensorflow/core/common_runtime/placer.cc:114] Add_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636306: I tensorflow/core/common_runtime/placer.cc:114] Tanh_8: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636310: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636314: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636318: I tensorflow/core/common_runtime/placer.cc:114] Add_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636323: I tensorflow/core/common_runtime/placer.cc:114] Add_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636330: I tensorflow/core/common_runtime/placer.cc:114] Tanh_9: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636333: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636338: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636341: I tensorflow/core/common_runtime/placer.cc:114] Add_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636346: I tensorflow/core/common_runtime/placer.cc:114] Add_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636354: I tensorflow/core/common_runtime/placer.cc:114] Tanh_10: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636361: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636369: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636375: I tensorflow/core/common_runtime/placer.cc:114] Add_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636384: I tensorflow/core/common_runtime/placer.cc:114] Add_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636391: I tensorflow/core/common_runtime/placer.cc:114] Tanh_11: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636397: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636402: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636406: I tensorflow/core/common_runtime/placer.cc:114] Add_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636410: I tensorflow/core/common_runtime/placer.cc:114] Add_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636416: I tensorflow/core/common_runtime/placer.cc:114] Tanh_12: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636421: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636426: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636429: I tensorflow/core/common_runtime/placer.cc:114] Add_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636433: I tensorflow/core/common_runtime/placer.cc:114] Add_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636438: I tensorflow/core/common_runtime/placer.cc:114] Tanh_13: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636441: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636446: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636452: I tensorflow/core/common_runtime/placer.cc:114] Add_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636456: I tensorflow/core/common_runtime/placer.cc:114] Add_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636461: I tensorflow/core/common_runtime/placer.cc:114] Tanh_14: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636464: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636471: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636476: I tensorflow/core/common_runtime/placer.cc:114] Add_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636483: I tensorflow/core/common_runtime/placer.cc:114] Add_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636490: I tensorflow/core/common_runtime/placer.cc:114] Tanh_15: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636494: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636498: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636501: I tensorflow/core/common_runtime/placer.cc:114] Add_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636507: I tensorflow/core/common_runtime/placer.cc:114] Add_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636515: I tensorflow/core/common_runtime/placer.cc:114] gradients/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636519: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636523: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636526: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636533: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636539: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636545: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636552: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636558: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636565: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_17_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636570: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_17_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636577: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636584: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636591: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636597: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636603: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636608: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636613: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.636619: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637639: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637643: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637649: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637653: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637657: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637660: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637689: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637692: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637698: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637703: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637708: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637715: 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637804: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637809: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637813: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637817: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637820: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637824: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637830: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637836: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637842: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637849: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637856: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637862: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637868: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637872: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637876: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637937: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637941: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637944: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637947: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637951: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637957: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637962: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637966: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637969: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637973: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637976: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637980: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637984: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637990: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.637994: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Shape: (Shape): 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2021-08-11 22:19:30.638331: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638334: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638338: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638342: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638348: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638351: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638355: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638359: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638363: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638369: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638375: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638382: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638388: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638394: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638401: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638406: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638410: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638833: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638842: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638848: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638852: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638856: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638859: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638864: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638869: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638873: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Reshape: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638922: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.638926: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639276: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639286: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639290: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639293: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639297: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639300: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639304: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639309: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639316: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639322: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639329: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639335: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639339: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): 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2021-08-11 22:19:30.639364: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639369: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639374: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639599: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639607: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639613: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639620: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639624: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639627: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639631: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639634: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639638: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639644: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639649: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639652: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639655: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639659: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639665: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639669: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639673: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639679: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:19:30.639837: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639843: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639850: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639856: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639862: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639868: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639874: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639881: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639887: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639894: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639900: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639905: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639911: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639915: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639918: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639922: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639925: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639929: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.639932: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640377: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640385: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range: (Range): 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2021-08-11 22:19:30.640410: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640414: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640420: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640424: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640428: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640431: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640435: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640441: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640445: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640450: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640457: I tensorflow/core/common_runtime/placer.cc:114] 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640819: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640824: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640827: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640831: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640834: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): 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22:19:30.640859: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640863: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640868: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640874: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640881: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640887: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640892: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640898: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.640903: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641197: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641204: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641207: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641211: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641215: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641218: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641222: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641225: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641230: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641235: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641239: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641243: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641620: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641626: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641630: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641636: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.641641: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_2/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643286: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643289: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643293: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643296: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643299: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643303: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643306: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643310: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643313: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643317: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643323: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643326: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643330: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643824: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643833: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643838: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643842: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643845: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643849: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643855: I tensorflow/core/common_runtime/placer.cc:114] mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643861: I tensorflow/core/common_runtime/placer.cc:114] Square: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643869: I tensorflow/core/common_runtime/placer.cc:114] Mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643877: I tensorflow/core/common_runtime/placer.cc:114] sub_4: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643885: I tensorflow/core/common_runtime/placer.cc:114] Square_1: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643892: I tensorflow/core/common_runtime/placer.cc:114] Mean_1: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643899: I tensorflow/core/common_runtime/placer.cc:114] mul_3: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643903: I tensorflow/core/common_runtime/placer.cc:114] add_18: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643908: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643912: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643924: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643929: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643933: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643938: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643942: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643949: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643954: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643958: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.643965: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644259: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644268: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644273: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644277: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644283: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644291: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644298: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644306: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644314: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644320: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644325: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644332: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644336: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644341: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644345: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644350: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644362: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644366: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644380: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644388: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644395: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644579: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644583: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644588: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644592: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644596: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644600: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644604: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644609: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644613: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644617: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644622: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644629: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644638: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644647: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644654: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644661: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644669: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644677: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644685: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644692: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644700: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644846: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644857: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644865: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644872: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644877: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644882: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644888: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644893: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644897: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644901: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644907: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644913: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644917: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644930: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644937: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644945: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644951: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644957: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644963: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644971: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.644977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646534: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646543: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646552: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646557: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646562: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646566: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646571: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/group_deps: (NoOp): 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gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646642: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646646: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.646651: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657807: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape_1: (Shape): 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gradients_3/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657908: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657915: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657935: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657943: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657951: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657975: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.657982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658473: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658478: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658483: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658501: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658516: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.658520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659103: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659113: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659127: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659135: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659151: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659160: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659169: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659178: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659193: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659198: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659203: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659213: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659218: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659225: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659231: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659236: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659240: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659470: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659479: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659488: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659493: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659498: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659504: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659509: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659513: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659517: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659521: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range: (Range): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659553: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659558: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659563: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659567: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659577: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659581: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659953: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659966: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659972: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659986: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659991: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.659996: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660000: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660004: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660009: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660016: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_4_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660054: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660059: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660273: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660279: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660284: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660289: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660294: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660302: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660308: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660312: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660321: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660325: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660331: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660335: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660344: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660349: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660354: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660358: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660363: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660381: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660634: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660640: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660645: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660648: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660653: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660658: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660663: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660671: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660676: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660685: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660694: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660699: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.660709: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): 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gradients_3/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661094: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661099: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661104: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661108: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661115: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/Sum: (Sum): 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gradients_3/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661148: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661153: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661157: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661163: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661323: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661328: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661333: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661337: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661342: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661356: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661363: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661369: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661374: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661379: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): 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gradients_3/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661622: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661627: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661631: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661640: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661676: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661684: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661689: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:19:30.661973: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661978: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661987: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661993: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.661997: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662260: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662268: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662304: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662309: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662314: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662318: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662323: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_1_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662327: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662335: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.662344: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667286: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667292: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667303: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Reshape_grad/Shape: (Shape): 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gradients_3/Add_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667344: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667349: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667353: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667361: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667366: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667371: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667542: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667548: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum: (Sum): 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gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667580: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667585: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667590: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667595: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667623: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667628: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.667632: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668045: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668052: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668056: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668061: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668067: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668073: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668078: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668083: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668087: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668091: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668095: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668100: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668136: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668141: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668145: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668392: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668399: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668404: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668408: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.668413: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669273: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669278: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669283: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669288: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669320: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669684: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669696: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669701: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669707: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669712: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669716: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669721: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669726: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669730: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669741: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669746: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669776: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.669782: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670179: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670185: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670190: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670195: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670200: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670205: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.670209: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671121: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671125: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671129: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671134: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671139: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671629: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671636: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671645: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.671654: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.672037: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.672041: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.672047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.672051: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): 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2021-08-11 22:19:30.672968: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673031: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673050: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673060: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673068: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673076: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673083: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673091: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673098: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673104: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673260: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673268: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673289: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673439: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673447: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673455: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673464: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673530: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673538: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673546: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673555: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673563: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673571: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673580: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673588: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673595: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673605: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673623: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673633: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673686: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673695: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673703: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673712: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673720: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673737: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673745: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673751: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673758: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673764: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673780: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673832: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673839: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673847: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673855: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673886: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673891: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673895: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673901: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673906: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673910: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673915: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673924: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.673997: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674003: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674008: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674012: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674017: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674022: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674027: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674032: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674036: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674065: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674070: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674075: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674080: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674129: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674134: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674139: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674177: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674182: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674192: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674197: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674202: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674207: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674213: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674217: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674222: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674227: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.674231: I tensorflow/core/common_runtime/placer.cc:114] 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(Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676446: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676459: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676466: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676483: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676492: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676502: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676511: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676516: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676522: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676531: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676552: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.676562: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.677095: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.677104: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.677114: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.677123: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679035: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679040: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679369: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): 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gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679448: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679456: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679463: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679470: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): 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gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.679512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680016: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680035: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680053: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680059: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680067: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680072: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680154: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680398: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680414: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680424: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680432: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680437: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680441: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680446: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680450: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680465: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680473: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680491: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680499: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680504: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680509: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680517: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680523: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680528: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680532: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680537: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680863: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680879: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680889: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680903: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680908: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680930: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680936: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680940: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680950: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680958: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680970: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680980: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680989: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.680997: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681003: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681008: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681380: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681396: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681404: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681409: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681414: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681419: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681425: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681435: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681444: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681453: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681461: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681469: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681479: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681491: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:19:30.681773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681781: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681790: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681798: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681805: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681814: 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gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681879: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681887: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681895: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681904: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.681911: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682272: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682284: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682293: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682301: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682309: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682371: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682379: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682386: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682393: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682740: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682744: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682749: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682762: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682767: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682772: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682777: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682785: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682793: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682802: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682811: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682819: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682827: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682832: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.682836: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683081: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683090: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683097: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683104: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:19:30.683139: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683145: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683151: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683156: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683160: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683164: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683181: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683189: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683198: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683204: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683525: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683535: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683542: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683549: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683555: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683562: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683567: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683576: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683581: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683587: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683593: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683597: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683602: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683608: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683615: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683622: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683630: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683638: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_14: (AddN): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683882: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683888: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683902: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683907: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683911: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683915: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683924: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683931: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683936: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683941: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683946: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683950: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683954: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683958: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683963: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683969: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683973: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.683983: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684273: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684284: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684291: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684299: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684307: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684312: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684322: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684328: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684333: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_19: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684337: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684341: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684361: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_20: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684365: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_13_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684369: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_21: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684374: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_22: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684381: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684386: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684396: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684403: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684746: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684822: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684828: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684835: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684843: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684851: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.684857: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686050: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686055: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686113: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686123: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686131: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686138: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686146: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686153: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686158: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686163: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686167: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686180: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686188: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686196: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686202: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686209: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686216: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686222: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686226: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686234: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686240: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686244: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Read/ReadVariableOp: (ReadVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686506: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686509: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686513: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686519: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686530: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686574: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686578: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686583: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686589: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686595: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686603: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686609: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686615: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686739: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686748: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686755: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686761: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686765: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686769: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686774: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686780: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686784: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686787: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686791: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686795: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686799: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686805: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686809: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686812: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686818: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686823: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686829: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686835: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686842: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.686847: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687155: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687164: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687171: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687176: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687181: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687187: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687191: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687195: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687201: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687208: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687216: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687222: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687228: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Read/ReadVariableOp: (ReadVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687269: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687276: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687279: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687528: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687536: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687543: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687549: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687555: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687559: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687563: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687567: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687571: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687574: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687578: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687582: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687588: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687592: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687596: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687599: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687604: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687610: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Read/ReadVariableOp: (ReadVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687792: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687797: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687802: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687807: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687811: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687816: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687823: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687830: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687836: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687843: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687848: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687854: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687861: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687865: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687868: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687872: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687876: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687881: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687888: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.687895: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688123: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688129: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_1/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688133: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_1/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688136: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_1/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688143: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_2/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688147: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_2/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688150: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_2/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688154: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_3/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688160: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_3/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688166: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_3/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688172: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_4/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688179: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_4/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688185: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_4/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688191: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_5/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688196: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_5/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688200: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_5/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688204: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_6/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688207: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_6/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688211: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_6/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688215: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_7/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688221: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_7/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688397: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_7/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688405: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_8/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688411: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_8/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688417: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_8/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688422: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_9/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688428: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_9/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688434: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_9/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688440: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688445: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688450: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688457: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_11/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688464: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_11/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688470: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_11/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688476: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_12/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688483: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_12/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688489: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_12/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688493: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_13/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688497: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_13/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688500: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_13/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688504: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_14/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688508: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_14/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688758: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_14/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688767: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688773: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688780: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688784: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688787: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688791: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688795: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688801: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688805: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688808: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688812: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688816: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688821: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688826: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688830: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688834: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688840: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688849: I tensorflow/core/common_runtime/placer.cc:114] Adam: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688857: I tensorflow/core/common_runtime/placer.cc:114] init: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688867: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688875: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.688882: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689757: I tensorflow/core/common_runtime/placer.cc:114] Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689794: I tensorflow/core/common_runtime/placer.cc:114] zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689811: I tensorflow/core/common_runtime/placer.cc:114] Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689821: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689828: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689836: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689843: I tensorflow/core/common_runtime/placer.cc:114] Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689852: I tensorflow/core/common_runtime/placer.cc:114] zeros_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689860: I tensorflow/core/common_runtime/placer.cc:114] Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689869: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689878: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689886: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689893: I tensorflow/core/common_runtime/placer.cc:114] Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689901: I tensorflow/core/common_runtime/placer.cc:114] zeros_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689908: I tensorflow/core/common_runtime/placer.cc:114] Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689916: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689924: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689932: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689939: I tensorflow/core/common_runtime/placer.cc:114] Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689946: I tensorflow/core/common_runtime/placer.cc:114] zeros_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689953: I tensorflow/core/common_runtime/placer.cc:114] Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689961: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689969: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689977: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689985: I tensorflow/core/common_runtime/placer.cc:114] Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.689994: I tensorflow/core/common_runtime/placer.cc:114] zeros_4: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690001: I tensorflow/core/common_runtime/placer.cc:114] Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690428: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690451: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690458: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690463: I tensorflow/core/common_runtime/placer.cc:114] Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690468: I tensorflow/core/common_runtime/placer.cc:114] zeros_5: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690472: I tensorflow/core/common_runtime/placer.cc:114] Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690478: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690483: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690487: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690492: I tensorflow/core/common_runtime/placer.cc:114] Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690497: I tensorflow/core/common_runtime/placer.cc:114] zeros_6: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690501: I tensorflow/core/common_runtime/placer.cc:114] Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690506: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690514: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690534: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690543: I tensorflow/core/common_runtime/placer.cc:114] Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690550: I tensorflow/core/common_runtime/placer.cc:114] zeros_7: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690555: I tensorflow/core/common_runtime/placer.cc:114] Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690560: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690565: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690569: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690574: I tensorflow/core/common_runtime/placer.cc:114] Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690579: I tensorflow/core/common_runtime/placer.cc:114] zeros_8: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690583: I tensorflow/core/common_runtime/placer.cc:114] Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690589: I tensorflow/core/common_runtime/placer.cc:114] Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690594: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690599: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_2: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690775: I tensorflow/core/common_runtime/placer.cc:114] concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690786: I tensorflow/core/common_runtime/placer.cc:114] sub/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690795: I tensorflow/core/common_runtime/placer.cc:114] mul/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690804: I tensorflow/core/common_runtime/placer.cc:114] truediv/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690814: I tensorflow/core/common_runtime/placer.cc:114] sub_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690819: I tensorflow/core/common_runtime/placer.cc:114] concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690825: I tensorflow/core/common_runtime/placer.cc:114] sub_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690830: I tensorflow/core/common_runtime/placer.cc:114] mul_1/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690835: I tensorflow/core/common_runtime/placer.cc:114] truediv_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690840: I tensorflow/core/common_runtime/placer.cc:114] sub_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690845: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690849: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690854: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690861: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690869: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690876: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690884: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690892: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690900: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690908: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690914: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690918: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690922: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690926: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.690930: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691145: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691154: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691160: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691164: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691168: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691172: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691176: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691180: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691185: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691189: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691193: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691197: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691201: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691205: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691209: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691213: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691217: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691222: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691226: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691230: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691236: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691935: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691951: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691956: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691961: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691965: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691970: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691974: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691979: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691983: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691987: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691992: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.691996: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692001: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692005: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692009: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692014: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692019: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692023: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692027: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692032: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692036: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692173: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692178: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692182: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692187: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692191: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692195: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692200: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692204: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692208: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692212: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692218: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692222: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692234: I tensorflow/core/common_runtime/placer.cc:114] mul_2/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692240: I tensorflow/core/common_runtime/placer.cc:114] Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692245: I tensorflow/core/common_runtime/placer.cc:114] Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692250: I tensorflow/core/common_runtime/placer.cc:114] mul_3/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692255: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692260: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692269: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692278: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692286: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692295: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692304: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692313: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692653: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692670: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692687: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692696: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692705: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692711: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692716: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692722: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692734: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692743: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692747: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692751: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692757: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692763: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692768: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692778: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692783: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.692788: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693013: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693019: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693028: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693033: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693037: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693041: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693045: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693051: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693056: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693060: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693067: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693076: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693085: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693094: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693098: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693104: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693112: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693117: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693122: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693127: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693132: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693474: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693489: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693493: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693498: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693503: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693508: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693515: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693524: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693529: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693534: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693538: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693542: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693547: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693552: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693559: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693564: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693568: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693905: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693931: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693937: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693945: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693950: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693961: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693965: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693969: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693974: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693978: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693985: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.693994: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694007: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694011: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694016: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694021: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694025: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694297: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694305: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694315: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694324: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694332: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694347: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694354: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694359: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694363: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694372: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694377: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694381: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694385: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694394: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694407: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694416: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694422: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694692: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694697: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694703: I tensorflow/core/common_runtime/placer.cc:114] beta1_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694710: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694718: I tensorflow/core/common_runtime/placer.cc:114] beta2_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694726: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694732: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694736: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694741: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694745: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694750: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694754: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694758: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694762: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694766: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694771: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694775: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694779: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694783: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694787: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694791: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694796: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694800: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.694804: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695063: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695071: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695075: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695080: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695084: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695089: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695093: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695097: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695103: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695111: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695119: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695126: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695131: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695135: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695140: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695144: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695148: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695152: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695157: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695161: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695165: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695169: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695173: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695181: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695187: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695447: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695460: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695468: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695475: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695479: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695484: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695488: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695492: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695497: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695501: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695505: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695510: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695516: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695524: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695532: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695540: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695548: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695555: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695562: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695566: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695571: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695576: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695580: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695584: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695588: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695818: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695831: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695839: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695855: I tensorflow/core/common_runtime/placer.cc:114] Adam/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695866: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695875: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.695882: I tensorflow/core/common_runtime/placer.cc:114] Adam/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:19:30.730899: I tensorflow/core/platform/profile_utils/cpu_utils.cc:114] CPU Frequency: 2099940000 Hz + + + +```python + +def train(sess, nIter,x_tf, t_tf, u_tf,x, t,u_train, loss, train_op_Adam, optimizer_Adam): + tf_dict = {x_tf: x, t_tf: t, u_tf: u} + + start_time = time() + for it in range(nIter): + sess.run(train_op_Adam, tf_dict) + + # Print + if it % 50 == 0: + elapsed = time() - start_time + loss_value = sess.run(loss, tf_dict) + + print('It: %d, Loss: %.3e, l1: %.3f, l2: %.5f, Time: %.2f' % + (it, loss_value, elapsed)) + start_time = time() + + + optimizer.minimize(loss) + + + +``` + +
+ +**Training might take a while depending on value of Train_iterations** + +If you set Train_iterations too low the end results will be garbage. 50000 was used to achieve excellent results. + +* If you are using a machine with GPUs please set `Train_iterations` to 50000 and this will run quickly +* If you are using a well spec'ed laptop/computer and can leave this setting `Train_iterations=50000` but it will take upto 10 mins +* If you are using a low spec'ed laptop/computer or cannont leave the code running `Train_iterations=20000` is the reccomended value (this solution may not be accurate) + +
+ + +```python +# Training +Train_iterations=50000 +``` + + +```python +train(sess, Train_iterations,x_tf, t_tf, u_tf,x, t,u_train, loss, train_op_Adam, optimizer_Adam) + +``` + +
+ +# Use trained model to predict from data sample + +`predict` will predict `u` using the trained model + +
+ + +```python + +def predict(sess, x_star,u_star, u_pred, f_pred): + tf_dict = {x_tf: x_star, t_tf: u_star} + u_star = sess.run(u_pred, tf_dict) + f_star = sess.run(f_pred, tf_dict) + + + + return u_star, f_star +``` + + +```python +u_pred, f_pred=preds +u_pred, f_pred = predict(sess,X_star[:,0:1],X_star[:,1:2], u_pred, f_pred) + +error_u = np.linalg.norm(u_star-u_pred,2)/np.linalg.norm(u_star,2) +``` + + 2021-08-11 22:21:06.774392: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774443: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774453: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774461: I tensorflow/core/common_runtime/placer.cc:114] Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774467: I tensorflow/core/common_runtime/placer.cc:114] Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774473: I tensorflow/core/common_runtime/placer.cc:114] Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774479: I tensorflow/core/common_runtime/placer.cc:114] Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774486: I tensorflow/core/common_runtime/placer.cc:114] Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774492: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774497: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774503: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774510: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774516: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774523: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774541: I tensorflow/core/common_runtime/placer.cc:114] Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774588: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774596: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774602: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774609: I tensorflow/core/common_runtime/placer.cc:114] Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774614: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774620: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774625: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774632: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774639: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774646: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774657: I tensorflow/core/common_runtime/placer.cc:114] Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774663: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774671: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774676: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774683: I tensorflow/core/common_runtime/placer.cc:114] Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774688: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774694: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774699: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774706: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774713: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774720: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774727: I tensorflow/core/common_runtime/placer.cc:114] Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774732: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774737: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774743: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774750: I tensorflow/core/common_runtime/placer.cc:114] Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774755: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774761: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774766: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774773: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774794: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774811: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774825: I tensorflow/core/common_runtime/placer.cc:114] Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774832: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774837: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774843: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774850: I tensorflow/core/common_runtime/placer.cc:114] Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774856: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774862: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774867: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774874: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774880: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774887: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774894: I tensorflow/core/common_runtime/placer.cc:114] Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774900: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774906: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774913: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774920: I tensorflow/core/common_runtime/placer.cc:114] Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774926: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774931: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774936: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774943: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774949: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774957: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774964: I tensorflow/core/common_runtime/placer.cc:114] Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774970: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774975: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774980: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774986: I tensorflow/core/common_runtime/placer.cc:114] Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774992: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.774998: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775004: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775010: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775017: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775023: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775030: I tensorflow/core/common_runtime/placer.cc:114] Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775036: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775041: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775088: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775096: I tensorflow/core/common_runtime/placer.cc:114] Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775102: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775107: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775112: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775119: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775126: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775133: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775139: I tensorflow/core/common_runtime/placer.cc:114] Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775145: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775150: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775156: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775162: I tensorflow/core/common_runtime/placer.cc:114] Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775167: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775173: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775178: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775186: I tensorflow/core/common_runtime/placer.cc:114] concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775193: I tensorflow/core/common_runtime/placer.cc:114] sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775200: I tensorflow/core/common_runtime/placer.cc:114] mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775209: I tensorflow/core/common_runtime/placer.cc:114] truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775215: I tensorflow/core/common_runtime/placer.cc:114] sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775221: I tensorflow/core/common_runtime/placer.cc:114] MatMul/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775228: I tensorflow/core/common_runtime/placer.cc:114] MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775233: I tensorflow/core/common_runtime/placer.cc:114] Add/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775240: I tensorflow/core/common_runtime/placer.cc:114] Add: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775247: I tensorflow/core/common_runtime/placer.cc:114] Tanh: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775252: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775260: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775266: I tensorflow/core/common_runtime/placer.cc:114] Add_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775273: I tensorflow/core/common_runtime/placer.cc:114] Add_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775279: I tensorflow/core/common_runtime/placer.cc:114] Tanh_1: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775285: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775292: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775297: I tensorflow/core/common_runtime/placer.cc:114] Add_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775304: I tensorflow/core/common_runtime/placer.cc:114] Add_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775310: I tensorflow/core/common_runtime/placer.cc:114] Tanh_2: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775316: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775322: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775328: I tensorflow/core/common_runtime/placer.cc:114] Add_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775334: I tensorflow/core/common_runtime/placer.cc:114] Add_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775341: I tensorflow/core/common_runtime/placer.cc:114] Tanh_3: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775346: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775352: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775359: I tensorflow/core/common_runtime/placer.cc:114] Add_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775366: I tensorflow/core/common_runtime/placer.cc:114] Add_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775373: I tensorflow/core/common_runtime/placer.cc:114] Tanh_4: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775378: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775384: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775390: I tensorflow/core/common_runtime/placer.cc:114] Add_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775396: I tensorflow/core/common_runtime/placer.cc:114] Add_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775403: I tensorflow/core/common_runtime/placer.cc:114] Tanh_5: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775408: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775414: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775420: I tensorflow/core/common_runtime/placer.cc:114] Add_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775426: I tensorflow/core/common_runtime/placer.cc:114] Add_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775432: I tensorflow/core/common_runtime/placer.cc:114] Tanh_6: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775438: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775450: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775456: I tensorflow/core/common_runtime/placer.cc:114] Add_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775464: I tensorflow/core/common_runtime/placer.cc:114] Add_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775470: I tensorflow/core/common_runtime/placer.cc:114] Tanh_7: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775476: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775482: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775487: I tensorflow/core/common_runtime/placer.cc:114] Add_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775494: I tensorflow/core/common_runtime/placer.cc:114] Add_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775501: I tensorflow/core/common_runtime/placer.cc:114] concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775508: I tensorflow/core/common_runtime/placer.cc:114] sub_2: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775515: I tensorflow/core/common_runtime/placer.cc:114] mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775522: I tensorflow/core/common_runtime/placer.cc:114] truediv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775529: I tensorflow/core/common_runtime/placer.cc:114] sub_3: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775535: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775542: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775548: I tensorflow/core/common_runtime/placer.cc:114] Add_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775554: I tensorflow/core/common_runtime/placer.cc:114] Add_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775561: I tensorflow/core/common_runtime/placer.cc:114] Tanh_8: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775567: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775574: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775579: I tensorflow/core/common_runtime/placer.cc:114] Add_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775586: I tensorflow/core/common_runtime/placer.cc:114] Add_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775592: I tensorflow/core/common_runtime/placer.cc:114] Tanh_9: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775598: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775605: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775610: I tensorflow/core/common_runtime/placer.cc:114] Add_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775618: I tensorflow/core/common_runtime/placer.cc:114] Add_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775626: I tensorflow/core/common_runtime/placer.cc:114] Tanh_10: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775632: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775639: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775645: I tensorflow/core/common_runtime/placer.cc:114] Add_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775651: I tensorflow/core/common_runtime/placer.cc:114] Add_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775658: I tensorflow/core/common_runtime/placer.cc:114] Tanh_11: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775663: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775670: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775675: I tensorflow/core/common_runtime/placer.cc:114] Add_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775682: I tensorflow/core/common_runtime/placer.cc:114] Add_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775689: I tensorflow/core/common_runtime/placer.cc:114] Tanh_12: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775694: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775701: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775707: I tensorflow/core/common_runtime/placer.cc:114] Add_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775714: I tensorflow/core/common_runtime/placer.cc:114] Add_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775720: I tensorflow/core/common_runtime/placer.cc:114] Tanh_13: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775726: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775733: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775738: I tensorflow/core/common_runtime/placer.cc:114] Add_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775745: I tensorflow/core/common_runtime/placer.cc:114] Add_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775752: I tensorflow/core/common_runtime/placer.cc:114] Tanh_14: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775757: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775764: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775769: I tensorflow/core/common_runtime/placer.cc:114] Add_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775776: I tensorflow/core/common_runtime/placer.cc:114] Add_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775784: I tensorflow/core/common_runtime/placer.cc:114] Tanh_15: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775789: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775796: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775801: I tensorflow/core/common_runtime/placer.cc:114] Add_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775808: I tensorflow/core/common_runtime/placer.cc:114] Add_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775817: I tensorflow/core/common_runtime/placer.cc:114] gradients/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775824: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775829: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775835: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775841: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775846: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum: (Sum): 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(MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775992: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_15_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.775998: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_13_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776004: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776010: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776016: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776022: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776028: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776033: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776039: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_14_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776044: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_14_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776050: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_14_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776056: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776062: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776067: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776073: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776079: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776084: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776090: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776095: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776101: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_13_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776107: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_13_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776113: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_11_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776119: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776124: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776130: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776136: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776141: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776147: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776153: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_12_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776159: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_12_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776165: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_12_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776170: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_10_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776177: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_11_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776182: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_11_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776188: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_11_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776263: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_10_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776268: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_10_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776274: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_10_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776280: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_10_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776286: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_8_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776292: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_9_grad/Shape: (Shape): 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gradients/truediv_1_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776434: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776439: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776445: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776451: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776457: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776462: I tensorflow/core/common_runtime/placer.cc:114] 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gradients/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776504: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776510: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776515: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776521: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776526: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776532: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776537: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776543: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776549: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776555: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776561: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776567: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776573: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776579: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776585: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776590: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776596: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.776602: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:06.777590: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777597: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777603: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777609: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777615: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777621: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777627: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777633: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777639: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777644: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777650: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777656: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777661: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777667: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777673: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777679: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777686: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777692: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777699: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777705: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.777711: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778075: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778090: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778097: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778103: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778110: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778116: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778122: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778127: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778133: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778138: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778144: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778150: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778155: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778161: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778167: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778173: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778178: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778185: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778190: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778196: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778201: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778835: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778849: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778857: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778863: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778869: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778874: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778880: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778885: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778891: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778897: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778902: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778909: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778915: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778920: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778926: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778931: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778937: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778942: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778948: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778953: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.778959: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779671: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779685: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779692: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779697: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779703: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779709: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779714: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779721: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779726: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779732: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779737: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779743: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779748: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779754: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779759: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779764: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779770: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779775: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779780: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779786: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779791: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779979: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.779993: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780000: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780006: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780012: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780018: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780026: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780031: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780037: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780042: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780047: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780053: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780058: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780064: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780069: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780074: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780079: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780085: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780090: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780095: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780101: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780464: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780479: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780486: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780492: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780498: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780503: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780509: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780515: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780520: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780525: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780530: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780536: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780541: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780547: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780552: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780557: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780563: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780569: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780574: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): 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2021-08-11 22:21:06.780947: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780952: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780957: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780963: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780968: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780973: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780978: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780984: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780989: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780994: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.780999: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781005: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781010: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781016: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781021: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781026: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781031: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781037: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781042: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781407: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781413: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:21:06.781445: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781450: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781455: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781461: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781466: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781471: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781476: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781481: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781487: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781493: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781498: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781504: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781509: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781514: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781821: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781835: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781842: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781848: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781854: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781859: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781865: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range: (Range): 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781929: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781935: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.781940: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782437: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782444: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782450: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782455: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782460: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782465: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782470: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782475: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782481: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782486: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782491: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782497: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:06.782865: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782870: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782876: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782885: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.782906: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783235: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_2/MatMul_14_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783334: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_14_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783339: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783344: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783349: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.783354: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784160: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784179: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784187: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784192: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784197: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784203: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_13_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784211: I 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2021-08-11 22:21:06.784900: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784917: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784923: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784932: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784937: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_11_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.784943: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785384: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785391: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785396: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785401: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785408: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785415: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785421: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785426: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785432: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785437: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785442: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785447: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785453: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785458: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785463: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785468: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785472: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785477: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785482: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785487: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785492: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785497: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785502: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Shape: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785874: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785879: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785883: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785888: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785894: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785899: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Shape: (Shape): 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+ 2021-08-11 22:21:06.785942: I tensorflow/core/common_runtime/placer.cc:114] Mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.785948: I tensorflow/core/common_runtime/placer.cc:114] sub_4: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795486: I tensorflow/core/common_runtime/placer.cc:114] Square_1: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795519: I tensorflow/core/common_runtime/placer.cc:114] Mean_1: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795532: I tensorflow/core/common_runtime/placer.cc:114] mul_3: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795543: I tensorflow/core/common_runtime/placer.cc:114] add_18: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795556: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795566: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795578: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795590: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795601: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795614: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795625: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Tile: (Tile): 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gradients_3/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795938: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.795949: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796020: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796034: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796045: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796055: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796065: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796074: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796085: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796096: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796107: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796118: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796130: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796141: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796152: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796164: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796176: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796198: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796209: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796219: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796230: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796241: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796250: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796260: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796270: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796577: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796593: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796603: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796615: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796624: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796633: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796652: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796661: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796671: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796699: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796708: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796717: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796727: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796744: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796753: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796761: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796770: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796780: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.796790: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797511: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797531: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797544: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797556: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797567: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797577: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797588: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797598: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797608: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797619: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797630: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797639: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797649: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797659: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797668: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797677: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797702: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797714: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797726: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797749: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.797755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798437: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798450: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798459: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_7_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798470: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798513: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798523: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798550: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798558: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798566: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798580: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798589: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798599: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798606: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798614: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798624: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798631: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798648: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798965: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798976: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798983: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.798994: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799005: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799014: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799020: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799026: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799032: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799038: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799044: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799049: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799056: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799066: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799077: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799090: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799361: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799370: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799380: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799391: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799400: I 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799711: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799717: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799724: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799737: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799743: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799749: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799754: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.799759: I tensorflow/core/common_runtime/placer.cc:114] 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800702: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800708: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800713: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800719: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800726: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.800731: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801069: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801074: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801079: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801083: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801089: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801094: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801100: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801106: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801112: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.801118: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806694: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806713: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806721: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806732: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806745: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806752: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.806764: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807205: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807611: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807621: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807627: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807636: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.807643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): 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2021-08-11 22:21:06.808111: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808121: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808126: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808133: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808141: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808151: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808161: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808181: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808189: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): 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gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808243: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808251: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808257: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808265: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808271: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808413: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808425: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808436: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808445: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808453: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_2_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808551: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808559: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808566: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.808580: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/MatMul_2_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.809120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.809130: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.809137: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.809144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.809150: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:06.810274: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810280: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810286: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810822: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810832: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810922: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810928: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.810933: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811114: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811125: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811131: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811136: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811140: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811146: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811155: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811162: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811167: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811173: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811178: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811184: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811189: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811194: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811199: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811205: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.811210: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812095: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812107: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812116: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812126: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812181: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812189: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812198: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812206: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812452: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812463: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812473: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812481: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812540: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812549: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812562: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812581: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812591: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812600: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812609: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812617: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.812626: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813352: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813362: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813394: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813406: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): 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gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813455: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813522: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.813531: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814072: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814079: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814085: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814090: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814095: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814100: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814106: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814111: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814118: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814129: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814142: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814156: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814354: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814366: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814372: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814379: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814398: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814405: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814413: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814419: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814425: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814432: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814437: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814444: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814449: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814455: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.814460: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815619: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815624: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815630: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815681: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815687: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815693: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815698: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.815704: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816097: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816103: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816109: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816113: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816118: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816202: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816207: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816486: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816500: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Reshape_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816564: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816569: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816574: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816579: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816972: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816976: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816981: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816986: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.816993: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817476: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817489: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817494: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817770: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817780: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.817793: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): 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2021-08-11 22:21:06.818239: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818245: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818260: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818269: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818281: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818285: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818291: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818301: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818925: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818930: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818936: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.818941: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: 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gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819377: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819387: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819396: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819401: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): 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I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819447: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819453: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819743: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819788: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819798: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819835: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.819840: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820050: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820058: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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2021-08-11 22:21:06.820133: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820143: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820156: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820161: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820676: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820682: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.820700: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821304: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821309: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821315: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821320: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821553: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821558: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821562: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821571: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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2021-08-11 22:21:06.821897: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821905: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821909: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821916: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.821921: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822446: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822452: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822460: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822817: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822839: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822850: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822860: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822870: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822880: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822887: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822893: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822899: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822903: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822909: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822925: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822937: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822947: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822957: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.822977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823454: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823462: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823472: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823477: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823494: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823505: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823513: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823518: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823523: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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(Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823885: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823894: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823900: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823905: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823909: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823928: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823934: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823939: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823948: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823953: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823964: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823969: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823974: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823979: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823984: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823989: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.823995: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824365: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824376: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824388: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824397: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824435: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824443: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824450: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824456: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824461: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824467: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824477: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824487: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824497: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824505: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824769: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824800: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824811: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824818: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824823: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824833: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824842: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824850: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824858: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824866: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824871: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824881: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824890: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824901: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824906: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824911: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.824917: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825327: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825338: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825354: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825361: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825378: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825387: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825397: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825407: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825416: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825421: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825426: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825433: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825438: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825443: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825450: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825459: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825473: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825483: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825640: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825653: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825661: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825670: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825676: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825685: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825693: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825700: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825705: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825709: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825714: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825720: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825728: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825734: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825744: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825752: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825760: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825767: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.825776: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826130: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826143: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826151: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826157: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826177: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826184: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826192: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826201: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826211: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826219: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826225: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826235: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826242: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826248: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826256: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826265: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826273: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826281: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826288: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826647: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826657: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826666: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826673: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826678: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826683: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826689: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826694: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826699: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826708: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826714: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826718: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_14: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826723: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826730: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826737: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826742: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826747: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826753: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826758: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826951: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826964: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826972: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826981: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826987: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.826996: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/Add_11_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828641: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828646: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828651: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828655: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_35: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828660: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828665: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828671: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828675: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828684: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_36: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.828690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_9_grad/TanhGrad: (TanhGrad): 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22:21:06.829369: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829379: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829398: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829408: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul_1: (MatMul): 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beta2_power/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829487: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829494: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829499: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829503: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829507: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.829986: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830003: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830008: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830013: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830017: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830022: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830026: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830031: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830035: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830039: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830044: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830048: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830052: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830057: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830061: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830066: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830070: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830074: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830079: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830087: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830095: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830104: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830112: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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Variable_3/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830294: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830298: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830303: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830307: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830313: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830319: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830324: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830328: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830332: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830338: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.830345: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Assign: (AssignVariableOp): 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22:21:06.833382: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833388: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833392: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833397: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833404: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833411: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833721: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833749: I tensorflow/core/common_runtime/placer.cc:114] Adam: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833759: I tensorflow/core/common_runtime/placer.cc:114] init: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833770: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833780: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833790: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833798: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833808: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833815: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833823: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833832: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833843: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833852: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833861: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833871: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833880: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833886: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833892: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833899: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833906: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833913: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833932: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833942: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.833951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834079: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834106: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834116: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834126: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834135: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834144: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834153: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834162: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834172: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834181: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834190: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834200: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834207: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834212: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834217: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834226: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834234: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834243: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834251: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834260: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834270: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul_1: (Mul): 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22:21:06.834492: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834501: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834511: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834521: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834536: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834544: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834552: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834559: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834567: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834576: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834585: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834599: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834609: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834618: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834635: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834644: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834939: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834948: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834958: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834966: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834975: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834980: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834984: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834991: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.834999: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835007: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835015: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835025: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835034: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835053: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835059: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/tuple/group_deps: (NoOp): 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22:21:06.835297: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835305: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835313: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835329: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835337: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835345: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835365: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835374: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835384: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape_1: (Shape): 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gradients_4/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835436: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835444: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835454: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835868: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835881: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835891: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835902: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835912: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835932: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835938: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835946: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835954: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835963: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835982: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.835991: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836000: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836005: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836021: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836031: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836040: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836049: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836057: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836124: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836227: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836237: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836246: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836254: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836264: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836273: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836291: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836300: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.836309: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857925: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857948: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857954: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857960: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857965: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857970: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857976: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857991: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.857997: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858002: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858006: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858010: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858016: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858021: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858026: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858031: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858040: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858052: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range: (Range): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858506: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858511: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858520: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858535: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858543: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858551: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858556: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858573: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858581: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858587: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858592: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858596: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858609: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858617: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858634: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858826: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858836: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858842: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858848: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_4_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858853: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858862: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858866: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858870: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858878: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858885: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858889: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858895: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858899: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858908: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858916: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858925: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858933: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858943: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858949: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858953: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.858959: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859085: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859094: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859100: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859105: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859110: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859114: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859119: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859126: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859132: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859136: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859141: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859146: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859543: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859549: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859556: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859562: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859567: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Sum: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859919: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859936: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859943: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.859949: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860171: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860183: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860193: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860201: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860209: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860216: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860221: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860226: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860231: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): 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gradients_4/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860263: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860267: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860275: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860289: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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gradients_4/gradients_2/AddN_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860682: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860916: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860928: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860936: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860942: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/tuple/control_dependency: (Identity): 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860975: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860979: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860985: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.860992: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861035: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861041: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861259: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861270: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861279: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_1_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861287: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861292: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861298: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861306: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861344: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861348: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861356: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Reshape_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861665: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861670: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861674: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861679: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum: (Sum): 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861720: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861727: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861736: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861956: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861965: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861981: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861988: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861993: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.861998: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862003: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862010: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862016: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862021: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862025: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862030: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862034: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862042: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862047: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862052: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862581: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862590: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862598: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862608: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862612: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862618: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862625: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862631: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862637: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862805: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862815: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862823: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862830: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.862927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863342: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863360: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863367: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863470: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863477: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863746: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863760: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863767: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863773: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863780: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863787: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863794: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863802: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863810: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863819: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863828: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863834: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863842: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863850: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863864: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863872: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863885: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863898: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.863906: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864414: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864448: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864453: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864458: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864462: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: 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gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864491: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864496: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864501: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864505: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864728: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864732: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864736: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.864741: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Reshape_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865144: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865149: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865153: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865158: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865230: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865425: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865430: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865434: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865441: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865446: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865451: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865456: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865461: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865876: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865881: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865888: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.865893: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): 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2021-08-11 22:21:06.866457: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866462: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866466: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866471: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866634: I 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2021-08-11 22:21:06.866703: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866707: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866711: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866716: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866956: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866986: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866991: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.866996: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867000: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867486: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867490: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867495: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867500: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867530: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867781: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867787: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867792: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867796: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867823: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867828: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867833: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.867840: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.868559: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.868563: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.868568: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.868573: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869095: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869100: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869104: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869311: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869315: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869320: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869325: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869710: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869719: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869724: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869729: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869739: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869744: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869756: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869761: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869766: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869771: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.869776: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:06.869803: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870067: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870080: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870084: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870483: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870488: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870495: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.870500: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: 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2021-08-11 22:21:06.871624: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.871635: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.871644: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.871652: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.871662: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872112: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872117: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872551: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872557: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872590: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872595: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872600: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872605: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): 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gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872786: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872793: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872798: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872802: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872807: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872812: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872817: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872823: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.872829: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873310: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873317: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873322: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873326: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873332: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873337: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873342: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873346: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873351: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873359: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873363: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873367: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873372: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873592: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873598: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873607: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873612: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873668: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873674: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873681: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873686: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873691: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873960: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873965: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873978: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873988: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873992: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.873997: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874002: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874006: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874011: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874015: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874020: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874025: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874029: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874035: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874039: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874049: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874054: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874058: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874475: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874482: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874489: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874495: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874501: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:21:06.874544: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874549: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874553: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874558: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874562: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874566: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874571: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874576: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874581: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874587: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874838: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874843: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874847: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874852: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874861: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874866: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874870: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874877: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.874883: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875273: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875278: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875288: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875295: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875343: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875348: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875352: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875356: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875360: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875507: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875514: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875519: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875531: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875539: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875546: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875551: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875556: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875560: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875565: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875569: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875577: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875585: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875591: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:21:06.875621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875625: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875851: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875859: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875867: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:06.875909: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875931: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875935: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875939: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875943: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875947: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875952: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875959: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875963: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.875968: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876229: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876238: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876247: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876256: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876263: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876267: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876272: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876276: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_14: (AddN): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876313: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876320: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876329: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876344: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876349: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876353: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876358: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876363: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876546: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876555: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876564: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876573: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876580: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876588: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876596: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876608: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876612: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876617: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.876631: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877085: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877094: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877099: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877103: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877297: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877303: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877313: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877326: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877331: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/Add_12_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877686: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877694: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877702: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877710: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_31: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877718: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877724: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877729: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877738: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877742: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_32: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877746: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_10_grad/TanhGrad: (TanhGrad): 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gradients_4/Add_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877984: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_35: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877989: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.877994: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878000: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878011: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878019: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878024: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_36: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878029: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_9_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878033: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_37: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878037: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_38: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878042: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878047: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878051: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878056: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878061: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878065: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878070: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878075: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878079: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878246: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878255: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_39: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878264: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878273: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878289: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878293: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878297: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_40: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878302: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_8_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878306: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878310: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878315: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878320: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878328: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878337: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878346: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878354: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878363: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878370: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878374: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878378: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878383: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878387: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878392: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878631: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878642: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878651: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878659: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878665: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878670: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878677: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878682: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878686: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878691: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878695: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878699: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878704: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878708: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878714: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878723: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878730: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878735: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878740: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878744: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878748: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878753: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.878757: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879001: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879008: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879012: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879016: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879021: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879027: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879034: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879042: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879048: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879053: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879058: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879062: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879066: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879070: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879074: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879078: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879083: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879087: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879091: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879095: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879099: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879103: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879313: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879321: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879328: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879336: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879342: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879346: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879351: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879355: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879359: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879363: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879367: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879371: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879376: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879380: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879388: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879410: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879417: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_1/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879422: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_2/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879426: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_3/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879430: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_4/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879434: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_5/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879751: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_6/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879763: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_7/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879770: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_8/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879774: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_9/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879779: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_10/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879782: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_11/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879786: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_12/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879790: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_13/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879794: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_14/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879798: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_15/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879802: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_16/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879806: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_17/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879813: I tensorflow/core/common_runtime/placer.cc:114] Momentum: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879819: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879824: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879829: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879834: I tensorflow/core/common_runtime/placer.cc:114] zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879842: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879847: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879851: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879856: I tensorflow/core/common_runtime/placer.cc:114] zeros_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879861: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.879866: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880260: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880275: I tensorflow/core/common_runtime/placer.cc:114] zeros_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880282: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880287: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880292: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880297: I tensorflow/core/common_runtime/placer.cc:114] zeros_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880301: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880306: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880311: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880316: I tensorflow/core/common_runtime/placer.cc:114] zeros_4: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880321: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880325: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880331: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880337: I tensorflow/core/common_runtime/placer.cc:114] zeros_5: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880342: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880347: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880352: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880357: I tensorflow/core/common_runtime/placer.cc:114] zeros_6: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880361: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880367: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880371: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880376: I tensorflow/core/common_runtime/placer.cc:114] zeros_7: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880381: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880386: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880391: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880399: I tensorflow/core/common_runtime/placer.cc:114] zeros_8: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880404: I tensorflow/core/common_runtime/placer.cc:114] Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880517: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880524: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_2: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880528: I tensorflow/core/common_runtime/placer.cc:114] concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880533: I tensorflow/core/common_runtime/placer.cc:114] sub/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880538: I tensorflow/core/common_runtime/placer.cc:114] mul/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880544: I tensorflow/core/common_runtime/placer.cc:114] truediv/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880550: I tensorflow/core/common_runtime/placer.cc:114] sub_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880556: I tensorflow/core/common_runtime/placer.cc:114] concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880561: I tensorflow/core/common_runtime/placer.cc:114] sub_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880566: I tensorflow/core/common_runtime/placer.cc:114] mul_1/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880572: I tensorflow/core/common_runtime/placer.cc:114] truediv_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880577: I tensorflow/core/common_runtime/placer.cc:114] sub_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880582: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880586: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880590: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880594: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880599: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880603: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880607: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880611: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880615: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880621: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880627: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880632: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880636: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880857: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880865: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880871: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880878: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880884: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880891: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880895: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880902: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880908: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880915: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880920: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880927: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880933: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880937: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880941: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880947: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880953: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880958: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880962: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880967: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.880971: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881198: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881203: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881209: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881215: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881219: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881223: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881227: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881231: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881235: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881239: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881243: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881248: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881256: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881262: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881266: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881270: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881274: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881278: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881283: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881287: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881290: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881486: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881494: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881499: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881503: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881507: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881512: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881516: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881520: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881524: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881528: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881532: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881536: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881540: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881545: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881551: I tensorflow/core/common_runtime/placer.cc:114] mul_2/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881556: I tensorflow/core/common_runtime/placer.cc:114] Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881561: I tensorflow/core/common_runtime/placer.cc:114] Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881566: I tensorflow/core/common_runtime/placer.cc:114] mul_3/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881574: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881582: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881588: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881593: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881598: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881847: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881859: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881865: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881870: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881880: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881885: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881890: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881897: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881904: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881912: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881917: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881922: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881926: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881930: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881934: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881939: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881943: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881947: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881951: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881962: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.881967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882099: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882108: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882115: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882124: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882129: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882136: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882140: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882148: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882153: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882158: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882162: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882169: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882174: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882179: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882183: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882191: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882196: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882480: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882485: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882490: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882495: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882502: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882510: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882516: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882529: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882536: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882546: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882551: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882555: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882559: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882563: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882571: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882577: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882897: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882907: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882912: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882928: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882934: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882939: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882949: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882954: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882964: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882968: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882972: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882976: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882981: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882986: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.882996: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883000: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883005: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883391: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883402: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883409: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883413: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883417: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883423: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883427: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883431: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883435: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883439: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883446: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883452: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883456: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883460: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883464: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883469: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883474: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883478: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883487: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883494: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883570: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883576: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883582: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883587: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883593: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883597: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883602: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883606: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883610: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883614: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883618: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883623: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883629: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883633: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883638: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883642: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883649: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883653: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883657: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883661: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883666: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883670: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883674: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883805: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883811: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883815: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883819: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883824: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883827: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883831: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883836: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883841: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883847: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883852: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883856: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883860: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883864: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883868: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883872: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883876: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883880: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883884: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883888: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883894: I tensorflow/core/common_runtime/placer.cc:114] Adam/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883899: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883905: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883910: I tensorflow/core/common_runtime/placer.cc:114] Adam/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.883916: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884155: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884164: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884171: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884176: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884181: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884186: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884191: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884196: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884201: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884206: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884212: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884220: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884225: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884230: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884237: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884244: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884253: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884257: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884261: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884265: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884270: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884273: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884575: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884581: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884588: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884594: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884599: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884604: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884609: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884615: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884627: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884632: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884636: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884640: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884645: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884650: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884654: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884658: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884663: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884667: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884672: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884676: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884855: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884862: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884868: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884883: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884887: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884894: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884899: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884903: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884907: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884911: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884915: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884920: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884933: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884937: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884941: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884946: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.884955: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885330: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885341: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885349: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885362: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885366: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885370: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885376: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885381: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885386: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885391: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885398: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885405: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885410: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885415: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885420: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885424: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885428: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885432: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885438: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885479: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885484: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885493: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885498: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885503: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885508: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885512: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885515: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885519: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885524: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885529: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885533: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885537: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885541: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885549: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885553: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885558: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885561: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885565: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885570: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885575: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885897: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885904: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885912: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885923: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885929: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885933: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885938: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885943: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885947: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885951: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885955: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885960: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885964: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885968: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885972: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885976: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885981: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885985: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885990: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885994: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.885998: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886002: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886264: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886271: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886275: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886279: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886283: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886287: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886291: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886295: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886300: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886304: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886308: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886312: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886316: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886320: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886324: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886328: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886332: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886336: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886340: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886344: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886351: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886358: I tensorflow/core/common_runtime/placer.cc:114] Momentum/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:06.886363: I tensorflow/core/common_runtime/placer.cc:114] Momentum/momentum: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + + + /replica:0/task:0/device:CPU:0 + Variable_10/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Adam/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_1: (Add): 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(Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): 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gradients_3/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_4_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Add_4_grad/Sum_1: 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/mod: 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gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 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Variable/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Momentum: (VarHandleOp): /job:localhost/re + +
+ +# Calculate Errors + +if you have set the number of training iterations large enough the errors should be small. +
+ + +```python +print("f_pred mean = ", np.mean(f_pred)) +print('Error u: %e' % (error_u)) +print('Percent error u: ', 100*error_u) + +``` + + f_pred mean = 0.17101209 + Error u: 1.032300e-01 + Percent error u: 10.323001326029981 + + + +```python +# Set grid values back to full data set size for plotting + +t = data['t'].flatten()[:,None] +x = data['x'].flatten()[:,None] +X, T = np.meshgrid(x,t) + + +U_pred = griddata(X_star, u_pred.flatten(), (X,T), method='cubic') +Error = np.abs(Exact - U_pred) +percentError = 100*np.divide(Error, Exact) +``` + +
+ +# Plot Exact and Precticed $(u,t)$ + + + +
+ + +```python +fig, ax = plt.subplots(figsize=(15,15)) +ax.axis('off') + +print("--------- Errors ---------") +print('Percent error u: ', 100*error_u) +print("--------------------------") + + +####### Row 0: u(t,x) ################## +gs0 = gridspec.GridSpec(3, 2) +gs0.update(top=1-0.06, bottom=1-1/3, left=0.15, right=0.85, wspace=0, hspace=1) + + +########## Prediction ################## +ax = plt.subplot(gs0[0, :]) +h = ax.imshow(U_pred.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 1) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(h, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x) - Prediction$', fontsize = 10) + +########## Exact ################## +ax = plt.subplot(gs0[1, :]) +i = ax.imshow(Exact.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 1) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(i, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x)$ - Exact', fontsize = 10) + +########## Error ################## +ax = plt.subplot(gs0[2, :]) +j = ax.imshow(percentError.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 10) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(j, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x)$ - Percent Error', fontsize = 10) + +####### Row 1: u(t,x) slices ################## + +fig, ax = plt.subplots(figsize=(15,15)) +ax.axis('off') +gs1 = gridspec.GridSpec(1, 3) +gs1.update(top=1-1/3, bottom=0, left=0.1, right=0.9, wspace=0.5) + +ax = plt.subplot(gs1[:, 0]) +ax.plot(x,Exact[2,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[2,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.set_title('$t = ' + str(t[2,0]) + '$', fontsize = 10) +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) + +ax = plt.subplot(gs1[:, 1]) +ax.plot(x,Exact[5,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[5,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) +ax.set_title('$t = ' + str(t[5,0]) + '$', fontsize = 10) +ax.legend(loc='upper center', bbox_to_anchor=(0.5, -0.35), ncol=5, frameon=False) + +ax = plt.subplot(gs1[:, 2]) +ax.plot(x,Exact[10,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[10,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) +ax.set_title('$t = ' + str(t[10,0]) + '$', fontsize = 10); + + + +``` + + --------- Errors --------- + Percent error u: 10.323001326029981 + -------------------------- + + + + +![png](PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_34_1.png) + + + + + +![png](PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_34_2.png) + + + +
+ +**Results** + +Above are the results of the PINN. The error for recreating the full solution field is $\approx 10 \%$, despite using only $N_u = 100$ data points. This shows the power of PINNs to learn from sparse measurements by augmanting the available observational data with knowledge of the underlying physics (i.e. governing equations). + +The three colourmaps show the PINN prediction, the exact solution from the numerical method and the relative error between these two fields. We can see that the errors are largest near $t=0$ and $x=0$, but that overall the agreement is very good. + +On the colourmap, we can see three vertical white lines, which show the location in time of the three profile plots of $u$ against $x$. The three heat profiles at these times are plotted against the exact solution found using numerical methods. The profiles can be seen to be in very good agreement, but show worse agreement. + +**Further Work** + +Congratulations, you have now trained your first physics-informed neural network! + +This network contains a number of hyper-parameters that could be tuned to give better results. Various hyper-parameters include: +- number of data training points N_u +- number of collocation training points N_f +- number of layers in the network +- number of neurons per layer +- weightings for the data and PDE loss terms in the loss function (currently we use loss = loss_PDE + 5*loss_data) + +It is also possible to use different sampling techniques for training data points. We randomly select $N_u$ data points, but alternative methods could be choosing only boundary points or choosing more points near the $t=0$ boundary. Choosing boundary points for training could help to reduce the errors seen in these regions. + +Feel free to try out some of these changes if you like! + +There are 3 subsequent PINNs notebooks to follow, which look at the inverse heat equation problem and two Navier-Stokes fluid flow problems. + +
+ +# 1D Heat Equation Inverse + +
+ +Remembering that in 1D, the heat equation can be written as: + +\begin{equation} +\frac{\partial u}{\partial t} = k \frac{\partial^2 u}{\partial x^2 } +\end{equation} + +where $k$ is a material parameter called the coefficient of thermal diffusivitiy. For this notebook, we have solved the above equation numerically on a domain of $x \in [0,1]$ and $t \in [0, 0.25]$. Solving this equation numerically gives us a spatiomtemporal domain $(x,t)$ and corresponding values of the solution $u$. + +**Now we will let $k$ be an unknown input parameter in the PINN**. In reality, we know the value of $k$, as we set it when solving the system numerically, but for the sake of this example let's imagine we do not know the value of $k$ when we come to use the PINN. This corresponds to real-world problems where we may have observational data, knowledge of the governing equations, but little information for some input parameters for the system. + +The network architecture for this example is the same as for the previous [example](#1D-Heat-Equation-Forwards). The only difference is that this time we do not know the value for $k$, and so in each training iteration we do not only updates the network weights and biases, but also the value of $k$. Through training, the network will then optimise the value of $k$ such that it fits with the observed data. + +
+ + + +```python +## this is the k value used to generate the data +## we use this to compare to the value found by the PINN +k_exact = 1 +``` + +
+ +Once you have run through the notebook once you may wish to alter any the following + +- number of data training points `N_u` +- number of collocation training points `N_f` +- number of layers in the network `layers` +- number of neurons per layer `layers` + +
+ + +```python +N_u = 100 #100 # number of data points +N_f = 2000 # Coloaction points +# structure of network: two inputs (x,t) and one output u +# 8 fully connected layers with 20 nodes per layer +layers = [2, 20, 20, 20, 20, 20, 20, 20, 20, 1] +``` + + +```python +# This code duplicated from above incase you have been playing with parameters +data = scipy.io.loadmat("Data/heatEquation_data.mat") +t = data['t'].flatten()[:,None] # read in t and flatten into column vector +x = data['x'].flatten()[:,None] # read in x and flatten into column vector + # Exact represents the exact solution to the problem, from the Matlab script provided +Exact = np.real(data['usol']).T # Exact has structure of nx times nt + + +# print("t = ", t.transpose()) +# print("x = ", x.transpose()) +print("usol shape = ", Exact.shape) + +# We need to find all the x,t coordinate pairs in the domain +X, T = np.meshgrid(x,t) + +# Flatten the coordinate grid into pairs of x,t coordinates +X_star = np.hstack((X.flatten()[:,None], T.flatten()[:,None])) # coordinates x,t +u_star = Exact.flatten()[:,None] # corresponding solution value with each coordinate + + +print("X has shape ", X.shape, ", X_star has shape ", X_star.shape) + +# Doman bounds (-1,1) +lb = X_star.min(0) +ub = X_star.max(0) + +print("Lower bounds of x,t: ", lb) +print("Upper bounds of x,t: ", ub) + +## train using internal points +X_u_train = X_star +u_train = u_star + +## Generate collocation points using Latin Hypercube sampling within the bounds of the spationtemporal coordinates +# Generate N_f x,t coordinates within range of upper and lower bounds +X_f_train = lb + (ub-lb)*lhs(2, N_f) # the 2 denotes the number of coordinates we have - x,t + +## In addition, we add the X_u_train coordinats from the boundaries to the X_f coordinate set +X_f_train = np.vstack((X_f_train, X_u_train)) # stack up all training x,t coordinates for u and f + +## We downsample the boundary data to leave N_u randomly distributed points +## This makes the training more difficult - +## if we used all the points then there is not much for the network to do! +idx = np.random.choice(X_star.shape[0], N_u, replace=False) +X_u_train = X_star[idx,:] +u_train = u_star[idx,:] +``` + + usol shape = (51, 101) + X has shape (51, 101) , X_star has shape (5151, 2) + Lower bounds of x,t: [0. 0.] + Upper bounds of x,t: [1. 0.25] + + +
+ +now we will use all the same fuctions as before except we will modify `k` and the train function to handle a changing `k` value + +
+ + +```python +# k as tensorflow variable with inital value set +k = tf.Variable([1.0], dtype=tf.float32) +xvars, NNvars, tfvars, preds, optvars = init(X_u_train, u_train, layers, lb, ub,k) +X, lb, ub, x, t, u = xvars +layers, weights, biases = NNvars +sess, x_tf, t_tf ,u_tf = tfvars +u_pred, f_pred,=preds +loss, optimizer,optimizer_Adam,train_op_Adam = optvars +``` + + Device mapping: no known devices. + + + 2021-08-11 22:21:09.503261: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503302: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503319: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503331: I tensorflow/core/common_runtime/placer.cc:114] Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503344: I tensorflow/core/common_runtime/placer.cc:114] Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503355: I tensorflow/core/common_runtime/placer.cc:114] Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503366: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503377: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503388: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503399: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503411: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503425: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503436: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503464: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503475: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503485: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503496: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503504: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503515: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503532: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503544: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503555: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503565: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503574: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503586: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503596: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503607: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503619: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503629: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503639: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503651: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503661: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503671: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503681: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503690: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503699: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503709: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503716: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503723: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503734: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503745: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503755: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503767: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503778: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503787: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503798: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503805: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503816: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503824: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503830: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503839: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503850: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503861: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503869: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503881: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503892: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503902: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503913: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503923: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503931: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503942: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503952: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503960: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503970: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503976: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503983: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503990: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.503999: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504008: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504016: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504022: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504028: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504034: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504043: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504054: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504061: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504067: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504073: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504083: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504095: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504104: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504115: I tensorflow/core/common_runtime/placer.cc:114] concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504122: I tensorflow/core/common_runtime/placer.cc:114] sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504131: I tensorflow/core/common_runtime/placer.cc:114] mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504143: I tensorflow/core/common_runtime/placer.cc:114] truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504154: I tensorflow/core/common_runtime/placer.cc:114] sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504165: I tensorflow/core/common_runtime/placer.cc:114] MatMul/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504176: I tensorflow/core/common_runtime/placer.cc:114] MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504186: I tensorflow/core/common_runtime/placer.cc:114] Add/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504195: I tensorflow/core/common_runtime/placer.cc:114] Add: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504202: I tensorflow/core/common_runtime/placer.cc:114] Tanh: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504207: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504213: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504219: I tensorflow/core/common_runtime/placer.cc:114] Add_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504225: I tensorflow/core/common_runtime/placer.cc:114] Add_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504232: I tensorflow/core/common_runtime/placer.cc:114] Tanh_1: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504238: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504245: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504254: I tensorflow/core/common_runtime/placer.cc:114] Add_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504261: I tensorflow/core/common_runtime/placer.cc:114] Add_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504268: I tensorflow/core/common_runtime/placer.cc:114] Tanh_2: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504275: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504282: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504291: I tensorflow/core/common_runtime/placer.cc:114] Add_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504303: I tensorflow/core/common_runtime/placer.cc:114] Add_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504315: I tensorflow/core/common_runtime/placer.cc:114] Tanh_3: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504325: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504337: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504347: I tensorflow/core/common_runtime/placer.cc:114] Add_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504358: I tensorflow/core/common_runtime/placer.cc:114] Add_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504367: I tensorflow/core/common_runtime/placer.cc:114] Tanh_4: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504373: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504380: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504385: I tensorflow/core/common_runtime/placer.cc:114] Add_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504391: I tensorflow/core/common_runtime/placer.cc:114] Add_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504401: I tensorflow/core/common_runtime/placer.cc:114] Tanh_5: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504415: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504427: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504437: I tensorflow/core/common_runtime/placer.cc:114] Add_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504449: I tensorflow/core/common_runtime/placer.cc:114] Add_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504458: I tensorflow/core/common_runtime/placer.cc:114] Tanh_6: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504464: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504470: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504476: I tensorflow/core/common_runtime/placer.cc:114] Add_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504483: I tensorflow/core/common_runtime/placer.cc:114] Add_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504489: I tensorflow/core/common_runtime/placer.cc:114] Tanh_7: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504495: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504501: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504508: I tensorflow/core/common_runtime/placer.cc:114] Add_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504515: I tensorflow/core/common_runtime/placer.cc:114] Add_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504522: I tensorflow/core/common_runtime/placer.cc:114] concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504529: I tensorflow/core/common_runtime/placer.cc:114] sub_2: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504536: I tensorflow/core/common_runtime/placer.cc:114] mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504543: I tensorflow/core/common_runtime/placer.cc:114] truediv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504550: I tensorflow/core/common_runtime/placer.cc:114] sub_3: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504556: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504566: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504573: I tensorflow/core/common_runtime/placer.cc:114] Add_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504579: I tensorflow/core/common_runtime/placer.cc:114] Add_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504586: I tensorflow/core/common_runtime/placer.cc:114] Tanh_8: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504591: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504598: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504603: I tensorflow/core/common_runtime/placer.cc:114] Add_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504612: I tensorflow/core/common_runtime/placer.cc:114] Add_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504621: I tensorflow/core/common_runtime/placer.cc:114] Tanh_9: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504627: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504634: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504640: I tensorflow/core/common_runtime/placer.cc:114] Add_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504646: I tensorflow/core/common_runtime/placer.cc:114] Add_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504656: I tensorflow/core/common_runtime/placer.cc:114] Tanh_10: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504666: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504678: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504688: I tensorflow/core/common_runtime/placer.cc:114] Add_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504699: I tensorflow/core/common_runtime/placer.cc:114] Add_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504707: I tensorflow/core/common_runtime/placer.cc:114] Tanh_11: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504712: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504719: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504725: I tensorflow/core/common_runtime/placer.cc:114] Add_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504749: I tensorflow/core/common_runtime/placer.cc:114] Add_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504756: I tensorflow/core/common_runtime/placer.cc:114] Tanh_12: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504762: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504768: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504774: I tensorflow/core/common_runtime/placer.cc:114] Add_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504784: I tensorflow/core/common_runtime/placer.cc:114] Add_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504791: I tensorflow/core/common_runtime/placer.cc:114] Tanh_13: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504799: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504811: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504821: I tensorflow/core/common_runtime/placer.cc:114] Add_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504831: I tensorflow/core/common_runtime/placer.cc:114] Add_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504839: I tensorflow/core/common_runtime/placer.cc:114] Tanh_14: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504844: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504850: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504856: I tensorflow/core/common_runtime/placer.cc:114] Add_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504864: I tensorflow/core/common_runtime/placer.cc:114] Add_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504876: I tensorflow/core/common_runtime/placer.cc:114] Tanh_15: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504882: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504888: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504893: I tensorflow/core/common_runtime/placer.cc:114] Add_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504902: I tensorflow/core/common_runtime/placer.cc:114] Add_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504913: I tensorflow/core/common_runtime/placer.cc:114] gradients/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504919: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504927: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504936: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504948: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504958: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504967: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504976: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504982: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504988: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_17_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.504994: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_17_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505000: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505005: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505011: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505016: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505022: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505027: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505032: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505037: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505043: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505052: I tensorflow/core/common_runtime/placer.cc:114] gradients/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.505058: I tensorflow/core/common_runtime/placer.cc:114] gradients/Tanh_14_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506500: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506510: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506519: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506536: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506543: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506628: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506635: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506640: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506646: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506651: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506656: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506662: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506667: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506673: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506678: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506683: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506690: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506700: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506709: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506719: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506728: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506735: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506741: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506746: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506751: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506757: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506762: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506767: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506773: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506778: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506786: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506796: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506806: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506814: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506820: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506827: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506834: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506839: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506844: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506850: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506855: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506860: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506865: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506871: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506876: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506884: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506893: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506903: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506912: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.506918: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones: (Fill): 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gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507138: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507143: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507152: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507158: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507166: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507175: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507185: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507830: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507840: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507845: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507851: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507856: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507861: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507867: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507873: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507879: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507884: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507890: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507895: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507901: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507909: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507919: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507929: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507936: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507942: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507947: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507953: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.507958: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508515: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508530: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508540: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508551: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508560: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508570: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508580: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508592: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508598: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508603: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508608: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508615: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508621: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508626: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508631: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508636: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508642: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.508647: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509388: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509396: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509403: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509409: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509414: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509420: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509425: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509430: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509435: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509441: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509446: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509451: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509456: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509465: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509475: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509485: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509492: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509498: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.509503: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510046: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510068: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510077: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510083: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510089: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510096: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): 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2021-08-11 22:21:09.510130: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510139: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510149: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510159: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510169: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510179: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510190: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510199: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510205: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.510210: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511029: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511057: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511065: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511070: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511076: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511085: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511094: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511105: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511114: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511123: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511132: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:21:09.511189: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511198: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511270: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511281: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511290: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511303: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511679: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511704: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511717: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511726: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511736: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511747: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511757: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511763: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511771: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511776: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511782: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511787: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511793: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511798: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.511804: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range: (Range): 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2021-08-11 22:21:09.511835: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512073: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512081: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512087: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512192: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512206: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512215: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512221: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512226: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512231: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512237: I tensorflow/core/common_runtime/placer.cc:114] 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512278: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512286: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512296: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512306: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512312: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512619: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512630: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512638: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512646: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512652: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512657: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512663: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512669: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512676: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512681: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.512686: 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tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.513372: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.513414: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.513423: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.513431: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.513436: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_2/MatMul_12_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514426: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_12_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514435: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514747: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_10_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514763: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514773: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514779: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514784: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514789: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514794: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514799: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_11_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514804: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.514809: I 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gradients_2/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523735: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523740: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523745: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523750: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523756: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523765: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523771: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523776: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.523781: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524235: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524248: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524264: I tensorflow/core/common_runtime/placer.cc:114] mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524272: I tensorflow/core/common_runtime/placer.cc:114] Square: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524279: I tensorflow/core/common_runtime/placer.cc:114] Mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524285: I tensorflow/core/common_runtime/placer.cc:114] sub_4: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524291: I tensorflow/core/common_runtime/placer.cc:114] Square_1: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524297: I tensorflow/core/common_runtime/placer.cc:114] Mean_1: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524304: I tensorflow/core/common_runtime/placer.cc:114] mul_3: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524310: I tensorflow/core/common_runtime/placer.cc:114] add_18: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524323: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524329: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524335: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524341: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524348: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524364: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524370: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524376: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524391: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524399: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524405: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524411: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524417: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524598: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524614: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524621: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524628: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524634: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524640: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524647: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524657: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524663: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524669: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524675: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524681: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524686: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524696: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524705: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524711: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524717: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524723: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524741: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524746: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524752: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.524758: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525268: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525277: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525282: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525289: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525294: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525301: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525307: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525312: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525318: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525324: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525330: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525339: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525352: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525358: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525364: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525370: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525376: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525388: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525393: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.525408: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526375: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526402: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526420: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526439: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526447: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526453: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526463: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526470: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526476: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526481: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526490: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526500: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526511: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526521: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526553: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526562: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526570: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526579: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526588: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526597: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526607: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526618: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526923: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526956: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526966: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.526974: I tensorflow/core/common_runtime/placer.cc:114] 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.527128: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528037: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528060: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528072: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528082: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528091: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528155: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528164: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528236: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528247: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528259: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528458: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528465: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528471: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528477: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528880: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528889: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528898: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528907: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528916: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528925: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528933: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528942: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528952: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528968: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528985: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.528994: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529002: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529011: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529020: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529365: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529464: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529469: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529490: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529496: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529501: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529772: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529785: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529796: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529802: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529808: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529813: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529819: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529870: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529880: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529885: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529891: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529902: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529908: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.529914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535585: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535612: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535622: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535632: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535641: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535656: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535666: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535675: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535684: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535693: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535701: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535710: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535719: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535727: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535737: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535745: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535763: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535771: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535779: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.535794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536085: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536100: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536110: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536119: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536128: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536137: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536146: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536155: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536164: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536173: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536182: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536191: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536199: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536820: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536827: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536832: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536838: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.536844: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): 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2021-08-11 22:21:09.537138: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537143: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537148: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537154: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537159: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537165: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537171: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537180: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537191: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537200: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): 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gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537246: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537380: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537388: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537393: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537399: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537404: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537409: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537415: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537424: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537430: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_2_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:21:09.537468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537486: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537496: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537506: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537515: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537524: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537532: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537953: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537963: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.537970: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/MatMul_2_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538014: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538019: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538030: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538036: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538503: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538509: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538514: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.538520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539169: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539176: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539182: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539495: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539510: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539530: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539539: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539548: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539557: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539564: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539573: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539581: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539594: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539603: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539613: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539623: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539631: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_1_grad/MatMul: (MatMul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539691: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539698: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539709: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539714: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539719: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539725: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539730: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539734: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539740: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539748: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539756: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539766: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539775: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539781: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539793: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539798: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539809: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539814: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.539820: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541126: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541157: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): 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gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541199: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541206: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541211: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541217: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541761: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541771: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541782: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541855: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541865: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.541887: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.542339: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.542345: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.542351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.542358: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.542363: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544221: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544230: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544239: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544249: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544256: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544719: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544740: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.544752: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: 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2021-08-11 22:21:09.545771: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545778: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545798: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545808: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545818: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545829: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545838: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.545849: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546233: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546239: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546244: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546250: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546307: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546321: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546610: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546628: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546638: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546645: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546651: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546656: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546662: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546671: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546677: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546683: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546688: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546695: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546701: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546708: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.546718: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547211: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547222: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547230: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547240: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547673: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547691: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547701: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547710: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547719: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/ones: (Fill): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547805: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547813: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547818: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547825: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.547835: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.548493: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.548499: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.548505: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.548510: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): 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2021-08-11 22:21:09.549042: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549056: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549063: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549069: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549077: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549086: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549096: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549106: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549436: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549450: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549460: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549467: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549481: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549566: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549572: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.549578: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550034: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550084: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550093: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550103: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550114: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: 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I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550928: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550935: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.550944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551525: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551534: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551543: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551552: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551560: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551569: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551578: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.551586: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553777: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553783: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553789: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553795: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553827: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553833: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553838: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553843: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.553878: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554290: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554302: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554308: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554313: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554319: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554325: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554330: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554335: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554341: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: 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gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554780: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554788: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554792: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554797: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554802: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554807: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554812: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554817: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554823: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554828: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554834: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554839: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554845: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554853: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554859: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554864: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554869: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.554874: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): 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(Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555161: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555172: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555176: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555181: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555186: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555191: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555195: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555200: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555206: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555211: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555216: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555222: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555228: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555233: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555238: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555243: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555248: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555253: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555638: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555645: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555650: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555655: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555661: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555666: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555672: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555680: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555685: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555689: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555694: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555699: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555709: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555715: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555720: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555726: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555731: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555736: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555742: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.555747: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556223: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556235: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556243: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556249: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556257: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556265: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.556274: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557114: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557132: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557140: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557145: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557157: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557175: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557183: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557189: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557195: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557200: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557206: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557216: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557233: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557240: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557246: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557251: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557257: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557263: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557269: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557274: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557279: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557285: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557290: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557303: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557311: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557320: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557328: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557334: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557339: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557345: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557350: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557363: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557374: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557379: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557395: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557406: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557415: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557424: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557433: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557443: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557449: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557455: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557464: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557471: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557478: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557487: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557495: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557503: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557513: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557522: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557531: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557555: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557565: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557574: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557582: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557589: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557597: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557607: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557616: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557626: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557644: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557654: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557704: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557716: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557724: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557737: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557746: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557763: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557775: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557785: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557795: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557805: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557816: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557826: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557839: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557848: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557853: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557859: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557866: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557874: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_14: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557882: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557890: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557901: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557910: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.557920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558015: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558034: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558044: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558054: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558064: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558075: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558086: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558096: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558107: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558117: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558125: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558131: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558136: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558142: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558150: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558156: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558161: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558173: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558182: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558192: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558203: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558213: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558644: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558658: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558668: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558679: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558690: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558700: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558709: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_19: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558721: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558732: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558742: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558800: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558809: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_20: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558819: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_13_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558829: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_21: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558838: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_22: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558848: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558859: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558869: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558881: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558887: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.558906: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559427: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559445: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_14_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559454: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_23: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559466: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_14_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559475: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_14_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_14_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559493: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_14_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559500: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_14_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559508: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_24: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559517: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559524: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559532: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559547: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559553: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559561: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559570: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.559576: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/Add_11_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560631: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560648: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_35: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560654: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.560659: I 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tensorflow/core/common_runtime/placer.cc:114] beta2_power/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561616: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561620: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561625: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561844: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561850: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561884: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561889: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561893: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561898: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561903: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/IsInitialized/VarIsInitializedOp: 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tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561936: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561941: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.561946: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562303: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562322: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562332: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562337: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562341: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562346: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562351: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562356: 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(AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562389: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562399: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562408: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562416: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562425: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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Variable_8/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562938: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562943: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562948: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562952: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562957: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Read/ReadVariableOp: (ReadVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562991: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.562995: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563000: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563005: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563009: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563014: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563019: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563023: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563028: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563127: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563133: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563138: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563143: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563148: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563152: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563157: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563162: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563167: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563173: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563183: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563192: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Read/ReadVariableOp: (ReadVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563276: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563283: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563290: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563299: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563656: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563664: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563669: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563673: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563678: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.563683: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564589: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564594: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564599: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564606: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_17/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564612: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564617: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564621: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564626: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564630: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564638: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564643: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564647: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564663: I tensorflow/core/common_runtime/placer.cc:114] Adam: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564674: I tensorflow/core/common_runtime/placer.cc:114] init: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564685: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564692: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564700: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564707: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564714: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564733: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564889: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564895: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564901: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564907: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564914: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564928: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564934: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564942: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564960: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564971: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564980: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564986: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564992: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.564997: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565006: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565014: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565020: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565025: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565032: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565040: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565046: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.565054: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589204: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589226: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589233: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589239: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589245: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589251: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589256: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589262: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589269: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589276: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589292: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589302: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589311: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589331: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589344: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589352: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589361: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589371: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589379: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589388: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589835: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589852: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589861: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589868: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589885: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589890: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589896: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589902: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589908: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589913: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589919: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589928: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589934: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589940: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589945: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589958: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589966: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589972: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589977: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.589983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590754: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590776: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590786: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590795: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590803: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590812: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590824: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590833: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590843: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590853: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590862: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590871: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590880: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590889: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590899: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590909: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_7_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590926: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590934: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590942: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590950: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.590958: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591103: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591111: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591117: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591124: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591134: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591141: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591147: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591159: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591168: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591175: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591181: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591187: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591196: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591202: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591208: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591214: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591222: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591229: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591235: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591240: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591544: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591568: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591596: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591619: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591630: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591639: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591649: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591660: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591671: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591681: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591691: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591701: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591709: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591718: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591837: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591848: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591866: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591877: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591887: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591898: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591908: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591918: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591928: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591938: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591947: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591958: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591969: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591978: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591984: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591990: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.591995: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.592978: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593004: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593027: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593032: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593040: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593046: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593051: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593058: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593064: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593071: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593078: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593084: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593094: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593102: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593112: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593122: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593134: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593145: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593154: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593163: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.593983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594003: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594021: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594026: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594032: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594038: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594050: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594055: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594061: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594066: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594072: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594078: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594083: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594096: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594101: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_4_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594107: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594113: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594118: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594123: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594363: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594373: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594381: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594388: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594393: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594400: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594405: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594451: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594460: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594466: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594472: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594477: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594483: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594489: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594494: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594499: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594937: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594952: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594963: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594979: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.594985: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595052: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595059: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595065: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595070: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): 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gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595354: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595361: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595367: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595373: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595378: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595386: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595394: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595404: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595413: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595418: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595423: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595429: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595438: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595445: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595451: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595457: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595936: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595945: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595958: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595967: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595978: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595984: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595990: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.595995: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596001: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596007: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596012: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596022: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596028: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596037: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596043: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596049: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596059: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596302: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596311: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596318: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): 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gradients_4/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596359: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596364: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596370: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596375: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596380: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596423: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596894: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596905: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596910: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:09.596957: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596963: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596968: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596979: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596992: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.596998: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597003: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597008: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597018: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597026: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597485: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597497: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597504: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597509: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597515: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597520: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597526: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597532: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597537: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597543: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597548: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597554: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597559: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597565: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597571: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597576: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597581: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_1_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597587: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597593: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597819: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597826: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597835: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597842: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597848: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597854: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597863: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597869: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597880: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597886: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Reshape_grad/Shape: (Shape): 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gradients_4/Add_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597930: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597937: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.597943: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598197: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598207: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598215: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598221: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598230: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598238: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598244: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum: (Sum): 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598281: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598288: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598294: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598301: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598799: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598806: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598812: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598818: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598824: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598829: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598835: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598841: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598847: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.598853: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599148: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599156: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599161: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599167: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599173: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599178: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599184: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599190: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599196: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599201: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599244: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599254: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599260: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599673: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599683: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599692: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599702: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599712: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599721: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599727: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599733: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599738: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599744: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599752: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599759: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599765: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.599771: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600336: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600346: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600358: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600370: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600379: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600385: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600563: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600569: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600574: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600580: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600585: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600591: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600596: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600602: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600607: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600613: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600618: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600623: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600631: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600635: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600640: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600646: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600652: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.600658: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601120: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601126: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601131: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601137: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601142: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601148: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601153: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601158: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601163: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601169: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601174: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601180: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601185: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601699: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601705: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601710: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601715: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Reshape_grad/Shape: (Shape): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601757: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601763: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601768: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601774: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601779: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601784: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601789: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601926: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601949: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601954: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601959: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601964: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.601969: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/ones: (Fill): 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2021-08-11 22:21:09.603600: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603605: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603611: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603616: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603631: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603637: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603794: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603800: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:09.603860: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603865: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603870: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603876: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.603881: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604385: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604391: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604397: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604403: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604663: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604668: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604674: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.604679: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605232: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605238: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605244: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605590: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605596: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605601: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605607: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605640: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605645: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605650: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.605655: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606084: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606094: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606100: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606700: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606709: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606717: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.606726: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607087: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607093: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607098: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607104: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607163: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607169: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607174: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607737: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607754: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607766: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607776: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607786: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607793: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607800: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607806: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607814: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607819: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:09.607853: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607859: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607865: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.607870: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.608710: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.609081: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.609089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.609099: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.609108: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.610489: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.610495: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.610500: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.610506: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.612466: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.612475: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.612483: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.612491: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.612993: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613004: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613016: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613025: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613054: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613065: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613083: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613093: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613102: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613111: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613118: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613126: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613137: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613148: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613158: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613168: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613259: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613371: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613381: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613390: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613399: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613407: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613833: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613843: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613854: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613865: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613875: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613884: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613894: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613903: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613910: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613918: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613926: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613938: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613948: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613959: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613969: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613981: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613987: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.613994: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614001: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614009: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614263: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614278: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614289: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614300: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614311: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614332: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614343: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614352: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614361: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614370: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614375: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614384: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614392: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614401: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614411: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614422: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614432: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614443: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614451: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614460: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614732: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614746: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614756: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614769: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614780: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614791: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614801: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614808: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614817: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614827: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.614927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615207: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615220: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615230: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615239: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615257: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615264: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615270: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615277: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615287: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615296: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615306: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615317: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615328: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615337: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615346: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615356: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615366: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615377: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615386: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615396: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615648: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615663: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615670: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615676: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615685: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615690: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615695: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615699: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615704: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:21:09.615748: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615758: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615766: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615772: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615777: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615782: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.615788: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616005: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616027: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616038: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616046: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616052: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616058: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616062: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616067: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616072: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616077: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616082: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616087: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616093: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616098: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616104: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616109: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616115: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616120: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616129: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616134: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616654: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616673: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616682: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_14: (AddN): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616718: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616729: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616740: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616745: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616757: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616763: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616774: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616782: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616789: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616796: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616801: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616806: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616928: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616934: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616940: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616945: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616957: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616962: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616968: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616979: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616985: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616991: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.616998: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/tuple/control_dependency: (Identity): 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gradients_4/MatMul_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617049: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617057: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_20: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617066: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_13_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_21: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617331: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_22: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617345: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617365: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617375: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617385: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617394: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617402: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617411: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617421: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617429: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617438: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_23: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617448: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_14_grad/MatMul: (MatMul): 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gradients_4/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617489: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617496: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617502: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617508: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617514: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617705: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617713: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617718: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617724: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617729: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617739: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617744: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_27: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617749: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617755: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617760: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.617766: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/tuple/control_dependency: (Identity): 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gradients_4/Add_12_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618130: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618141: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618147: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618152: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_31: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618159: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618168: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618178: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618188: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618195: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618202: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_32: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618209: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_10_grad/TanhGrad: (TanhGrad): 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gradients_4/Add_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618291: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_35: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618485: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618493: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618498: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618504: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618508: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618513: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_36: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618518: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_9_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618523: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_37: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618536: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_38: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618542: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618548: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618557: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618566: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618572: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618578: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618612: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618629: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618637: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_39: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618647: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618656: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_10_grad/MatMul_1: (MatMul): 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gradients_4/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618952: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618962: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618971: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618980: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618988: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618993: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.618999: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619004: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619019: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619024: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619030: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619038: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619047: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619056: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619066: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619075: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619081: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619086: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619285: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619291: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619295: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619300: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619305: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619309: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619318: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619325: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619330: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619335: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619343: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619350: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619358: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619366: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619373: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619379: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619383: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619388: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.619393: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667202: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667215: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667227: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667234: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667241: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667248: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667255: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667262: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667269: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667278: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667289: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667301: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667315: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667327: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667340: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667352: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667364: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667377: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667387: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667821: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667841: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667855: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667866: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667878: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667890: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667903: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667915: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667923: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667930: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667937: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667944: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_1/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667951: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_2/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667958: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_3/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667965: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_4/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667972: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_5/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667983: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_6/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.667996: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_7/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668004: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_8/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668010: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_9/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668017: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_10/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668744: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_11/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668757: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_12/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668765: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_13/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668771: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_14/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668778: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_15/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668785: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_16/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668792: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_17/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668809: I tensorflow/core/common_runtime/placer.cc:114] Momentum: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668818: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668829: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668836: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668845: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668853: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668861: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668870: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668877: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668884: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668893: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668905: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668912: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668920: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668928: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.668936: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669305: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669326: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669334: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669344: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669352: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669359: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669368: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669376: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669384: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669392: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669400: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669407: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669415: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669423: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669430: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669447: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669462: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669474: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669483: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669491: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669498: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669507: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669514: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.669522: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670080: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670100: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670110: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670119: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670128: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670141: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670151: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670158: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670165: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670174: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670181: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670189: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670198: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670205: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670212: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670228: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670241: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670249: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670257: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670265: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670274: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670282: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670290: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670297: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670663: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670677: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670684: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670693: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670702: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670713: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670726: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670733: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670740: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670748: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670755: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670762: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670770: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670778: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670786: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670795: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670802: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670826: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670837: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670847: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670853: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670861: I tensorflow/core/common_runtime/placer.cc:114] concat_2: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670868: I tensorflow/core/common_runtime/placer.cc:114] sub_5: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.670875: I tensorflow/core/common_runtime/placer.cc:114] mul_4: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671269: I tensorflow/core/common_runtime/placer.cc:114] truediv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671279: I tensorflow/core/common_runtime/placer.cc:114] sub_6: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671286: I tensorflow/core/common_runtime/placer.cc:114] MatMul_18/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671292: I tensorflow/core/common_runtime/placer.cc:114] MatMul_18: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671298: I tensorflow/core/common_runtime/placer.cc:114] Add_19/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671305: I tensorflow/core/common_runtime/placer.cc:114] Add_19: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671311: I tensorflow/core/common_runtime/placer.cc:114] Tanh_16: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671317: I tensorflow/core/common_runtime/placer.cc:114] MatMul_19/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671326: I tensorflow/core/common_runtime/placer.cc:114] MatMul_19: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671335: I tensorflow/core/common_runtime/placer.cc:114] Add_20/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671342: I tensorflow/core/common_runtime/placer.cc:114] Add_20: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671349: I tensorflow/core/common_runtime/placer.cc:114] Tanh_17: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671354: I tensorflow/core/common_runtime/placer.cc:114] MatMul_20/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671361: I tensorflow/core/common_runtime/placer.cc:114] MatMul_20: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671367: I tensorflow/core/common_runtime/placer.cc:114] Add_21/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671378: I tensorflow/core/common_runtime/placer.cc:114] Add_21: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671385: I tensorflow/core/common_runtime/placer.cc:114] Tanh_18: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671390: I tensorflow/core/common_runtime/placer.cc:114] MatMul_21/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671397: I tensorflow/core/common_runtime/placer.cc:114] MatMul_21: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671403: I tensorflow/core/common_runtime/placer.cc:114] Add_22/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671409: I tensorflow/core/common_runtime/placer.cc:114] Add_22: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671416: I tensorflow/core/common_runtime/placer.cc:114] Tanh_19: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671424: I tensorflow/core/common_runtime/placer.cc:114] MatMul_22/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671434: I tensorflow/core/common_runtime/placer.cc:114] MatMul_22: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671441: I tensorflow/core/common_runtime/placer.cc:114] Add_23/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671448: I tensorflow/core/common_runtime/placer.cc:114] Add_23: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671454: I tensorflow/core/common_runtime/placer.cc:114] Tanh_20: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671771: I tensorflow/core/common_runtime/placer.cc:114] MatMul_23/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671793: I tensorflow/core/common_runtime/placer.cc:114] MatMul_23: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671800: I tensorflow/core/common_runtime/placer.cc:114] Add_24/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671810: I tensorflow/core/common_runtime/placer.cc:114] Add_24: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671818: I tensorflow/core/common_runtime/placer.cc:114] Tanh_21: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671824: I tensorflow/core/common_runtime/placer.cc:114] MatMul_24/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671831: I tensorflow/core/common_runtime/placer.cc:114] MatMul_24: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671836: I tensorflow/core/common_runtime/placer.cc:114] Add_25/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671844: I tensorflow/core/common_runtime/placer.cc:114] Add_25: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671850: I tensorflow/core/common_runtime/placer.cc:114] Tanh_22: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671856: I tensorflow/core/common_runtime/placer.cc:114] MatMul_25/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671863: I tensorflow/core/common_runtime/placer.cc:114] MatMul_25: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671869: I tensorflow/core/common_runtime/placer.cc:114] Add_26/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671876: I tensorflow/core/common_runtime/placer.cc:114] Add_26: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671883: I tensorflow/core/common_runtime/placer.cc:114] Tanh_23: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671889: I tensorflow/core/common_runtime/placer.cc:114] MatMul_26/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671896: I tensorflow/core/common_runtime/placer.cc:114] MatMul_26: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671902: I tensorflow/core/common_runtime/placer.cc:114] Add_27/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671908: I tensorflow/core/common_runtime/placer.cc:114] Add_27: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671915: I tensorflow/core/common_runtime/placer.cc:114] concat_3: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671923: I tensorflow/core/common_runtime/placer.cc:114] sub_7: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671930: I tensorflow/core/common_runtime/placer.cc:114] mul_5: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671936: I tensorflow/core/common_runtime/placer.cc:114] truediv_3: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671943: I tensorflow/core/common_runtime/placer.cc:114] sub_8: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671949: I tensorflow/core/common_runtime/placer.cc:114] MatMul_27/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671958: I tensorflow/core/common_runtime/placer.cc:114] MatMul_27: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.671965: I tensorflow/core/common_runtime/placer.cc:114] Add_28/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672698: I tensorflow/core/common_runtime/placer.cc:114] Add_28: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672730: I tensorflow/core/common_runtime/placer.cc:114] Tanh_24: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672743: I tensorflow/core/common_runtime/placer.cc:114] MatMul_28/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672755: I tensorflow/core/common_runtime/placer.cc:114] MatMul_28: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672767: I tensorflow/core/common_runtime/placer.cc:114] Add_29/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672779: I tensorflow/core/common_runtime/placer.cc:114] Add_29: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672791: I tensorflow/core/common_runtime/placer.cc:114] Tanh_25: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672799: I tensorflow/core/common_runtime/placer.cc:114] MatMul_29/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672808: I tensorflow/core/common_runtime/placer.cc:114] MatMul_29: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672818: I tensorflow/core/common_runtime/placer.cc:114] Add_30/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672858: I tensorflow/core/common_runtime/placer.cc:114] Add_30: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672872: I tensorflow/core/common_runtime/placer.cc:114] Tanh_26: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672883: I tensorflow/core/common_runtime/placer.cc:114] MatMul_30/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672896: I tensorflow/core/common_runtime/placer.cc:114] MatMul_30: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672904: I tensorflow/core/common_runtime/placer.cc:114] Add_31/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672915: I tensorflow/core/common_runtime/placer.cc:114] Add_31: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672926: I tensorflow/core/common_runtime/placer.cc:114] Tanh_27: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672936: I tensorflow/core/common_runtime/placer.cc:114] MatMul_31/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672952: I tensorflow/core/common_runtime/placer.cc:114] MatMul_31: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672971: I tensorflow/core/common_runtime/placer.cc:114] Add_32/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.672991: I tensorflow/core/common_runtime/placer.cc:114] Add_32: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673006: I tensorflow/core/common_runtime/placer.cc:114] Tanh_28: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673016: I tensorflow/core/common_runtime/placer.cc:114] MatMul_32/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673028: I tensorflow/core/common_runtime/placer.cc:114] MatMul_32: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673038: I tensorflow/core/common_runtime/placer.cc:114] Add_33/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673050: I tensorflow/core/common_runtime/placer.cc:114] Add_33: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673061: I tensorflow/core/common_runtime/placer.cc:114] Tanh_29: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673239: I tensorflow/core/common_runtime/placer.cc:114] MatMul_33/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673259: I tensorflow/core/common_runtime/placer.cc:114] MatMul_33: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673271: I tensorflow/core/common_runtime/placer.cc:114] Add_34/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673285: I tensorflow/core/common_runtime/placer.cc:114] Add_34: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673298: I tensorflow/core/common_runtime/placer.cc:114] Tanh_30: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673310: I tensorflow/core/common_runtime/placer.cc:114] MatMul_34/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673322: I tensorflow/core/common_runtime/placer.cc:114] MatMul_34: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673332: I tensorflow/core/common_runtime/placer.cc:114] Add_35/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673344: I tensorflow/core/common_runtime/placer.cc:114] Add_35: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673355: I tensorflow/core/common_runtime/placer.cc:114] Tanh_31: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673366: I tensorflow/core/common_runtime/placer.cc:114] MatMul_35/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673378: I tensorflow/core/common_runtime/placer.cc:114] MatMul_35: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673387: I tensorflow/core/common_runtime/placer.cc:114] Add_36/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673399: I tensorflow/core/common_runtime/placer.cc:114] Add_36: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673413: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Shape: (Shape): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673493: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673503: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673514: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_35_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673524: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_35_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.673536: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_31_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674064: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674083: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674096: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674107: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674116: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674126: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674136: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_35_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674147: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_34_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674157: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_34_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674168: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_30_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674179: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674189: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674198: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674208: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674218: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674230: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674240: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674252: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_33_grad/MatMul: (MatMul): 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gradients_5/Add_33_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674951: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_33_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674973: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_33_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674984: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_33_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.674998: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_32_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675008: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_32_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675019: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_28_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675031: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675042: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675052: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675062: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675072: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675086: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675097: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675108: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_31_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675118: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_31_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675129: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_27_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675140: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675150: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675160: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675170: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675184: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675193: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675203: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675214: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_30_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675514: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_30_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675532: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_26_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675543: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675554: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675564: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_5/Add_29_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675703: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675713: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675723: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_28_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675734: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_28_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675745: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_24_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675755: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.675766: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676151: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676163: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676171: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676180: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_5/truediv_3_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676411: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676420: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676609: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676621: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676631: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/mul_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.676640: I 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gradients_6/Add_30_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678237: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_30_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678246: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_30_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678255: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/MatMul_29_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678263: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/MatMul_29_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678723: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Tanh_25_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678747: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678754: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678759: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678765: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678775: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678784: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:09.678841: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_28_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678847: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_28_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678853: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678861: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678866: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.678871: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/MatMul_27_grad/MatMul: (MatMul): 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gradients_6/sub_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679480: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_8_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679490: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679499: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679511: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679520: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679527: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679536: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679543: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679549: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679554: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.679559: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680242: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680246: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680252: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680257: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680262: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680267: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680272: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680277: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680282: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680287: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680292: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680297: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680302: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680309: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680318: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680327: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680335: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680341: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680875: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680888: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680898: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680905: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680914: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680922: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680930: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680936: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680944: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680952: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680961: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680969: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680980: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680989: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.680998: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681007: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681016: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681026: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681035: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681050: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/ones: (Fill): 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2021-08-11 22:21:09.681370: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681378: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681388: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681397: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681406: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681416: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681424: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681434: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681443: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681452: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681461: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681470: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681478: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681897: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681909: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681919: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681928: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681937: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681945: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681955: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681963: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681969: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681975: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681982: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.681990: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682004: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682013: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682022: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682031: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682039: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682047: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682052: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682057: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682064: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682456: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682467: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682476: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682486: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682495: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682504: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682512: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682520: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682538: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682548: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682557: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682565: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682573: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682582: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682590: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682599: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682607: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682614: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682619: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682625: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682633: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682756: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682767: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682775: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682784: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682792: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682800: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682809: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682821: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682828: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682833: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682837: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682843: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682850: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682857: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682864: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682872: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682881: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682890: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682898: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682907: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.682915: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683311: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Shape_1: (Shape): 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2021-08-11 22:21:09.683364: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683372: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683380: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683385: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683391: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683398: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683406: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683415: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683424: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683432: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683440: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683449: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683456: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683461: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683468: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683575: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683585: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683598: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683607: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683616: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683624: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:21:09.683665: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683673: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683682: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683690: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683698: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683707: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683715: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683722: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683727: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.683732: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684139: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:09.684269: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684277: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684286: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684294: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684300: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684558: I 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684648: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684656: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684664: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684672: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.684680: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_34_grad/MatMul_grad/MatMul: (MatMul): 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gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685024: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Tanh_31_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685034: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_35_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685046: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_35_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685055: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_35_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685064: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_35_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.685072: 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2021-08-11 22:21:09.686375: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686383: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686617: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686629: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_27_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686639: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_27_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686648: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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2021-08-11 22:21:09.686704: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686714: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686722: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686730: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686738: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686746: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Reshape: (Reshape): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686788: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686796: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686880: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686891: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686899: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686907: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686915: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686923: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686931: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686940: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686949: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686957: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686963: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686968: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686974: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686981: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686988: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.686996: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687004: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687011: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687020: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687028: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687036: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687044: I tensorflow/core/common_runtime/placer.cc:114] ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687062: I tensorflow/core/common_runtime/placer.cc:114] mul_6: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687074: I tensorflow/core/common_runtime/placer.cc:114] Square_2: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687085: I tensorflow/core/common_runtime/placer.cc:114] Mean_2: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687391: I tensorflow/core/common_runtime/placer.cc:114] sub_9: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687429: I tensorflow/core/common_runtime/placer.cc:114] Square_3: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687445: I tensorflow/core/common_runtime/placer.cc:114] Mean_3: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687457: I tensorflow/core/common_runtime/placer.cc:114] mul_7: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687469: I tensorflow/core/common_runtime/placer.cc:114] add_37: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687476: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687482: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/add_37_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687492: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/add_37_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687500: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/add_37_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687513: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687522: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687528: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687533: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687538: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687545: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687555: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687565: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687575: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687585: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687593: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687601: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687609: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687618: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687626: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.687636: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688114: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688134: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688148: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688160: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688171: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688178: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688183: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688189: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688194: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688200: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688205: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688210: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688216: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688221: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688227: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688232: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688238: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688243: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688254: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688259: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688265: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688270: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688275: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688455: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688462: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688467: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688473: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688478: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688487: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688493: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688498: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688504: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688509: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688515: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688520: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688526: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688531: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688536: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688542: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688547: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688552: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688558: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688563: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688568: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688573: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688578: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688939: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688978: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688983: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688988: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688993: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.688999: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/add: (AddV2): 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gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/sub_4_grad/Reshape: (Reshape): 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Tanh_7_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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(BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_7_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/MatMul_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/MatMul_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_1/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_2/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_3/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_4/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_5/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_6/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_7/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_14/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_15/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_16/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_17/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_1/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_2/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_3/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_4/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_5/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_6/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_7/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_8/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_9/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_10/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_11/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_12/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_13/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_14/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_15/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_16/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_17/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_16/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_16/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_33/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_33/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_33/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_34/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_34/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_34/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_17/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_17/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_35/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_35/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_35/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_36/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_36/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_36/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + concat_2: (ConcatV2): 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gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/MatMul_21_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/MatMul_21_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/MatMul_21_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/MatMul_21_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/MatMul_21_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/Shape: (Shape): 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gradients_8/gradients_7/Add_33_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_33_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_33_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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(FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Add_34_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Add_34_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): 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Variable_24/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1/Initial + + calhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689008: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689013: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689018: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689022: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689028: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689033: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689038: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689044: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689049: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689054: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689230: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689237: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689242: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_23_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689253: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689259: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689263: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689268: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689272: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689277: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689281: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689286: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689292: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689298: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689308: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689314: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689319: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689325: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689330: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689335: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689340: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689745: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689759: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689771: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689782: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689790: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689796: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689802: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689808: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689818: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689828: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689838: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689846: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689856: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689866: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689874: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689880: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689885: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689893: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689899: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689904: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689909: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_22_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.689915: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690010: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690017: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690022: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690029: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690037: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690046: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690056: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690066: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690077: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690085: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690090: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690096: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690101: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690107: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690112: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690117: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690122: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690127: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690133: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690139: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690144: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690149: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690464: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690472: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690477: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690483: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690488: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690493: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690498: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690504: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690509: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690515: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690534: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690547: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690554: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690559: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690564: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690569: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690575: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690580: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_21_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690586: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690591: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.690596: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691119: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691150: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691161: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691170: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691183: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691195: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691201: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691206: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691212: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691220: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691227: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691232: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691241: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691252: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691262: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691272: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_27_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691282: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_27_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691292: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_27_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691315: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_27_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691326: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_27_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691335: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_23_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691689: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_23_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691706: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_23_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691719: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_23_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691728: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_23_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691735: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691741: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691750: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_20_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691757: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691768: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691777: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691783: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691789: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691793: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691798: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691804: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691809: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691815: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691820: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691825: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691831: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691837: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691843: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.691853: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692134: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692143: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692149: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692155: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692161: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692166: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692172: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692180: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692200: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692207: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_22_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692213: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_22_grad/MatMul_1: (MatMul): 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22:21:09.692242: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_19_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692256: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692268: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692507: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692519: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692529: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692539: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692545: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692550: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692556: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692561: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692567: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692572: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692577: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692582: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692588: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_28_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692593: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_28_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692599: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_28_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692609: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692619: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692627: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692632: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692638: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692917: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692928: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692934: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692940: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692944: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692950: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692956: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692961: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692967: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692972: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692977: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692983: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692988: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.692996: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693002: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693006: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693011: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693017: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693022: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693028: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693876: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693888: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693894: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693899: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693905: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693965: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693970: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693976: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693982: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693986: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.693993: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694123: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694130: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694135: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694143: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694151: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694157: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_18_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694167: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694173: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694179: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694184: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694195: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694200: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694206: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694212: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694217: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694222: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694230: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694238: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_7/AddN_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694804: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694810: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694815: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694821: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694826: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694831: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694837: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694843: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694849: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694854: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694859: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694868: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694876: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.694882: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695153: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695158: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695164: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695172: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695178: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_17_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695184: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695196: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695201: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695207: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695213: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695219: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695224: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695229: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695235: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695240: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695245: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.695991: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Reshape_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696114: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696126: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696137: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696148: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696157: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696167: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696179: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696186: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696411: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696423: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696429: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696436: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696443: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696484: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696490: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696495: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696501: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696506: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696514: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696524: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696533: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696543: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.696553: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.717864: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.717870: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.717876: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.717884: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.717891: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718087: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718101: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718112: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718122: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718132: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718143: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718153: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718159: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718165: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718173: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718180: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718187: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718196: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718205: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718217: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718227: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718237: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718246: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718257: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718267: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718823: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718842: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.718852: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.721053: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.721059: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.721064: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.721071: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:21:09.722750: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722755: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722761: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722767: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722772: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722779: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722788: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722798: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722806: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.722811: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726716: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726731: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726741: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726750: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726925: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726933: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726942: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.726951: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727100: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727110: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727119: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727128: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727184: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727193: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727201: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.727209: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.728600: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.728611: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729355: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729385: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729542: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729553: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729564: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729575: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729585: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729594: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729605: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729615: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729626: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729684: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729693: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729703: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729712: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729808: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729817: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729827: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.729837: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul_1: 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(BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.731691: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.731701: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.731717: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.731727: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.731738: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734674: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734684: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734693: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734702: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734712: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.734723: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735166: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735187: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735202: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735213: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735222: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735231: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_28_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735241: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735251: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735261: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735270: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735280: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735291: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735314: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_28_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735328: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_28_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735339: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_28_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735350: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735362: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735372: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735911: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735928: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735938: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735949: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735959: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735969: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735981: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.735993: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736005: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736016: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736027: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736038: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736049: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736060: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736070: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736080: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736090: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736101: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736113: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736123: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736132: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736142: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736151: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736161: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736170: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736178: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736186: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736194: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736202: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736220: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736231: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736242: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736251: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736261: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736270: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736279: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736288: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736297: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736305: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736315: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736324: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736717: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736735: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736746: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736758: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736769: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736779: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736790: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736799: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736807: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736817: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736826: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736835: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736846: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736857: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736869: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736881: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736892: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736903: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736914: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736925: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.736935: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737199: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737226: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737239: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737249: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737261: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737272: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737283: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737293: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737311: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737329: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737337: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737347: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737356: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737366: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737376: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737385: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737394: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737691: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/group_deps: (NoOp): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737794: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737803: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737811: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737820: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737829: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737837: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737846: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737857: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737867: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.737876: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738225: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738242: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738250: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738256: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738263: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738268: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738274: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738283: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738289: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738295: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738311: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738332: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738342: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738351: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738356: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738361: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738366: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738371: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738376: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738720: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738734: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738743: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738750: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738759: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738765: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738770: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738780: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738789: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738798: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:21:09.738855: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738865: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738873: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738882: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738888: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.738893: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739160: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739172: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739181: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739200: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739207: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739212: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739218: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739225: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739233: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739239: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739244: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739254: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_31_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739259: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_14: (AddN): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_34_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739731: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_34_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739739: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_34_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739744: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_34_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739749: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739754: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739759: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_30_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739764: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739769: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739775: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739780: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739788: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739916: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739922: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739927: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739933: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.739938: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/Tanh_28_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740007: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740012: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740018: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740023: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740029: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740034: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740040: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740046: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740051: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740057: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740061: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740066: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_32_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740071: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_27: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740076: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_31_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740082: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_31_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740958: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_31_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.740978: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_31_grad/tuple/control_dependency: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.741122: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.741128: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.741133: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.741137: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_32: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.742332: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_26_grad/TanhGrad: (TanhGrad): 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(AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.744084: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.744092: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.744101: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.744109: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.744117: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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Adam_1/update_Variable_18/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746927: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_18/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746932: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_19/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746937: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_19/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746941: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_19/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746946: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_20/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746953: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_20/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746960: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_20/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746965: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_21/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746970: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_21/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746975: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_21/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746980: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_22/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746984: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_22/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746989: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_22/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746993: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_23/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.746998: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_23/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747003: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_23/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747010: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_24/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747017: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_24/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747111: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_24/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747117: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_25/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747121: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_25/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747126: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_25/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747130: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_26/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747135: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_26/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747141: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_26/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747149: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_27/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747154: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_27/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747159: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_27/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747163: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_28/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747168: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_28/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747173: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_28/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747177: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_29/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747182: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_29/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747186: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_29/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747191: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_30/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747195: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_30/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747200: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_30/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.747205: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_31/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769110: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_31/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769145: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_31/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769156: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_32/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769167: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_32/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769177: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_32/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769195: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_33/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769206: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_33/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769216: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_33/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769227: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_34/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769236: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_34/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769247: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_34/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769255: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_35/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769264: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_35/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769273: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_35/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769282: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_36/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769296: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_36/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769306: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/update_Variable_36/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769315: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769325: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769334: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769343: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769353: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769363: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769372: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769381: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769401: I tensorflow/core/common_runtime/placer.cc:114] Adam_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769413: I tensorflow/core/common_runtime/placer.cc:114] init_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769427: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769437: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769448: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769459: I tensorflow/core/common_runtime/placer.cc:114] Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769470: I tensorflow/core/common_runtime/placer.cc:114] zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769478: I tensorflow/core/common_runtime/placer.cc:114] Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769488: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769499: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769509: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769517: I tensorflow/core/common_runtime/placer.cc:114] Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769527: I tensorflow/core/common_runtime/placer.cc:114] zeros_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769535: I tensorflow/core/common_runtime/placer.cc:114] Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769545: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769554: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769564: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769572: I tensorflow/core/common_runtime/placer.cc:114] Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769582: I tensorflow/core/common_runtime/placer.cc:114] zeros_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769590: I tensorflow/core/common_runtime/placer.cc:114] Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769599: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769608: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769617: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769626: I tensorflow/core/common_runtime/placer.cc:114] Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769636: I tensorflow/core/common_runtime/placer.cc:114] zeros_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769644: I tensorflow/core/common_runtime/placer.cc:114] Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769653: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769663: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769673: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769683: I tensorflow/core/common_runtime/placer.cc:114] Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769694: I tensorflow/core/common_runtime/placer.cc:114] zeros_4: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769704: I tensorflow/core/common_runtime/placer.cc:114] Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769715: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769726: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769738: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769747: I tensorflow/core/common_runtime/placer.cc:114] Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769758: I tensorflow/core/common_runtime/placer.cc:114] zeros_5: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769769: I tensorflow/core/common_runtime/placer.cc:114] Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769780: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769791: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769802: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769812: I tensorflow/core/common_runtime/placer.cc:114] Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769823: I tensorflow/core/common_runtime/placer.cc:114] zeros_6: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769842: I tensorflow/core/common_runtime/placer.cc:114] Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769854: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769865: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769876: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769887: I tensorflow/core/common_runtime/placer.cc:114] Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769898: I tensorflow/core/common_runtime/placer.cc:114] zeros_7: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769907: I tensorflow/core/common_runtime/placer.cc:114] Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769919: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769930: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769941: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769951: I tensorflow/core/common_runtime/placer.cc:114] Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769962: I tensorflow/core/common_runtime/placer.cc:114] zeros_8: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769972: I tensorflow/core/common_runtime/placer.cc:114] Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769984: I tensorflow/core/common_runtime/placer.cc:114] Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.769996: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770007: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_2: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770018: I tensorflow/core/common_runtime/placer.cc:114] concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770028: I tensorflow/core/common_runtime/placer.cc:114] sub/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770038: I tensorflow/core/common_runtime/placer.cc:114] mul/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770049: I tensorflow/core/common_runtime/placer.cc:114] truediv/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770059: I tensorflow/core/common_runtime/placer.cc:114] sub_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770070: I tensorflow/core/common_runtime/placer.cc:114] concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770081: I tensorflow/core/common_runtime/placer.cc:114] sub_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770092: I tensorflow/core/common_runtime/placer.cc:114] mul_1/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770103: I tensorflow/core/common_runtime/placer.cc:114] truediv_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770114: I tensorflow/core/common_runtime/placer.cc:114] sub_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770123: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770133: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770142: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770151: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770160: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770169: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770178: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770186: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770195: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770205: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770215: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770223: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770232: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770241: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770249: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770257: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770266: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770275: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770284: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770292: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770300: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770307: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770323: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770333: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770343: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770352: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770360: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770369: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770379: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770389: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770399: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770409: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770419: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770428: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770436: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770445: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770454: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770463: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770471: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770479: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770486: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770495: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770504: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770513: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770521: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770539: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770550: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770558: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770566: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770574: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770583: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770591: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770599: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770606: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770614: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770622: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770630: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770637: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770644: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770657: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770665: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770673: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770681: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770688: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770695: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770702: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770710: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770717: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770726: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770738: I tensorflow/core/common_runtime/placer.cc:114] mul_2/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770748: I tensorflow/core/common_runtime/placer.cc:114] Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770758: I tensorflow/core/common_runtime/placer.cc:114] Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770770: I tensorflow/core/common_runtime/placer.cc:114] mul_3/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770779: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770788: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770797: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770806: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770815: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770824: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770834: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770843: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770852: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770862: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770872: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770882: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770892: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770903: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770925: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770936: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770946: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770964: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770973: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.770991: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771008: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771018: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771028: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771036: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771046: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771057: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771069: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771079: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771088: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771098: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771106: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771116: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771124: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771133: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771142: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771154: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771164: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771173: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771182: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771191: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771203: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771214: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771223: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771233: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771241: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771253: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771263: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771272: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771280: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771289: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771301: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771311: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771319: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771328: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771337: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771348: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771358: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771367: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771376: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771384: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771396: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771405: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771417: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771428: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771436: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771448: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771467: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771476: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771484: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771496: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771519: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771531: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771541: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771554: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771565: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771576: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771586: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771596: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771605: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771614: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771625: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771646: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771655: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771664: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771676: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771686: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771696: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771705: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771714: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771725: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771744: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771753: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771762: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771785: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771795: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771812: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771823: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771833: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.771842: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773726: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773756: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773776: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773787: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773796: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773812: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773824: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773834: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773844: I tensorflow/core/common_runtime/placer.cc:114] beta1_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773853: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773863: I tensorflow/core/common_runtime/placer.cc:114] beta2_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773872: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773882: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773893: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773903: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773910: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773915: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773920: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773925: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773930: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773935: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773939: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.773944: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774656: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774678: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774688: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774697: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774707: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774717: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774726: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774734: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774743: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774752: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774760: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774769: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774778: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774790: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774799: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774807: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774815: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774823: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774831: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774836: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774842: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774846: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774851: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774856: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.774865: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775183: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775199: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775209: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775217: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775226: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775235: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775244: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775253: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775262: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775270: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775275: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775280: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775286: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775290: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775295: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775300: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775305: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775310: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775315: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775320: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775325: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775330: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775335: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775340: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.775345: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776282: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776306: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776318: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776328: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776338: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776349: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776358: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776367: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776378: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776387: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776402: I tensorflow/core/common_runtime/placer.cc:114] Adam/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776408: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776417: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776423: I tensorflow/core/common_runtime/placer.cc:114] Adam/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776431: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776441: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776452: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776461: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776468: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776473: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776479: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776486: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776491: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776497: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.776503: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777029: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777043: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777051: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777057: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777063: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777070: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777075: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777083: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777095: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777100: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777105: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777110: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777115: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777120: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777125: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777131: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777135: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777142: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777151: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777156: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777161: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777829: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777844: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777851: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777862: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777873: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777881: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777887: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777895: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777904: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777911: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777916: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777921: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777926: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777931: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777937: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777942: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777947: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777952: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777956: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777962: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.777969: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778713: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778726: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778732: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778743: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778758: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778762: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778767: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778773: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778779: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778784: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778788: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778793: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778799: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778808: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778814: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778819: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778824: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778830: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778836: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.778846: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779103: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779109: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779116: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779121: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779126: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779130: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779138: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779147: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779152: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779157: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779164: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779171: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779179: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779184: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779189: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779193: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779198: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779203: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779209: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779583: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779590: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779595: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779606: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779612: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779616: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779621: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779632: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779637: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779642: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779647: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779651: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779657: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779667: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779673: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779678: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779683: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779688: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779694: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779699: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.779704: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780260: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780276: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780284: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780292: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780298: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780303: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780312: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780321: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780331: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780339: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780347: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780354: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780362: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780368: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780374: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780383: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780391: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780401: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780409: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780417: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780425: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780432: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780437: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780446: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780455: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780517: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780530: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780538: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780546: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780555: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780560: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780569: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780578: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780593: I tensorflow/core/common_runtime/placer.cc:114] Momentum/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780604: I tensorflow/core/common_runtime/placer.cc:114] Momentum/momentum: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780612: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780620: I tensorflow/core/common_runtime/placer.cc:114] Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780627: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780643: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780654: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780662: I tensorflow/core/common_runtime/placer.cc:114] Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780671: I tensorflow/core/common_runtime/placer.cc:114] zeros_9: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780676: I tensorflow/core/common_runtime/placer.cc:114] Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780682: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780688: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780694: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780702: I tensorflow/core/common_runtime/placer.cc:114] Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780709: I tensorflow/core/common_runtime/placer.cc:114] zeros_10: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780714: I tensorflow/core/common_runtime/placer.cc:114] Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780720: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780725: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780930: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780943: I tensorflow/core/common_runtime/placer.cc:114] Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780953: I tensorflow/core/common_runtime/placer.cc:114] zeros_11: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780963: I tensorflow/core/common_runtime/placer.cc:114] Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780972: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780981: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780987: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780992: I tensorflow/core/common_runtime/placer.cc:114] Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.780998: I tensorflow/core/common_runtime/placer.cc:114] zeros_12: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781003: I tensorflow/core/common_runtime/placer.cc:114] Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781009: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781018: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781025: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781030: I tensorflow/core/common_runtime/placer.cc:114] Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781036: I tensorflow/core/common_runtime/placer.cc:114] zeros_13: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781041: I tensorflow/core/common_runtime/placer.cc:114] Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781051: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781062: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781073: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781082: I tensorflow/core/common_runtime/placer.cc:114] Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781091: I tensorflow/core/common_runtime/placer.cc:114] zeros_14: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781098: I tensorflow/core/common_runtime/placer.cc:114] Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781107: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781116: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781122: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781127: I tensorflow/core/common_runtime/placer.cc:114] Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781351: I tensorflow/core/common_runtime/placer.cc:114] zeros_15: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781363: I tensorflow/core/common_runtime/placer.cc:114] Variable_32: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781374: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781383: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781391: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781397: I tensorflow/core/common_runtime/placer.cc:114] Variable_33: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781402: I tensorflow/core/common_runtime/placer.cc:114] zeros_16: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781407: I tensorflow/core/common_runtime/placer.cc:114] Variable_34: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781413: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781422: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781428: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781434: I tensorflow/core/common_runtime/placer.cc:114] Variable_35: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781439: I tensorflow/core/common_runtime/placer.cc:114] zeros_17: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781444: I tensorflow/core/common_runtime/placer.cc:114] Variable_36: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781450: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_3: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781459: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_4: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781468: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_5: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781474: I tensorflow/core/common_runtime/placer.cc:114] concat_2/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781482: I tensorflow/core/common_runtime/placer.cc:114] sub_5/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781490: I tensorflow/core/common_runtime/placer.cc:114] mul_4/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781499: I tensorflow/core/common_runtime/placer.cc:114] truediv_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781510: I tensorflow/core/common_runtime/placer.cc:114] sub_6/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781520: I tensorflow/core/common_runtime/placer.cc:114] concat_3/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781527: I tensorflow/core/common_runtime/placer.cc:114] sub_7/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781534: I tensorflow/core/common_runtime/placer.cc:114] mul_5/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781542: I tensorflow/core/common_runtime/placer.cc:114] truediv_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781550: I tensorflow/core/common_runtime/placer.cc:114] sub_8/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781940: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781951: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781960: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781969: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781978: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781986: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781994: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.781999: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782004: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782009: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782014: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782019: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782024: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782032: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782037: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782042: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782047: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782051: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782056: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782065: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782074: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782083: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782092: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782369: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782380: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782390: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782398: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782406: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782413: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782420: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782425: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782431: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782444: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782454: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782460: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782468: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782474: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782479: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782484: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782488: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782493: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782501: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782507: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782512: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.782516: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783059: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783072: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783078: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783083: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783087: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783093: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783098: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783103: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783108: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783113: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783118: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783123: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783128: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783133: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783138: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783142: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783147: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783152: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783157: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783162: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783167: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783287: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783293: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783298: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783307: I tensorflow/core/common_runtime/placer.cc:114] Const_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783317: I tensorflow/core/common_runtime/placer.cc:114] Const_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783324: I tensorflow/core/common_runtime/placer.cc:114] mul_7/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783329: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783335: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783341: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783347: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783352: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783358: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783363: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783369: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783375: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783381: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783387: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783393: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783399: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783404: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783410: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783416: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783422: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783428: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783801: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783812: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783817: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783822: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783827: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783832: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783837: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783843: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783851: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783856: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783860: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783869: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783875: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783883: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783889: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783894: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783899: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783904: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783909: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783917: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.783929: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784192: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784197: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784202: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784210: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784215: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784220: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784224: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784229: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784235: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784240: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784244: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784249: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784254: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784260: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784265: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784279: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784293: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784313: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784318: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784845: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784852: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784857: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784865: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784875: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784884: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784891: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784896: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784903: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784908: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784913: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784918: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784924: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784935: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784946: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784957: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784963: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784969: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784975: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784981: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.784987: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785237: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785254: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785259: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785265: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785271: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785275: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785280: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785285: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785291: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785296: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785301: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785305: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785310: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785316: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785326: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785330: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785335: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785341: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785346: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785743: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785753: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785762: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785773: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785781: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785786: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785791: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785796: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785802: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785810: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785818: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785827: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785836: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785843: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785849: I tensorflow/core/common_runtime/placer.cc:114] beta1_power_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785854: I tensorflow/core/common_runtime/placer.cc:114] beta1_power_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785859: I tensorflow/core/common_runtime/placer.cc:114] beta2_power_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785864: I tensorflow/core/common_runtime/placer.cc:114] beta2_power_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785869: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785874: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785878: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785883: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.785888: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786066: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786073: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786078: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786083: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786088: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786092: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786097: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786104: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786113: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786122: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786130: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786135: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786139: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786144: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786149: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786154: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786158: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786163: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786168: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786173: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786177: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786182: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786187: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786191: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786196: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786551: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786560: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786569: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786578: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786587: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786594: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786599: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786603: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786610: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786614: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786619: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786624: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786628: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786634: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786642: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786651: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786660: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786669: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786679: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786687: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786692: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786697: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786702: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786706: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786711: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786982: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.786996: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787002: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787007: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787011: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787016: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787021: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787026: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787031: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787036: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787040: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787045: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787050: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787054: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787059: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787063: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787068: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787073: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787078: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787082: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787087: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787099: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787111: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787121: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:21:09.787128: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + + + +```python +def train(sess, nIter,x_tf, t_tf, u_tf,x, t,u_train, loss, train_op_Adam, optimizer_Adam): + tf_dict = {x_tf: x, t_tf: t, u_tf: u} + + start_time = time() + for it in range(nIter): + sess.run(train_op_Adam, tf_dict) + + # Print + if it % 50 == 0: + elapsed = time() - start_time + loss_value = sess.run(loss, tf_dict) + k_value = self.sess.run(self.k) + print('It: %d, Loss: %.3e, k: %.3f, Time: %.2f' % + (it, loss_value, k_value, elapsed)) + start_time = time.time() + + optimizer_Adam.minimize(loss) +``` + +
+ +**Training might take a while depending on value of Train_iterations** + +If you set Train_iterations too low the end results will be garbage. 50000 was used to achieve excellent results. + +* If you are using a machine with GPUs please set `Train_iterations` to 50000 and this will run quickly +* If you are using a well spec'ed laptop/computer and can leave this setting `Train_iterations=50000` but it will take upto 10 mins +* If you are using a low spec'ed laptop/computer or cannont leave the code running `Train_iterations=20000` is the reccomended value (this solution may not be accurate) + +
+ + +```python +# Training +Train_iterations=50000 +train(sess, Train_iterations,x_tf, t_tf, u_tf,x, t,u_train, loss, train_op_Adam, optimizer_Adam) +``` + + +```python +u_pred, f_pred=preds +u_pred, f_pred = predict(sess, X_star[:,0:1], X_star[:,1:2], u_pred, f_pred) + +error_u = np.linalg.norm(u_star - u_pred, 2)/np.linalg.norm(u_star, 2) +``` + + 2021-08-11 22:22:55.867553: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867605: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867623: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867635: I tensorflow/core/common_runtime/placer.cc:114] Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867645: I tensorflow/core/common_runtime/placer.cc:114] Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867654: I tensorflow/core/common_runtime/placer.cc:114] Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867664: I tensorflow/core/common_runtime/placer.cc:114] Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867684: I tensorflow/core/common_runtime/placer.cc:114] Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867695: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867704: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867713: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867725: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867738: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867750: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867761: I tensorflow/core/common_runtime/placer.cc:114] Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867770: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867779: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867788: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867800: I tensorflow/core/common_runtime/placer.cc:114] Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867810: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867819: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867829: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867841: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867854: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867866: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867882: I tensorflow/core/common_runtime/placer.cc:114] Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867892: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867902: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867914: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867926: I tensorflow/core/common_runtime/placer.cc:114] Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867935: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867944: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867952: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867963: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867975: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.867987: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868001: I tensorflow/core/common_runtime/placer.cc:114] Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868010: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868018: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868026: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868037: I tensorflow/core/common_runtime/placer.cc:114] Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868046: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868055: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868064: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868076: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868088: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868100: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868147: I tensorflow/core/common_runtime/placer.cc:114] Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868161: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868171: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868181: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868191: I tensorflow/core/common_runtime/placer.cc:114] Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868204: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868218: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868227: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868237: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868245: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868252: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868259: I tensorflow/core/common_runtime/placer.cc:114] Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868265: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868270: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868275: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868281: I tensorflow/core/common_runtime/placer.cc:114] Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868287: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868292: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868297: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868307: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868319: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868331: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868343: I tensorflow/core/common_runtime/placer.cc:114] Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868367: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868377: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868387: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868398: I tensorflow/core/common_runtime/placer.cc:114] Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868407: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868412: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868418: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868424: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868431: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868437: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868443: I tensorflow/core/common_runtime/placer.cc:114] Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868448: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868453: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868458: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868464: I tensorflow/core/common_runtime/placer.cc:114] Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868469: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868474: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868479: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868485: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868491: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868497: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868503: I tensorflow/core/common_runtime/placer.cc:114] Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868508: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868513: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868518: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868524: I tensorflow/core/common_runtime/placer.cc:114] Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868528: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868534: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868538: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868547: I tensorflow/core/common_runtime/placer.cc:114] concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868554: I tensorflow/core/common_runtime/placer.cc:114] sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868561: I tensorflow/core/common_runtime/placer.cc:114] mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868573: I tensorflow/core/common_runtime/placer.cc:114] truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868585: I tensorflow/core/common_runtime/placer.cc:114] sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868595: I tensorflow/core/common_runtime/placer.cc:114] MatMul/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868608: I tensorflow/core/common_runtime/placer.cc:114] MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868618: I tensorflow/core/common_runtime/placer.cc:114] Add/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868627: I tensorflow/core/common_runtime/placer.cc:114] Add: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868633: I tensorflow/core/common_runtime/placer.cc:114] Tanh: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868639: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868645: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868650: I tensorflow/core/common_runtime/placer.cc:114] Add_1/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868656: I tensorflow/core/common_runtime/placer.cc:114] Add_1: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868662: I tensorflow/core/common_runtime/placer.cc:114] Tanh_1: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868667: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868674: I tensorflow/core/common_runtime/placer.cc:114] MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868679: I tensorflow/core/common_runtime/placer.cc:114] Add_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868685: I tensorflow/core/common_runtime/placer.cc:114] Add_2: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868692: I tensorflow/core/common_runtime/placer.cc:114] Tanh_2: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868697: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868706: I tensorflow/core/common_runtime/placer.cc:114] MatMul_3: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868716: I tensorflow/core/common_runtime/placer.cc:114] Add_3/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868728: I tensorflow/core/common_runtime/placer.cc:114] Add_3: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868738: I tensorflow/core/common_runtime/placer.cc:114] Tanh_3: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868743: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868750: I tensorflow/core/common_runtime/placer.cc:114] MatMul_4: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868755: I tensorflow/core/common_runtime/placer.cc:114] Add_4/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868761: I tensorflow/core/common_runtime/placer.cc:114] Add_4: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868769: I tensorflow/core/common_runtime/placer.cc:114] Tanh_4: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868774: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868780: I tensorflow/core/common_runtime/placer.cc:114] MatMul_5: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868785: I tensorflow/core/common_runtime/placer.cc:114] Add_5/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868792: I tensorflow/core/common_runtime/placer.cc:114] Add_5: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868798: I tensorflow/core/common_runtime/placer.cc:114] Tanh_5: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868803: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868809: I tensorflow/core/common_runtime/placer.cc:114] MatMul_6: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868814: I tensorflow/core/common_runtime/placer.cc:114] Add_6/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868820: I tensorflow/core/common_runtime/placer.cc:114] Add_6: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868827: I tensorflow/core/common_runtime/placer.cc:114] Tanh_6: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868836: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868848: I tensorflow/core/common_runtime/placer.cc:114] MatMul_7: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868857: I tensorflow/core/common_runtime/placer.cc:114] Add_7/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868869: I tensorflow/core/common_runtime/placer.cc:114] Add_7: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868880: I tensorflow/core/common_runtime/placer.cc:114] Tanh_7: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868885: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868892: I tensorflow/core/common_runtime/placer.cc:114] MatMul_8: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868897: I tensorflow/core/common_runtime/placer.cc:114] Add_8/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868903: I tensorflow/core/common_runtime/placer.cc:114] Add_8: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868912: I tensorflow/core/common_runtime/placer.cc:114] concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868924: I tensorflow/core/common_runtime/placer.cc:114] sub_2: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868936: I tensorflow/core/common_runtime/placer.cc:114] mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868944: I tensorflow/core/common_runtime/placer.cc:114] truediv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868951: I tensorflow/core/common_runtime/placer.cc:114] sub_3: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868956: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868962: I tensorflow/core/common_runtime/placer.cc:114] MatMul_9: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868968: I tensorflow/core/common_runtime/placer.cc:114] Add_9/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868974: I tensorflow/core/common_runtime/placer.cc:114] Add_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868982: I tensorflow/core/common_runtime/placer.cc:114] Tanh_8: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.868988: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869000: I tensorflow/core/common_runtime/placer.cc:114] MatMul_10: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869010: I tensorflow/core/common_runtime/placer.cc:114] Add_10/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869020: I tensorflow/core/common_runtime/placer.cc:114] Add_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869027: I tensorflow/core/common_runtime/placer.cc:114] Tanh_9: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869032: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869038: I tensorflow/core/common_runtime/placer.cc:114] MatMul_11: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869043: I tensorflow/core/common_runtime/placer.cc:114] Add_11/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869050: I tensorflow/core/common_runtime/placer.cc:114] Add_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869056: I tensorflow/core/common_runtime/placer.cc:114] Tanh_10: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869062: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869068: I tensorflow/core/common_runtime/placer.cc:114] MatMul_12: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869073: I tensorflow/core/common_runtime/placer.cc:114] Add_12/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869079: I tensorflow/core/common_runtime/placer.cc:114] Add_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869085: I tensorflow/core/common_runtime/placer.cc:114] Tanh_11: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869091: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869102: I tensorflow/core/common_runtime/placer.cc:114] MatMul_13: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869111: I tensorflow/core/common_runtime/placer.cc:114] Add_13/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869123: I tensorflow/core/common_runtime/placer.cc:114] Add_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869135: I tensorflow/core/common_runtime/placer.cc:114] Tanh_12: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869143: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869151: I tensorflow/core/common_runtime/placer.cc:114] MatMul_14: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869156: I tensorflow/core/common_runtime/placer.cc:114] Add_14/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869162: I tensorflow/core/common_runtime/placer.cc:114] Add_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869168: I tensorflow/core/common_runtime/placer.cc:114] Tanh_13: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869175: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869184: I tensorflow/core/common_runtime/placer.cc:114] MatMul_15: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869194: I tensorflow/core/common_runtime/placer.cc:114] Add_15/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869205: I tensorflow/core/common_runtime/placer.cc:114] Add_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869214: I tensorflow/core/common_runtime/placer.cc:114] Tanh_14: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869220: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869226: I tensorflow/core/common_runtime/placer.cc:114] MatMul_16: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869231: I tensorflow/core/common_runtime/placer.cc:114] Add_16/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869238: I tensorflow/core/common_runtime/placer.cc:114] Add_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869245: I tensorflow/core/common_runtime/placer.cc:114] Tanh_15: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869250: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869256: I tensorflow/core/common_runtime/placer.cc:114] MatMul_17: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869261: I tensorflow/core/common_runtime/placer.cc:114] Add_17/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869267: I tensorflow/core/common_runtime/placer.cc:114] Add_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869276: I tensorflow/core/common_runtime/placer.cc:114] gradients/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869283: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869293: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869303: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869313: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869322: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_17_grad/Sum: (Sum): 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gradients/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869589: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869594: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869599: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869605: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869610: I tensorflow/core/common_runtime/placer.cc:114] gradients/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869615: I 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gradients/truediv_1_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869933: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869939: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869944: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869950: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869955: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869960: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869965: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869971: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869976: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869981: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869986: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869991: I tensorflow/core/common_runtime/placer.cc:114] gradients/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.869997: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870002: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870007: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870012: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870017: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870022: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870027: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870032: I tensorflow/core/common_runtime/placer.cc:114] gradients/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870038: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870043: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870048: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870054: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_17_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870122: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_17_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870128: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870133: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870138: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870143: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_10_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870496: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/MatMul_10_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870501: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Tanh_8_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870506: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870511: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870516: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 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22:22:55.870581: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870590: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870596: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870601: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870606: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870612: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/sub_3_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_1/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870808: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870814: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870818: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870823: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870829: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870833: I 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2021-08-11 22:22:55.870890: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870895: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870901: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870909: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870918: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870927: I 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gradients_2/gradients_1/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870963: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870968: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870973: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870978: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870983: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870988: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870993: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.870998: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871004: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871009: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871014: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871631: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871639: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871644: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871650: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871655: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871660: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871665: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871672: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871680: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871685: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871690: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871695: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871700: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871705: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871710: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871715: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871721: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871726: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871731: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871736: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.871740: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872253: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872272: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872281: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872293: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872303: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872312: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872322: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872330: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872340: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872349: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872358: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872368: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872378: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872387: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872396: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872406: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872415: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872421: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872427: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872434: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872442: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872900: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872913: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872920: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872930: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872939: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872949: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872958: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872967: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872977: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872986: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.872996: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873004: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873014: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873023: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873033: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873042: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873051: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873058: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873063: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873071: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873080: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873496: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873512: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873523: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873531: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873540: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873548: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873555: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873563: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873571: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873580: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873589: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873597: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873604: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873613: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873621: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873629: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873636: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873641: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873646: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873651: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873656: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.873661: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874225: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874241: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874250: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874258: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874267: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874275: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874283: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874291: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874298: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874319: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874326: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874334: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874342: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874353: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874361: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874369: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.874376: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): 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2021-08-11 22:22:55.875223: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875229: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875234: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875238: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875243: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875248: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875254: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875258: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875266: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875275: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875283: I tensorflow/core/common_runtime/placer.cc:114] 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875329: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875334: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875339: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875344: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875729: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:22:55.875773: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875778: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875786: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875794: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875799: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.875804: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:55.876229: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.876236: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.876241: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.876246: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.876251: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.876258: I 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gradients_2/MatMul_14_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877674: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_14_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877682: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877689: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877696: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877704: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.877713: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878281: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878297: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878307: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878316: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/Add_13_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878326: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/MatMul_13_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.878348: I 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gradients_2/sub_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879696: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879702: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879707: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879711: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879719: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879725: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879730: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879735: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879740: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879745: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879749: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879754: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879762: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879767: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879772: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879777: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.879783: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Shape: (Shape): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887722: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887731: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887741: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887748: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887756: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887764: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887771: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887779: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887787: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887795: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/sub_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887804: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887812: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887821: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887828: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887837: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887845: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Slice_1: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887863: I tensorflow/core/common_runtime/placer.cc:114] mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887892: I tensorflow/core/common_runtime/placer.cc:114] Square: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887905: I tensorflow/core/common_runtime/placer.cc:114] Mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887915: I tensorflow/core/common_runtime/placer.cc:114] sub_4: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.887926: I tensorflow/core/common_runtime/placer.cc:114] Square_1: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888234: I tensorflow/core/common_runtime/placer.cc:114] Mean_1: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888254: I tensorflow/core/common_runtime/placer.cc:114] mul_3: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888267: I tensorflow/core/common_runtime/placer.cc:114] add_18: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888281: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888288: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888293: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888298: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888305: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888310: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888324: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888329: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888357: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888363: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888377: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888386: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888394: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888400: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888406: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888411: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888765: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888774: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888784: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888804: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888813: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888822: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888833: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888842: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888851: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888861: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888870: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888880: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888889: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888898: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888908: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888917: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888931: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888940: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888950: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888959: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.888968: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889224: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889236: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889246: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889256: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889265: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889284: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889294: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889303: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889313: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889322: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889331: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889340: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889350: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889359: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889377: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889386: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/Add_8_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889688: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889698: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889706: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889712: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889718: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889724: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889735: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889741: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889746: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889751: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889756: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889762: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889767: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889778: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889784: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889789: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889795: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889813: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.889823: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_7_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891153: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891160: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891166: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891170: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891176: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891181: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891187: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891197: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891217: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891223: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891228: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891234: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891240: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891245: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891251: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891257: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891262: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891267: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_7_grad/tuple/control_dependency_1: (Identity): 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2021-08-11 22:22:55.891316: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891321: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891327: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891332: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891343: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891349: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891354: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891361: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891370: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891380: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891389: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891399: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891408: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891414: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891419: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891426: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): 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gradients_3/Add_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891490: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891496: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891501: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891512: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891517: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891522: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891529: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891539: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891550: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891560: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891570: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891576: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891689: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891706: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891718: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891728: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891747: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891755: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891766: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891776: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891785: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891794: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891803: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891811: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891821: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891830: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891839: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891848: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.891856: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892875: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892885: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892907: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892917: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892927: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.892993: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893004: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893015: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893068: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_5_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893145: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893154: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893163: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893171: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893183: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893193: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893204: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893214: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893225: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893237: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:55.893851: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893857: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893862: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893868: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893874: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893879: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893884: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893902: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893909: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893913: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_3_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893926: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893932: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893938: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.893944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.894468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.894474: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.900622: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.900665: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.900677: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): 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2021-08-11 22:22:55.900835: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.900843: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.900849: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901218: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901245: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901258: 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gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901349: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901359: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901367: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901375: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901388: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901396: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901403: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901414: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901932: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_2_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:22:55.901979: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901984: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901990: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.901996: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902008: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902013: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902018: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902030: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.902035: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903783: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903793: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903802: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903813: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903823: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903832: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.903837: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904267: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904279: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904292: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904302: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904313: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904322: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904328: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904335: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904344: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904353: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904364: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904372: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904393: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904734: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904745: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.904754: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905247: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905291: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905297: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905307: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905773: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905778: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905783: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905789: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.905794: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906250: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906265: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906272: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906278: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906284: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906290: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906296: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.906303: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907200: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907210: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907218: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907229: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907239: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907250: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907256: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907261: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907267: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907273: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907578: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907590: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907602: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907614: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907625: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907649: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907660: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.907667: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.909092: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.909109: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.909117: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.909124: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/AddN_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:55.911936: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911946: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911957: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911968: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911978: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911988: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.911998: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912008: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912019: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912029: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912436: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912446: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912456: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.912471: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): 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I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913460: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913474: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913480: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913775: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913781: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913786: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913792: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913799: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913806: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913812: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913817: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913822: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913827: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913833: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913840: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.913849: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914468: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914474: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914487: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914493: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914502: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914510: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914520: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.914542: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915368: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915377: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915383: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915397: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915402: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915408: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915558: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915571: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915580: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915585: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915590: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.915596: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916611: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916616: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916621: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916628: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916640: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916648: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916656: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916910: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916924: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916934: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916940: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.916951: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: 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gradients_3/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917009: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917015: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917020: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917026: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917032: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917038: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917042: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917052: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917467: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917479: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917489: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917497: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917505: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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(Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917583: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917590: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917595: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917600: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917611: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917937: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917942: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917947: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917961: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917966: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917970: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917975: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917980: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917988: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917994: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.917998: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918006: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918014: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_3/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918305: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918313: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918319: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918324: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918333: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918342: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918351: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918360: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918366: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918376: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918387: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918393: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918402: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918411: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918419: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_13_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918428: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918844: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918856: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918865: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918871: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918878: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918883: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918887: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918892: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:55.918942: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918950: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918960: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918976: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918985: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.918994: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919107: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919117: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_14_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919126: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919133: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919140: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919147: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919152: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919161: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919169: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919177: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919185: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919193: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919201: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919207: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919212: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919218: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919225: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919230: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919235: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919240: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919244: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919599: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919611: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919621: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919630: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919637: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919643: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919648: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919653: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919658: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919662: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919666: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919673: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919678: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919683: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919688: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919693: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919702: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919711: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919720: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919729: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919738: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919906: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919920: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919928: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919934: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919939: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919944: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919949: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919954: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919964: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919973: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919992: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.919997: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920005: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920039: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920048: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920054: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920059: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920067: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920075: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920428: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920437: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920442: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920448: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920452: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920457: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920462: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920467: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_14: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920472: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920477: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920482: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920487: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920492: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/MatMul_17_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920497: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920502: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920507: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920514: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920519: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920524: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920530: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920535: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920540: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920815: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920822: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920827: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920832: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920836: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920842: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920848: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920853: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920857: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920862: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920866: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920871: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920876: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920881: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920886: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920891: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920896: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920901: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920906: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920910: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920915: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_15_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.920919: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_19: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_10_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922946: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_40: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922953: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Tanh_8_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922958: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922962: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922967: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922972: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922977: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922982: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922988: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.922995: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923005: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923010: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923015: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923019: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923024: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923029: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/MatMul_9_grad/MatMul_1: (MatMul): 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(AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923239: I tensorflow/core/common_runtime/placer.cc:114] beta1_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923243: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923247: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923251: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923255: I tensorflow/core/common_runtime/placer.cc:114] beta2_power: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923259: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923263: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923267: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923271: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923275: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923279: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923283: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923288: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923295: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923299: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923303: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923307: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923311: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923706: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923716: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923721: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923726: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923729: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923736: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923740: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923744: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923748: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923752: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923756: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923760: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923764: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923768: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923772: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923776: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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Variable_3/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.923803: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924065: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924071: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924077: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924082: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924086: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924090: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924096: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924102: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924107: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924111: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924139: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924143: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924147: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924151: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924155: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924159: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924163: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924477: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924483: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924486: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924490: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924494: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924498: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924501: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924505: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924514: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924518: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924522: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924526: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924530: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924533: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.924537: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Assign: (AssignVariableOp): 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Variable_11/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925060: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925064: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925068: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925071: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925075: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925374: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925378: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925382: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925386: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925390: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Read/ReadVariableOp: (ReadVariableOp): 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Variable_15/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925416: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925420: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925423: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925710: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925715: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 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tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925764: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925767: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925776: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925780: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.925784: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Read/ReadVariableOp: (ReadVariableOp): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926457: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926461: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926464: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_10/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926471: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_11/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926475: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_11/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926520: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926822: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926832: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_15/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926838: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926844: I tensorflow/core/common_runtime/placer.cc:114] Adam/update_Variable_16/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): 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22:22:55.926870: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926874: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926878: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926882: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926886: I tensorflow/core/common_runtime/placer.cc:114] Adam/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926890: I tensorflow/core/common_runtime/placer.cc:114] Adam/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926894: I tensorflow/core/common_runtime/placer.cc:114] Adam/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926900: I tensorflow/core/common_runtime/placer.cc:114] Adam: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926906: I tensorflow/core/common_runtime/placer.cc:114] init: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926912: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926929: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/add_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.926937: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927148: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927157: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927163: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927168: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927176: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927182: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927187: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927192: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927196: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927201: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927206: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927211: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927216: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927220: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927225: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927230: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927234: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927239: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927244: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927250: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927255: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927260: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927265: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927269: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927274: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927642: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927648: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927653: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927658: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927663: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927667: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927672: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927677: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927681: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927686: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927691: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927695: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927699: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927704: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927709: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927714: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927719: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927728: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927733: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927738: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927743: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927747: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927859: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927865: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927870: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927884: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927888: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927893: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927897: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927902: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927906: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927911: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/sub_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927915: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927920: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Reshape_grad/Reshape: (Reshape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927953: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927957: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.927962: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_8_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928343: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928348: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928352: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928356: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928360: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928365: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928369: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928374: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928378: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928383: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928388: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928393: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_8_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928619: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928624: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928629: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928634: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928639: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/Shape_1: (Shape): 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gradients_4/Add_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928672: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928676: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928681: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928685: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928690: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928695: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928700: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928705: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928709: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928940: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928978: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928987: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928992: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.928997: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929001: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_6_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929008: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929021: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Shape_1: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929557: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929562: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929566: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929570: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929575: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929584: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929589: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929594: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929601: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929606: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929610: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929615: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929620: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929624: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929629: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929745: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929758: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929764: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929769: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929773: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929777: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929785: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929790: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929794: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_5_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929799: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929804: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929808: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929812: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929818: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range: (Range): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.929851: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930090: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930103: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930109: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930141: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930145: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_9_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930149: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930154: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930160: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930165: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930169: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_5_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930174: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930179: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930183: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_4_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930432: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930437: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930442: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930447: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930451: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930484: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930488: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930493: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930497: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930502: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930506: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.930511: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952274: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952300: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952315: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952325: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952335: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952341: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952345: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952350: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_6_grad/tuple/group_deps: (NoOp): 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gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952791: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952797: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952803: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952810: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952816: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_3_grad/Sum: (Sum): 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gradients_4/Add_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952874: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952884: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.952892: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953267: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953362: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953367: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953372: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953377: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953385: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_3_grad/tuple/control_dependency_1: 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953805: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953812: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953818: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953822: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): 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gradients_4/gradients_2/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953857: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953863: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953869: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953873: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.953879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954165: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954171: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954179: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954187: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:55.954241: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954246: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954253: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954259: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954263: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_5_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954267: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954602: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954607: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954614: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954620: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954653: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954658: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954664: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.954673: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_11_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955118: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_1_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955127: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955133: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955140: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955146: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955467: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955474: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955483: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955492: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/Sum: (Sum): 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gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955570: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955578: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955603: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955629: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955821: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955826: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955831: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955839: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955844: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955849: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955854: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955859: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955866: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.955872: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956277: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956282: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956288: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956301: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956311: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956317: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956323: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956328: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956333: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.956338: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957498: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957502: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957509: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957611: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957648: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957653: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957657: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957662: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957667: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957678: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957684: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957689: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957694: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957698: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957702: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_3_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957707: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957712: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.957717: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958050: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958058: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958066: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958073: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958887: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.958891: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.959485: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.959497: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.959502: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960018: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960023: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960029: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): 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2021-08-11 22:22:55.960441: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960446: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960450: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960455: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960461: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960653: I 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2021-08-11 22:22:55.960719: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960724: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960728: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.960741: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961151: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961160: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961165: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961170: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961523: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961530: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961535: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961539: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961574: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961848: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961859: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961867: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961873: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961880: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961887: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961894: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961898: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961902: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961910: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961921: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961951: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961957: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.961962: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962151: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962162: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962167: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962171: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962178: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962183: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962187: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962192: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962197: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962204: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962579: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962587: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962594: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.962600: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963004: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963009: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963013: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963376: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963384: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963390: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963394: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963437: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963757: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963768: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963772: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: 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2021-08-11 22:22:55.963872: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963880: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.963888: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.964261: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.964270: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965153: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965162: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965170: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965179: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965217: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965224: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965233: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965242: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965630: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965634: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965639: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.965643: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:55.966351: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966360: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966364: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_12_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966368: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:55.966394: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966399: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966403: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966407: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966412: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_4/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966836: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966841: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_11_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966847: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966852: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_11_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): 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gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966903: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966907: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966912: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.966917: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967213: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967219: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967224: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967229: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_10_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): 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gradients_4/gradients_2/gradients_1/Add_10_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967258: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967263: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967267: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967272: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): 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gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967692: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967697: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967701: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967705: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967711: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967715: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967720: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967725: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967730: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967739: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967744: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Add_9_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967749: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967754: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.967759: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968041: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/MatMul_9_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968046: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968050: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968055: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968060: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968064: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_10_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968069: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968079: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968083: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968093: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968102: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968106: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968110: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968115: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968120: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968125: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968521: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968526: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968531: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968535: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968542: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968546: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968551: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_11_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968556: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_11_grad/MatMul_grad/MatMul_1: (MatMul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968613: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968618: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968622: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968626: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968630: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968904: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968908: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968913: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968919: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968923: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968931: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968935: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968940: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968944: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968948: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_12_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968953: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968957: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968961: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968966: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968969: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.968977: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969366: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969376: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:55.969406: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969411: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969416: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969420: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969424: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969429: 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969683: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969687: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969692: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969696: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969700: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969705: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969709: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969713: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969717: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.969723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970017: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970024: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970030: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970040: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970070: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970074: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970079: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970085: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970093: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970101: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970105: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970228: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970232: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_15_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970237: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970242: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970246: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970251: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970255: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970258: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970262: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970266: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970270: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:55.970296: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970300: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970304: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970308: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970312: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970717: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970728: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970732: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970737: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/MatMul_16_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970742: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970746: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970751: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970755: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970760: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970764: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970768: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970772: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970775: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970780: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970784: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970789: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970794: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970798: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970804: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970808: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970933: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970939: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970943: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970947: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_15_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970952: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_14: (AddN): 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970979: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970984: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970988: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970993: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.970998: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_16_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971002: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971386: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971396: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971400: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_16_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971404: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971408: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971415: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_14_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971419: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971423: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971428: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971433: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971437: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971442: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971446: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971450: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971457: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971463: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971467: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_15_grad/tuple/control_dependency: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971774: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971778: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971782: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971787: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971791: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_14_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/Tanh_12_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971848: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.971852: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972023: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972029: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972034: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972038: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972043: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972047: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972053: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972059: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972063: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972067: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_13_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972070: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_27: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972075: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972079: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972083: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972087: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_13_grad/tuple/control_dependency: (Identity): 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gradients_4/Add_12_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972469: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972474: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972478: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_12_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972482: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_31: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972486: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_12_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972491: I 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tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_11_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972902: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_36: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972906: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Tanh_9_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972910: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_37: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972914: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_38: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972918: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972923: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972927: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972932: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972936: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972941: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.972945: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_10_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_4/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973214: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973218: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973223: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973227: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973232: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973236: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973243: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973249: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973253: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973257: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973261: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Add_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973265: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973271: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973276: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973281: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973285: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973289: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/MatMul_9_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973448: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973453: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973457: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973461: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973465: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973469: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973472: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973476: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973480: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973483: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973487: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973490: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973494: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973498: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973501: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973504: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973508: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973512: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973515: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973519: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973522: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973526: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.973529: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974154: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974167: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974175: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974181: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974188: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974195: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974201: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974208: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974212: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974216: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974221: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974227: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974234: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974241: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974250: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974258: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974265: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974271: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974276: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974279: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974283: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974286: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974292: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974449: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974456: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974463: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974480: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974484: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974490: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974497: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974504: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974511: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974518: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974531: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974539: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974546: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974553: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974559: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974566: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974573: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974580: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974587: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974593: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974598: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974602: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.974606: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975029: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975042: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975056: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975063: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975067: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975071: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975075: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975079: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_1/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975086: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_2/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975093: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_3/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975097: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_4/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975101: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_5/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975108: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_6/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975114: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_7/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975121: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_8/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975127: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_9/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975134: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_10/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975141: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_11/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975147: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_12/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975153: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_13/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975158: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_14/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975592: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_15/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975600: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_16/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975607: I tensorflow/core/common_runtime/placer.cc:114] Momentum/update_Variable_17/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975621: I tensorflow/core/common_runtime/placer.cc:114] Momentum: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975626: I tensorflow/core/common_runtime/placer.cc:114] Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975631: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975635: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975639: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975644: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975649: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975654: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975659: I tensorflow/core/common_runtime/placer.cc:114] Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975663: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975666: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975670: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975675: I tensorflow/core/common_runtime/placer.cc:114] Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975679: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975683: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975687: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975691: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975696: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975701: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975705: I tensorflow/core/common_runtime/placer.cc:114] Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975709: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975796: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975801: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975807: I tensorflow/core/common_runtime/placer.cc:114] Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975811: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975818: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975825: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975830: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975840: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975848: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975857: I tensorflow/core/common_runtime/placer.cc:114] Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975864: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975871: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975876: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975881: I tensorflow/core/common_runtime/placer.cc:114] Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975888: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975892: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975896: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975901: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975906: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975912: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975919: I tensorflow/core/common_runtime/placer.cc:114] Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975923: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975927: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.975934: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976099: I tensorflow/core/common_runtime/placer.cc:114] Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976111: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976115: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976120: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976128: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976136: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976143: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976148: I tensorflow/core/common_runtime/placer.cc:114] Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976155: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976162: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976168: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976177: I tensorflow/core/common_runtime/placer.cc:114] Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976185: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976191: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976198: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976204: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976214: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976223: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976233: I tensorflow/core/common_runtime/placer.cc:114] Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976239: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976245: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976250: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976255: I tensorflow/core/common_runtime/placer.cc:114] Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976261: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976532: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976545: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976556: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976564: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976571: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976578: I tensorflow/core/common_runtime/placer.cc:114] Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976583: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976587: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976591: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976596: I tensorflow/core/common_runtime/placer.cc:114] Variable_32: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976600: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976604: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976610: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976616: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976622: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976626: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976634: I tensorflow/core/common_runtime/placer.cc:114] Variable_33: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976639: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976643: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976647: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976652: I tensorflow/core/common_runtime/placer.cc:114] Variable_34: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976656: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976661: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.976668: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977189: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977211: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977218: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977224: I tensorflow/core/common_runtime/placer.cc:114] Variable_35: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977228: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977232: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977236: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977241: I tensorflow/core/common_runtime/placer.cc:114] Variable_36: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977245: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977249: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977253: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977258: I tensorflow/core/common_runtime/placer.cc:114] concat_2: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977263: I tensorflow/core/common_runtime/placer.cc:114] sub_5: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977268: I tensorflow/core/common_runtime/placer.cc:114] mul_4: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977273: I tensorflow/core/common_runtime/placer.cc:114] truediv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977278: I tensorflow/core/common_runtime/placer.cc:114] sub_6: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977283: I tensorflow/core/common_runtime/placer.cc:114] MatMul_18/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977288: I tensorflow/core/common_runtime/placer.cc:114] MatMul_18: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977292: I tensorflow/core/common_runtime/placer.cc:114] Add_19/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977297: I tensorflow/core/common_runtime/placer.cc:114] Add_19: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977304: I tensorflow/core/common_runtime/placer.cc:114] Tanh_16: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977312: I tensorflow/core/common_runtime/placer.cc:114] MatMul_19/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977321: I tensorflow/core/common_runtime/placer.cc:114] MatMul_19: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977328: I tensorflow/core/common_runtime/placer.cc:114] Add_20/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977337: I tensorflow/core/common_runtime/placer.cc:114] Add_20: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977346: I tensorflow/core/common_runtime/placer.cc:114] Tanh_17: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977626: I tensorflow/core/common_runtime/placer.cc:114] MatMul_20/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977641: I tensorflow/core/common_runtime/placer.cc:114] MatMul_20: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977649: I tensorflow/core/common_runtime/placer.cc:114] Add_21/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977658: I tensorflow/core/common_runtime/placer.cc:114] Add_21: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977667: I tensorflow/core/common_runtime/placer.cc:114] Tanh_18: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977675: I tensorflow/core/common_runtime/placer.cc:114] MatMul_21/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977684: I tensorflow/core/common_runtime/placer.cc:114] MatMul_21: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977691: I tensorflow/core/common_runtime/placer.cc:114] Add_22/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977700: I tensorflow/core/common_runtime/placer.cc:114] Add_22: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977706: I tensorflow/core/common_runtime/placer.cc:114] Tanh_19: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977711: I tensorflow/core/common_runtime/placer.cc:114] MatMul_22/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977718: I tensorflow/core/common_runtime/placer.cc:114] MatMul_22: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977724: I tensorflow/core/common_runtime/placer.cc:114] Add_23/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977731: I tensorflow/core/common_runtime/placer.cc:114] Add_23: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977740: I tensorflow/core/common_runtime/placer.cc:114] Tanh_20: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977748: I tensorflow/core/common_runtime/placer.cc:114] MatMul_23/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977756: I tensorflow/core/common_runtime/placer.cc:114] MatMul_23: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977763: I tensorflow/core/common_runtime/placer.cc:114] Add_24/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977772: I tensorflow/core/common_runtime/placer.cc:114] Add_24: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977781: I tensorflow/core/common_runtime/placer.cc:114] Tanh_21: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977788: I tensorflow/core/common_runtime/placer.cc:114] MatMul_24/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977797: I tensorflow/core/common_runtime/placer.cc:114] MatMul_24: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977804: I tensorflow/core/common_runtime/placer.cc:114] Add_25/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977813: I tensorflow/core/common_runtime/placer.cc:114] Add_25: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977822: I tensorflow/core/common_runtime/placer.cc:114] Tanh_22: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977829: I tensorflow/core/common_runtime/placer.cc:114] MatMul_25/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.977837: I tensorflow/core/common_runtime/placer.cc:114] MatMul_25: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978170: I tensorflow/core/common_runtime/placer.cc:114] Add_26/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978187: I tensorflow/core/common_runtime/placer.cc:114] Add_26: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978197: I tensorflow/core/common_runtime/placer.cc:114] Tanh_23: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978206: I tensorflow/core/common_runtime/placer.cc:114] MatMul_26/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978214: I tensorflow/core/common_runtime/placer.cc:114] MatMul_26: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978219: I tensorflow/core/common_runtime/placer.cc:114] Add_27/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978223: I tensorflow/core/common_runtime/placer.cc:114] Add_27: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978228: I tensorflow/core/common_runtime/placer.cc:114] concat_3: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978233: I tensorflow/core/common_runtime/placer.cc:114] sub_7: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978238: I tensorflow/core/common_runtime/placer.cc:114] mul_5: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978243: I tensorflow/core/common_runtime/placer.cc:114] truediv_3: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978248: I tensorflow/core/common_runtime/placer.cc:114] sub_8: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978252: I tensorflow/core/common_runtime/placer.cc:114] MatMul_27/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978257: I tensorflow/core/common_runtime/placer.cc:114] MatMul_27: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978260: I tensorflow/core/common_runtime/placer.cc:114] Add_28/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978265: I tensorflow/core/common_runtime/placer.cc:114] Add_28: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978272: I tensorflow/core/common_runtime/placer.cc:114] Tanh_24: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978279: I tensorflow/core/common_runtime/placer.cc:114] MatMul_28/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978287: I tensorflow/core/common_runtime/placer.cc:114] MatMul_28: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978293: I tensorflow/core/common_runtime/placer.cc:114] Add_29/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978298: I tensorflow/core/common_runtime/placer.cc:114] Add_29: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978303: I tensorflow/core/common_runtime/placer.cc:114] Tanh_25: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978307: I tensorflow/core/common_runtime/placer.cc:114] MatMul_29/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978311: I tensorflow/core/common_runtime/placer.cc:114] MatMul_29: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978315: I tensorflow/core/common_runtime/placer.cc:114] Add_30/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978319: I tensorflow/core/common_runtime/placer.cc:114] Add_30: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978324: I tensorflow/core/common_runtime/placer.cc:114] Tanh_26: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978491: I tensorflow/core/common_runtime/placer.cc:114] MatMul_30/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978500: I tensorflow/core/common_runtime/placer.cc:114] MatMul_30: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978505: I tensorflow/core/common_runtime/placer.cc:114] Add_31/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978512: I tensorflow/core/common_runtime/placer.cc:114] Add_31: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978522: I tensorflow/core/common_runtime/placer.cc:114] Tanh_27: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978541: I tensorflow/core/common_runtime/placer.cc:114] MatMul_31/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978548: I tensorflow/core/common_runtime/placer.cc:114] MatMul_31: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978552: I tensorflow/core/common_runtime/placer.cc:114] Add_32/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978556: I tensorflow/core/common_runtime/placer.cc:114] Add_32: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978561: I tensorflow/core/common_runtime/placer.cc:114] Tanh_28: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978565: I tensorflow/core/common_runtime/placer.cc:114] MatMul_32/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978570: I tensorflow/core/common_runtime/placer.cc:114] MatMul_32: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978574: I tensorflow/core/common_runtime/placer.cc:114] Add_33/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978578: I tensorflow/core/common_runtime/placer.cc:114] Add_33: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978583: I tensorflow/core/common_runtime/placer.cc:114] Tanh_29: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978587: I tensorflow/core/common_runtime/placer.cc:114] MatMul_33/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978592: I tensorflow/core/common_runtime/placer.cc:114] MatMul_33: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978597: I tensorflow/core/common_runtime/placer.cc:114] Add_34/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978606: I tensorflow/core/common_runtime/placer.cc:114] Add_34: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978615: I tensorflow/core/common_runtime/placer.cc:114] Tanh_30: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978621: I tensorflow/core/common_runtime/placer.cc:114] MatMul_34/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978626: I tensorflow/core/common_runtime/placer.cc:114] MatMul_34: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978631: I tensorflow/core/common_runtime/placer.cc:114] Add_35/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978636: I tensorflow/core/common_runtime/placer.cc:114] Add_35: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978640: I tensorflow/core/common_runtime/placer.cc:114] Tanh_31: (Tanh): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978644: I tensorflow/core/common_runtime/placer.cc:114] MatMul_35/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978649: I tensorflow/core/common_runtime/placer.cc:114] MatMul_35: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978982: I tensorflow/core/common_runtime/placer.cc:114] Add_36/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.978994: I tensorflow/core/common_runtime/placer.cc:114] Add_36: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979006: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979014: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979018: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979022: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979027: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979048: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979052: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_36_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979056: 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22:22:55.979148: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_34_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979155: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_34_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979162: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_30_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979169: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979335: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979345: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_34_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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gradients_5/Add_33_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979431: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_33_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979437: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_33_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979442: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_32_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979446: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_32_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979450: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_28_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979455: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979490: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979496: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979501: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979505: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979794: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_32_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:55.979845: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979849: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979852: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979856: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979860: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_31_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979864: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_30_grad/MatMul: (MatMul): 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gradients_5/Add_30_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979894: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979897: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979901: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_30_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979905: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_29_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.979908: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_29_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980108: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_25_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980117: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980124: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980128: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980132: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980136: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980139: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980145: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_29_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980150: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_28_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980154: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/MatMul_28_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980158: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Tanh_24_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980162: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980165: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980169: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980174: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980180: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980184: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980187: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_5/truediv_3_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980649: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980655: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980661: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980667: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/mul_5_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980673: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/mul_5_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.980676: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_5/mul_5_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981013: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981021: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981028: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981034: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981040: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981044: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981047: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981051: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/sub_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981055: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/concat_3_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981060: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/concat_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981063: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/concat_3_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981067: I 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gradients_6/Add_31_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981866: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_31_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:55.981873: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_31_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004018: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_31_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004038: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/MatMul_30_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004046: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/MatMul_30_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004053: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004115: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004119: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004122: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004126: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004130: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/Add_29_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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(Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004691: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_8_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004695: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_8_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004700: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004707: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004728: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.004736: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_6/sub_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005227: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005235: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005241: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/ShapeN: (ShapeN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005780: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/ConcatOffset: (ConcatOffset): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005795: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Slice: (Slice): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:56.005886: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005894: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005901: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005909: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005915: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.005920: I 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gradients_7/gradients_6/sub_7_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006050: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006059: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006066: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006074: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006082: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006089: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006099: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006105: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006111: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006118: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006125: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006133: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006141: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006148: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006156: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006164: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006171: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006179: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006186: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006562: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006574: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006584: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006592: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006600: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006608: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006615: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006623: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006628: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006634: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006641: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006648: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006657: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006664: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006672: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006680: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006687: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006693: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006697: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006703: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006710: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006805: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006814: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006826: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006836: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006844: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006852: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006860: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006867: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006873: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006877: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006881: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006887: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006895: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006902: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006910: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.006918: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_1: (MatMul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007399: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007407: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007412: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007417: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007424: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007431: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007439: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007447: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007454: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007462: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007469: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007476: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007481: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007492: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007499: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007634: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007641: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007649: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007655: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007662: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007670: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007678: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007685: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007693: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007701: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007709: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007716: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007724: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007732: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007739: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007747: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007754: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007761: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007765: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007771: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.007778: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008033: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008041: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008048: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008055: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008064: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.008144: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008153: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008160: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008167: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008175: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008182: I 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2021-08-11 22:22:56.008532: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008877: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008886: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008894: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008901: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.008910: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_7/MatMul_32_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010107: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_32_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010114: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010120: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Tanh_28_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010125: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_32_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010130: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_32_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010137: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.010391: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_30_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010395: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_30_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010401: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_30_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010407: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_29_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010411: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_29_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010415: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_7/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010821: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010828: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_27_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010836: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/MatMul_27_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010844: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_8_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010851: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_8_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.010858: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011248: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011252: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011256: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011262: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011269: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011277: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011284: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011291: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011298: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011321: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011345: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/mul_5_grad/Shape: (Shape): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011528: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011535: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011542: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011550: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/sub_7_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011555: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011561: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Shape: (Shape): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011622: I tensorflow/core/common_runtime/placer.cc:114] Square_2: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011632: I tensorflow/core/common_runtime/placer.cc:114] Mean_2: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011641: I tensorflow/core/common_runtime/placer.cc:114] sub_9: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011649: I tensorflow/core/common_runtime/placer.cc:114] Square_3: (Square): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011658: I tensorflow/core/common_runtime/placer.cc:114] Mean_3: (Mean): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011665: I tensorflow/core/common_runtime/placer.cc:114] mul_7: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011671: I tensorflow/core/common_runtime/placer.cc:114] add_37: (AddV2): 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gradients_8/Mean_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011784: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011792: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011801: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011808: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011817: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011826: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011834: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011842: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011849: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011858: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011867: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011887: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011894: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011901: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011909: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011916: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011923: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011930: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011937: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011946: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011953: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011962: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011968: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.011973: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012178: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012188: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012196: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012204: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012266: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/mul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012274: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012282: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012290: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012298: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/stack: (Pack): 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2021-08-11 22:22:56.012342: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012457: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012468: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012477: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012485: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012493: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012499: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012504: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012508: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012512: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012516: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/sub_9_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012521: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.012550: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012555: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012561: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012566: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012571: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012578: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_27_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012861: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012868: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012875: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012884: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012891: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012897: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012904: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012909: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012918: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012925: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_26_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.012970: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013163: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013170: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013174: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013181: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013187: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013191: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013199: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013207: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013214: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013223: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013230: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013235: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013240: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013244: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_26_grad/tuple/control_dependency_1: (Identity): 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2021-08-11 22:22:56.013284: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013291: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013440: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013450: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013458: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013464: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013470: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013475: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013483: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013491: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_25_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013502: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013875: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_25_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013881: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013887: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013893: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013898: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013907: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013915: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013923: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013930: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013936: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013943: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013948: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.013954: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014054: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014066: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014075: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014080: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014085: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014089: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014093: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_24_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014101: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014109: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014117: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_21_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014126: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014131: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/add: (AddV2): 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(Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014415: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014420: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014424: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014429: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014433: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014440: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.014998: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015002: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015006: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015010: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015015: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015019: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015024: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015028: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015033: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015037: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_23_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_19_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015243: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015250: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015256: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015260: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): 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gradients_8/Add_22_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015723: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015727: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015731: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_22_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015736: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015740: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015922: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015926: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015930: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_21_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015934: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.015939: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016409: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016418: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016426: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016434: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016441: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016447: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016451: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016458: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016466: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016475: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016486: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_18_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016495: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016611: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016619: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016627: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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2021-08-11 22:22:56.016677: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016682: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016687: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016693: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016702: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016706: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_21_grad/tuple/group_deps: (NoOp): 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2021-08-11 22:22:56.016748: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016757: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.016764: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017153: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017163: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_20_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017170: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017243: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017255: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017264: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017272: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): 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(Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017662: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017667: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017672: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017676: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017681: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017685: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017689: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017694: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017698: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017703: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017707: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017711: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017716: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017722: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_20_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017930: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_20_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017935: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_20_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017939: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_20_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017943: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017950: I tensorflow/core/common_runtime/placer.cc:114] 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017973: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017977: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017982: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017986: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017990: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017995: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.017999: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018004: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018008: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018304: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018309: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018313: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018317: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018325: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018330: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018334: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018339: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018343: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018347: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_19_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018940: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018944: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018948: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018953: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018956: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_19_grad/tuple/control_dependency_1: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018983: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018987: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018992: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.018996: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019167: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019171: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019175: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_30_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019180: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019184: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019189: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019193: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019197: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019201: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019208: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.019553: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019557: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019562: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019881: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019886: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/mod: (FloorMod): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_27_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019939: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019943: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019947: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_3_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.019951: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_3_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020351: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020356: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020361: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020366: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020417: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020421: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020426: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020431: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/Add_32_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020799: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020803: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020808: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.020813: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_7/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021133: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021137: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021141: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021145: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021152: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:56.021182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021187: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021192: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021196: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021200: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_2_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021597: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_32_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021601: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_32_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021605: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_32_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021610: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/MatMul_32_grad/MatMul_grad/tuple/control_dependency: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021835: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021842: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021848: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021855: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021888: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021894: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021898: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.021903: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.023844: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.023848: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.023852: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.023858: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.023866: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024269: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024276: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024282: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024286: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024290: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/AddN_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024295: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024300: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024308: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024314: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2_grad/Mul: 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2021-08-11 22:22:56.024817: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024822: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024827: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024834: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.024842: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025196: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025204: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025220: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025508: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025515: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025520: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025525: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025803: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025812: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025821: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025827: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_35_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025858: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_35_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025864: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_35_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025869: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_35_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.025875: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026201: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026206: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026215: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_34_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): 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gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026515: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026520: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026531: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026538: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026566: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026572: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026579: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026585: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): 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gradients_8/gradients_7/gradients_6/Add_33_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026803: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026808: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026815: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026820: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): 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gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026850: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026857: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026862: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026869: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026877: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.026883: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027050: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027060: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027069: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027077: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027085: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027093: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_32_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027099: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027103: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027108: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027114: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027121: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027127: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027132: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027138: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027146: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027154: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027160: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027164: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027326: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027337: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027345: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027353: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027360: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027368: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027374: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027378: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027383: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_31_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027387: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027394: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027399: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027404: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027411: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027417: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027425: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027675: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027680: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027685: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027693: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): 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gradients_8/gradients_7/gradients_6/Add_30_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027736: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027741: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027746: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.027750: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): 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2021-08-11 22:22:56.028022: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028027: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028031: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028038: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028043: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.028080: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028086: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028093: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028290: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028301: I tensorflow/core/common_runtime/placer.cc:114] 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(Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028635: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028640: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028645: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028651: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028658: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028856: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028863: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028870: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028874: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028881: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028885: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_7: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028890: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028894: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028900: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028906: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028911: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_29_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028917: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028924: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028933: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028940: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028945: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028950: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028956: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.028960: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029113: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029124: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029131: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029139: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029145: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029150: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029157: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029162: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029166: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029170: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029174: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029181: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029186: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029191: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029198: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029205: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029213: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029220: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029226: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029233: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029237: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029562: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029572: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029580: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029585: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029590: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029594: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029599: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029603: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029608: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029612: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029616: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029621: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029625: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029629: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029633: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029640: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029647: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029652: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029658: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029666: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029674: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029906: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029916: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029920: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029924: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029929: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029936: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029943: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029952: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029959: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029966: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029971: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029978: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029983: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029988: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029992: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.029996: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030002: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030007: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_32_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030012: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030019: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_32_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030026: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_32_grad/MatMul_grad/tuple/control_dependency: (Identity): / + + izer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam/Initializer/zeros: (Const): 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Add_16_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_16_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_14_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_14_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Add_13_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/MatMul_13_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/MatMul_14_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/MatMul_14_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): 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(BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Shape: 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): 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gradients_4/gradients_2/gradients_1/MatMul_16_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_15_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/MatMul_15_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_4/gradients_2/gradients_1/Add_14_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 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(VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_8/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_9/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_10/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_11/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_12/Momentum/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_13/Momentum: (VarHandleOp): 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/job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_1/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_2/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_3/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_4/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_5/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_6/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_7/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_8/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_9/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_10/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_11/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_12/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_13/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_14/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_15/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_16/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum/update_Variable_17/ResourceApplyMomentum: (ResourceApplyMomentum): /job:localhost/replica:0/task:0/device:CPU:0 + Momentum: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_9: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_10: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_11: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_12: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_13: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_14: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_15: (Add): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + truncated_normal_16/TruncatedNormal: (TruncatedNormal): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_8/gradients_7/concat_3_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/concat_3_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/sub_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 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gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 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Variable_22/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_22/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_23/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_24/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 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Variable_26/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_26/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_27/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_28/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task: + + job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030162: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_32_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030168: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030173: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030177: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030185: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030189: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030193: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030197: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030203: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030211: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030219: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030228: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030235: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030243: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030250: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030256: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030260: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030264: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030269: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030275: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030477: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030488: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030496: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030503: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030509: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030516: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/gradients_6/Add_34_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030554: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030559: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030566: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030574: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030582: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030589: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030595: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030601: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030607: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030762: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030768: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030772: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_34_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030780: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_34_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030788: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_34_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030793: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_34_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030797: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/MatMul_34_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030804: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030812: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030820: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030828: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030835: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030841: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030848: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030854: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.030858: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:56.031170: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031178: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031186: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031190: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_13: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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+ 2021-08-11 22:22:56.031412: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031418: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031423: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Tanh_30_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031426: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031432: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031440: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031449: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031456: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031465: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031472: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031479: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031484: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_34_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_8/Add_33_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031766: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031770: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031775: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031781: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031787: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_33_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031791: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_23: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031796: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_32_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031807: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_32_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031821: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_32_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031831: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_32_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.031840: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_32_grad/tuple/control_dependency_1: (Identity): 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2021-08-11 22:22:56.032426: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032430: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032435: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032439: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032443: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_30_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032449: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_32: (AddN): 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2021-08-11 22:22:56.032804: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_29_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032811: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_29_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032815: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_29_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032820: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_29_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032919: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_39: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032927: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_28_grad/MatMul: (MatMul): 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gradients_8/Tanh_24_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032956: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_41: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032960: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_42: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032964: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032969: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032976: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032983: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032988: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032993: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.032999: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033007: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033015: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033020: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Add_28_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033026: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033033: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_27_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033038: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_27_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033044: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_27_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033239: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_27_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033248: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/MatMul_27_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033254: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_44: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033258: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_45: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033262: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033268: I tensorflow/core/common_runtime/placer.cc:114] beta1_power_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033275: I tensorflow/core/common_runtime/placer.cc:114] beta1_power_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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beta2_power_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033314: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033318: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033321: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033325: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033329: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033332: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033338: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033342: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033346: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033352: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033360: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033523: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033530: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033536: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033542: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033548: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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Variable_21/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033589: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033593: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033596: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033600: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033603: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033609: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033871: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033878: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033882: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033885: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033889: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033926: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033929: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033933: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033936: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033940: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): 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Variable_24/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.033964: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065228: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065271: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065292: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065317: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065328: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065337: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065346: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065355: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065364: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.065373: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam/Assign: (AssignVariableOp): 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tensorflow/core/common_runtime/placer.cc:114] Adam_1/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077376: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077383: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077389: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077395: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077407: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077420: I tensorflow/core/common_runtime/placer.cc:114] Adam_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077428: I tensorflow/core/common_runtime/placer.cc:114] init_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077437: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077444: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/add_37_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077452: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/add_37_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077458: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/add_37_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077466: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077475: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077483: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077490: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077498: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077506: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077514: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077522: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077529: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077536: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077544: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_7_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077551: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_7_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077559: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_7_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077566: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_7_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077573: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_7_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077581: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077588: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077597: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077607: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077617: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077629: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077641: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Prod: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077653: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Prod_1: (Prod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077662: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077673: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/floordiv: (FloorDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077686: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Cast: (Cast): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077694: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/truediv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077702: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077710: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077722: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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/job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077791: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077798: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077805: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/mul_6_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077818: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_3_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077827: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_3_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077835: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077844: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/stack: (Pack): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077857: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077868: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077881: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077890: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077898: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077908: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077917: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Pad: (Pad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077926: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077938: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077946: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077954: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077965: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077977: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077988: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.077996: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/sub_9_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_27_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078128: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_27_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078138: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_27_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078145: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_27_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078153: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078163: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/add: (AddV2): 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gradients_9/MatMul_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078276: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_26_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078284: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Reshape_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078295: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Reshape_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078305: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_23_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078313: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/Shape: (Shape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078375: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078398: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078406: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078416: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078426: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078435: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078441: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078448: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078455: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078461: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078467: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078473: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_26_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078480: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078491: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078498: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078506: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078517: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078533: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078546: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078555: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078562: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078571: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078584: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078590: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078597: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_25_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078603: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_25_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078610: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_25_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078616: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_25_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078621: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_25_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078628: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078634: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078641: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_22_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078647: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078653: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078659: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078664: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078670: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078675: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078681: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078687: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078694: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078700: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078707: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078713: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078720: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078730: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078740: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078751: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078760: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078769: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078777: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_25_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078787: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078796: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078803: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078812: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078822: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078831: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Neg: (Neg): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078838: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_1: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078844: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/RealDiv_2: (RealDiv): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078854: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078866: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078873: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078880: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078886: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078892: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078898: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_24_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078906: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_24_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078917: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078926: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078935: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_24_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078943: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078949: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078958: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_21_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078969: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078978: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078987: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078993: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.078999: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079008: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079017: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079027: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079036: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079043: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079050: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079058: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079065: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079071: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079081: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079089: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079096: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079102: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079108: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_24_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079118: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_27_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079126: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_27_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079133: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_27_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079140: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_27_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079150: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_27_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079157: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_23_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079172: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_23_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079179: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_23_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079189: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_23_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079199: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_23_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079209: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079217: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079228: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_20_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079237: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079246: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079252: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079257: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079265: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079271: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079277: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079287: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079296: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079306: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079316: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079325: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079336: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079344: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079350: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079360: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079370: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079376: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079383: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_23_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079393: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079402: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079413: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079420: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079431: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079437: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079443: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079452: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_22_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079461: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_22_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079469: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_22_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079478: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_22_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079486: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_22_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079492: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_6_grad/tuple/group_deps: (NoOp): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079587: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079597: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079604: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079610: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079618: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079628: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079639: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079648: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_28_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079700: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079706: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079713: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079719: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079725: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_22_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079766: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079773: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079779: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079785: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_9/gradients_7/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079823: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079830: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_21_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079840: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_21_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079851: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_21_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079860: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_21_grad/tuple/control_dependency: (Identity): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079963: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079970: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079980: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.079988: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080315: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080325: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080334: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080345: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080383: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_29_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080389: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_29_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080396: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_29_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080402: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_29_grad/MatMul_grad/tuple/control_dependency: (Identity): 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gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080441: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080447: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080453: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080460: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080499: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080506: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080513: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080519: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080525: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080532: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080538: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080544: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080551: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080560: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080566: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080572: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_20_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080579: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080585: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080592: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080712: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080719: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080728: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080738: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_19_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080745: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080841: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_16_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080851: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_4_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080857: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_4_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080863: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_4_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080869: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080876: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080882: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080889: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080895: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080901: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080908: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_19_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080952: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080958: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080967: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.080977: I tensorflow/core/common_runtime/placer.cc:114] 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(Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081084: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_18_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081091: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081097: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081104: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081110: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081116: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081123: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081129: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081136: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081206: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081212: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081219: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081225: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081264: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081269: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081275: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081281: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081287: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081293: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081299: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081305: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081311: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081318: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081324: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081330: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081336: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081342: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081348: I tensorflow/core/common_runtime/placer.cc:114] 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081384: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081391: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081397: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081404: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081410: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081417: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081423: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081430: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): 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gradients_9/gradients_7/MatMul_31_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081469: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_31_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081475: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_31_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081481: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081488: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081526: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081532: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081539: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081544: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1_grad/tuple/control_dependency: (Identity): 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gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081584: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081590: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081596: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081602: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081609: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081616: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081622: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081628: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081634: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081640: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081647: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081654: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081661: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081667: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081672: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081677: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081683: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081690: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081696: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081702: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081708: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081714: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081721: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081727: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081733: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081739: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081745: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081751: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081756: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/AddN_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081762: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081769: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081775: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081781: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081787: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081794: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081800: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081806: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081814: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081820: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081826: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081832: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.081838: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/MatMul_32_grad/MatMul_grad/MatMul: (MatMul): 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(BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085175: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085185: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085194: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085204: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085213: I tensorflow/core/common_runtime/placer.cc:114] 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gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085874: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085880: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085889: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085895: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_grad/tuple/control_dependency: (Identity): 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2021-08-11 22:22:56.085981: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085991: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.085998: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086004: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086010: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086015: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086020: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086026: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086032: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086037: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2_grad/BroadcastGradientArgs: 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086139: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086145: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086154: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086163: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1_grad/Reshape_1: (Reshape): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086198: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086207: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086216: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086224: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086232: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086239: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086247: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086253: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086258: I tensorflow/core/common_runtime/placer.cc:114] 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I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086402: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086408: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086414: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086419: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_34_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_9/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086463: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086471: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086477: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086482: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: 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gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086515: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086520: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086536: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_1: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086544: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_33_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 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2021-08-11 22:22:56.086626: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086634: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086639: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_32_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086646: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086654: I tensorflow/core/common_runtime/placer.cc:114] 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I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_3: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086844: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086851: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086857: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086863: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): 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gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086905: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086910: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086915: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086920: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086926: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086931: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086939: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086945: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086951: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086956: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086961: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086966: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_4: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086972: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086977: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086983: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086988: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.086994: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087000: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087006: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087011: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_30_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087016: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087022: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087027: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087032: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087037: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_29_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087043: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087049: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087054: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087060: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087066: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087071: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087076: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087081: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_5: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087086: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087092: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087097: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087105: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087111: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087116: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087122: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087128: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_29_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087134: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087139: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087144: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087150: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087155: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087161: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087166: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087171: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087177: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087182: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087187: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087221: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087227: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_6: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087233: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087239: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087244: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087250: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087256: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087261: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087267: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087272: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Add_28_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087278: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087284: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087289: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087295: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087300: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/MatMul_27_grad/MatMul_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087306: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_28_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087311: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_28_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087316: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_28_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087322: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_28_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087340: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_28_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087347: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087353: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087358: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087364: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087369: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087373: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087378: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087383: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087388: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087393: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087399: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087404: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087410: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087415: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.087421: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad: (TanhGrad): 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(Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095827: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095835: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095843: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095853: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095860: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095908: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095915: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095922: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095929: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.095935: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096187: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096198: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_8: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096206: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_30_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096213: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096220: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_30_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096226: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096232: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_30_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096240: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096246: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_9/gradients_6/Add_31_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096290: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096297: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096304: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096311: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096318: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096325: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096892: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096908: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096921: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096928: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096935: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_9: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096943: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_31_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096950: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096958: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_31_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096965: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096971: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_31_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096979: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096987: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.096995: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097002: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097008: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097015: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097021: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097028: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.097034: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/DynamicStitch: (DynamicStitch): 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2021-08-11 22:22:56.113162: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113167: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113173: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113180: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_28_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113186: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_10: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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2021-08-11 22:22:56.113228: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113236: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113244: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113251: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113260: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113268: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113274: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113281: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113871: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113888: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113897: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113907: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113916: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113923: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113932: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113940: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113949: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113957: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113964: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_11: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113973: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_33_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113982: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_33_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113990: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_33_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.113998: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114006: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_33_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114015: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114023: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114032: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114037: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114041: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114191: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114201: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114209: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114217: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114227: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114236: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114245: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114252: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114258: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114265: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114273: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114300: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114309: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114317: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_12: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114326: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_34_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114333: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_34_grad/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114338: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_34_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114343: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_34_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114349: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_34_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114358: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114367: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114792: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114808: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114815: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/mod: (FloorMod): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114821: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114827: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/range: (Range): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114835: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/ones: (Fill): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114842: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/DynamicStitch: (DynamicStitch): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114851: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114857: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/BroadcastTo: (BroadcastTo): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114863: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114870: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114878: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114884: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114889: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114895: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.114903: I tensorflow/core/common_runtime/placer.cc:114] 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2021-08-11 22:22:56.114947: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_35_grad/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115246: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_35_grad/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115263: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/MatMul_35_grad/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115277: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115288: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115303: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115314: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115324: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115333: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115343: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115352: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115361: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115369: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_35_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115378: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_34_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115386: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_34_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115395: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_34_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115403: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_34_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115410: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_34_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115418: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_15: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115426: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_16: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115434: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_30_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115441: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_17: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115448: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_18: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115458: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115976: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.115995: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116002: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116007: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116012: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116017: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116022: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116030: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116035: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_34_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116040: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_19: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116046: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_33_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116051: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_33_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116056: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_33_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116060: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_33_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116065: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_33_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116072: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_20: (AddN): 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gradients_9/Add_33_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116750: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_33_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116754: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_23: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116760: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_32_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116764: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_32_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116774: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_32_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116788: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_32_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116798: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_32_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116806: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_24: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116817: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_28_grad/TanhGrad: (TanhGrad): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116826: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_25: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.116833: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_26: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 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gradients_9/Add_31_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117215: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_31_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117220: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_31_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117225: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_31_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117229: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_31_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117234: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_31_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117239: I 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gradients_9/Add_30_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117791: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_30_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117799: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_30_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117807: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_30_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117815: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_35: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117821: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_29_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117828: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_29_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117836: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_29_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117842: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_29_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117846: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_29_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.117850: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_36: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.118607: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Tanh_25_grad/TanhGrad: (TanhGrad): 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tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/Shape_1: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119564: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119575: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119585: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119593: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/Sum_1: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119601: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119608: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119617: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119624: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Add_28_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119632: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/AddN_43: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119640: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_27_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119648: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/MatMul_27_grad/MatMul_1: (MatMul): 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gradients_9/AddN_46: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119703: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_18/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119710: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_18/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119717: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_18/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119723: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_19/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119730: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_19/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.119991: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_19/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120009: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_20/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120015: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_20/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120021: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_20/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120027: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_21/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120034: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_21/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120039: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_21/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120044: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_22/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120051: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_22/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120056: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_22/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120061: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_23/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120071: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_23/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120078: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_23/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120083: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_24/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120090: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_24/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120097: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_24/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120101: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_25/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120107: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_25/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120115: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_25/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120120: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_26/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120125: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_26/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120133: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_26/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120139: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_27/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120143: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_27/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120151: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_27/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120158: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_28/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120162: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_28/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120169: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_28/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120176: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_29/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120182: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_29/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120188: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_29/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120195: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_30/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120202: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_30/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120207: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_30/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120214: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_31/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120221: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_31/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120226: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_31/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120231: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_32/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120237: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_32/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120244: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_32/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120249: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_33/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120255: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_33/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120263: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_33/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120269: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_34/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120275: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_34/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120283: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_34/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120291: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_35/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120299: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_35/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120306: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_35/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120311: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_36/ResourceApplyAdam/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120315: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_36/ResourceApplyAdam/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120323: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/update_Variable_36/ResourceApplyAdam: (ResourceApplyAdam): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120330: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120335: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120339: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120343: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/ReadVariableOp_1: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120348: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/ReadVariableOp_2: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120355: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120362: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/AssignVariableOp_1: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120367: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/ReadVariableOp_3: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120377: I tensorflow/core/common_runtime/placer.cc:114] Adam_2: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120386: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120392: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120397: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120402: I tensorflow/core/common_runtime/placer.cc:114] zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120407: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120412: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120418: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_1/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120423: I tensorflow/core/common_runtime/placer.cc:114] zeros_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120429: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120434: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120438: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_2/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120444: I tensorflow/core/common_runtime/placer.cc:114] zeros_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120449: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120454: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120459: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_3/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120464: I tensorflow/core/common_runtime/placer.cc:114] zeros_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120469: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120474: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120479: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_4/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120484: I tensorflow/core/common_runtime/placer.cc:114] zeros_4: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120489: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120494: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120499: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_5/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120504: I tensorflow/core/common_runtime/placer.cc:114] zeros_5: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120510: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120514: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120520: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_6/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120525: I tensorflow/core/common_runtime/placer.cc:114] zeros_6: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120530: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120536: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120541: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_7/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120546: I tensorflow/core/common_runtime/placer.cc:114] zeros_7: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120551: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120556: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120561: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_8/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120568: I tensorflow/core/common_runtime/placer.cc:114] zeros_8: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120575: I tensorflow/core/common_runtime/placer.cc:114] Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120580: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120586: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_2: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120591: I tensorflow/core/common_runtime/placer.cc:114] concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120596: I tensorflow/core/common_runtime/placer.cc:114] sub/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120602: I tensorflow/core/common_runtime/placer.cc:114] mul/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120607: I tensorflow/core/common_runtime/placer.cc:114] truediv/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120611: I tensorflow/core/common_runtime/placer.cc:114] sub_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120617: I tensorflow/core/common_runtime/placer.cc:114] concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120622: I tensorflow/core/common_runtime/placer.cc:114] sub_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120627: I tensorflow/core/common_runtime/placer.cc:114] mul_1/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120633: I tensorflow/core/common_runtime/placer.cc:114] truediv_1/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120639: I tensorflow/core/common_runtime/placer.cc:114] sub_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120643: I tensorflow/core/common_runtime/placer.cc:114] gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120678: I tensorflow/core/common_runtime/placer.cc:114] gradients/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120682: I tensorflow/core/common_runtime/placer.cc:114] gradients/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120686: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120691: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120695: I tensorflow/core/common_runtime/placer.cc:114] gradients_1/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.120699: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121791: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121830: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121841: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121847: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121852: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121856: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121860: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121865: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121869: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121872: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121877: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121891: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121897: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121901: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121905: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121909: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121914: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121920: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121926: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121930: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121934: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.121938: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122297: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122310: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122318: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122324: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122330: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122336: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122341: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122346: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122352: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122357: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122361: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122365: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122369: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122374: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122378: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122384: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122390: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122394: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122399: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122405: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122410: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122850: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122868: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122881: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122890: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122898: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122921: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122925: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122946: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122951: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122958: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122965: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122973: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122978: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122983: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122987: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122991: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.122997: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123005: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/truediv_1_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123027: I tensorflow/core/common_runtime/placer.cc:114] gradients_2/concat_1_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123055: I tensorflow/core/common_runtime/placer.cc:114] mul_2/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123063: I tensorflow/core/common_runtime/placer.cc:114] Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123072: I tensorflow/core/common_runtime/placer.cc:114] Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123829: I tensorflow/core/common_runtime/placer.cc:114] mul_3/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123847: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123857: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123866: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123874: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123882: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123890: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123898: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123905: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123914: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123922: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123931: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123938: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123946: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123955: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123963: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123971: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123980: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123988: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.123995: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124001: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124007: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124015: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124021: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124028: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124034: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124041: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124047: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124054: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124060: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124070: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124076: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124083: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124090: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124097: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124103: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124110: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124120: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124126: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124135: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124140: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124144: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124148: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124154: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124163: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124170: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124177: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124183: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124188: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124195: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124202: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124226: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124235: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124244: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124250: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124253: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124259: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124264: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124271: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124275: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124287: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124297: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124305: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124316: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124325: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124333: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124341: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124362: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124382: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124390: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124398: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124405: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124415: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124429: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124439: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124449: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124459: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124466: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124471: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124476: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124480: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124485: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124488: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124492: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.124497: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126177: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126208: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126217: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126226: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126247: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126257: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126266: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126274: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126281: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126291: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126301: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126309: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126317: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126325: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126336: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126346: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126355: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126364: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126373: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126383: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126409: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126418: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126582: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126605: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126617: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126626: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126635: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126642: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126651: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126660: I tensorflow/core/common_runtime/placer.cc:114] gradients_3/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126670: I tensorflow/core/common_runtime/placer.cc:114] beta1_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126678: I tensorflow/core/common_runtime/placer.cc:114] beta2_power/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126686: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126695: I tensorflow/core/common_runtime/placer.cc:114] Variable/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126705: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126714: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126724: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126732: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126741: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126749: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126759: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126767: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126776: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126785: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.126795: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127025: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127040: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127049: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127059: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127067: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127076: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127085: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127094: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127101: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127110: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127118: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127127: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127136: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127145: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127153: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127162: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127170: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127180: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127188: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127197: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127205: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127214: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127224: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127237: I tensorflow/core/common_runtime/placer.cc:114] Adam/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127628: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127639: I tensorflow/core/common_runtime/placer.cc:114] Adam/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127647: I tensorflow/core/common_runtime/placer.cc:114] Adam/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127654: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127661: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127668: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127676: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127683: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127689: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127697: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127704: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127711: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127719: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127726: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127734: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127742: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Mean_1_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127749: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/Square_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127757: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127765: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127774: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/concat_1_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127782: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127789: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127796: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127802: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_2_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127967: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127975: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127982: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127989: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/mul_1_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.127996: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128003: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128011: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128018: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128028: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/truediv_1_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128036: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128044: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128051: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128058: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/sub_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128065: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128072: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128078: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128089: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_9_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128097: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_8_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128104: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128111: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128118: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128334: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128343: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128350: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128358: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128366: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128375: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128382: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128389: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128396: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128403: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128411: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128418: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128425: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128432: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128438: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128447: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128454: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128460: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128467: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128474: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128840: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128855: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128863: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128871: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128879: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128889: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128898: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128906: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128914: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128922: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128931: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128944: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_14_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128954: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_13_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128963: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_12_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128973: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_11_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128983: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_10_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.128993: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_9_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129002: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_2/gradients_1/Tanh_8_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129011: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129019: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129239: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129248: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_10_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129257: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_9_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129264: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129271: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129278: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129285: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_11_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129293: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_10_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129300: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129308: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129314: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129321: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_12_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129329: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_11_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129348: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129355: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129361: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129368: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_13_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129376: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_12_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129383: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129389: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129396: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129699: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_14_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129717: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_13_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129723: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129727: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129731: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129738: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_15_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129745: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_14_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129750: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129754: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129757: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129764: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Add_16_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129770: I tensorflow/core/common_runtime/placer.cc:114] gradients_4/gradients_1/Tanh_15_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129777: I tensorflow/core/common_runtime/placer.cc:114] Variable/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129784: I tensorflow/core/common_runtime/placer.cc:114] Variable_1/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129791: I tensorflow/core/common_runtime/placer.cc:114] Variable_2/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129798: I tensorflow/core/common_runtime/placer.cc:114] Variable_3/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129804: I tensorflow/core/common_runtime/placer.cc:114] Variable_4/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129811: I tensorflow/core/common_runtime/placer.cc:114] Variable_5/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129817: I tensorflow/core/common_runtime/placer.cc:114] Variable_6/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129823: I tensorflow/core/common_runtime/placer.cc:114] Variable_7/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129830: I tensorflow/core/common_runtime/placer.cc:114] Variable_8/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.129835: I tensorflow/core/common_runtime/placer.cc:114] Variable_9/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130224: I tensorflow/core/common_runtime/placer.cc:114] Variable_10/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130231: I tensorflow/core/common_runtime/placer.cc:114] Variable_11/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130241: I tensorflow/core/common_runtime/placer.cc:114] Variable_12/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130248: I tensorflow/core/common_runtime/placer.cc:114] Variable_13/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130251: I tensorflow/core/common_runtime/placer.cc:114] Variable_14/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130255: I tensorflow/core/common_runtime/placer.cc:114] Variable_15/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130259: I tensorflow/core/common_runtime/placer.cc:114] Variable_16/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130263: I tensorflow/core/common_runtime/placer.cc:114] Variable_17/Momentum/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130271: I tensorflow/core/common_runtime/placer.cc:114] Momentum/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130276: I tensorflow/core/common_runtime/placer.cc:114] Momentum/momentum: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130280: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130285: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130290: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130301: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_9/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130307: I tensorflow/core/common_runtime/placer.cc:114] zeros_9: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130312: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130316: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130321: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_10/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130326: I tensorflow/core/common_runtime/placer.cc:114] zeros_10: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130330: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130335: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130339: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_11/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130344: I tensorflow/core/common_runtime/placer.cc:114] zeros_11: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130355: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130361: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130449: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_12/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130455: I tensorflow/core/common_runtime/placer.cc:114] zeros_12: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130461: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130474: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130483: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_13/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130490: I tensorflow/core/common_runtime/placer.cc:114] zeros_13: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130495: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130501: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130507: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_14/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130514: I tensorflow/core/common_runtime/placer.cc:114] zeros_14: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130522: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130539: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130546: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_15/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130552: I tensorflow/core/common_runtime/placer.cc:114] zeros_15: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130557: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130562: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130568: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_16/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130573: I tensorflow/core/common_runtime/placer.cc:114] zeros_16: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130578: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130582: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/mean: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130586: I tensorflow/core/common_runtime/placer.cc:114] truncated_normal_17/stddev: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130591: I tensorflow/core/common_runtime/placer.cc:114] zeros_17: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130597: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_3: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130603: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_4: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130608: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_5: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130613: I tensorflow/core/common_runtime/placer.cc:114] concat_2/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130899: I tensorflow/core/common_runtime/placer.cc:114] sub_5/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130907: I tensorflow/core/common_runtime/placer.cc:114] mul_4/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130915: I tensorflow/core/common_runtime/placer.cc:114] truediv_2/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130920: I tensorflow/core/common_runtime/placer.cc:114] sub_6/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130924: I tensorflow/core/common_runtime/placer.cc:114] concat_3/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130929: I tensorflow/core/common_runtime/placer.cc:114] sub_7/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130936: I tensorflow/core/common_runtime/placer.cc:114] mul_5/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130943: I tensorflow/core/common_runtime/placer.cc:114] truediv_3/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130952: I tensorflow/core/common_runtime/placer.cc:114] sub_8/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130957: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130961: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130965: I tensorflow/core/common_runtime/placer.cc:114] gradients_5/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130969: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130974: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130980: I tensorflow/core/common_runtime/placer.cc:114] gradients_6/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130984: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130987: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130991: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130995: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.130999: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131005: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131012: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131019: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131026: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131033: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131318: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131325: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/mul_5_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131331: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131341: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131348: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131356: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131363: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/truediv_3_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131370: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131377: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131384: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131391: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131398: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131405: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131412: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131419: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131424: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131430: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131435: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131438: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131444: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.131451: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132110: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132121: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132125: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132130: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132136: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132141: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132145: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132148: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132154: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132160: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132164: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132168: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132174: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132180: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132184: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132188: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132194: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132200: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132204: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132212: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132218: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132224: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132230: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132236: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132242: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132249: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132254: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132258: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132262: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132266: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/gradients_6/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132270: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/truediv_3_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132274: I tensorflow/core/common_runtime/placer.cc:114] gradients_7/concat_3_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132284: I tensorflow/core/common_runtime/placer.cc:114] Const_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132292: I tensorflow/core/common_runtime/placer.cc:114] Const_3: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132300: I tensorflow/core/common_runtime/placer.cc:114] mul_7/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132329: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132338: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132347: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132355: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132362: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132367: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_2_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132376: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132385: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132394: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132402: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132411: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132420: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Mean_3_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132429: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/Square_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132437: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132446: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132455: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132463: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132471: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132478: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132483: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132488: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132492: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132499: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132506: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/mul_5_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132517: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132524: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132531: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132539: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132547: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/truediv_3_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132552: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.132556: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133245: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133257: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133265: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133272: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133280: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133303: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133314: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133321: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133328: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133336: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133344: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133354: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133361: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133368: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133388: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133395: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133417: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133423: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133428: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133435: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133440: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133654: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133663: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133670: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133677: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133685: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133693: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133701: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133709: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133716: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133726: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133735: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133743: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133749: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133756: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133761: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133766: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133771: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133775: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133780: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133787: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.133795: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134103: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134113: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134118: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134123: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134128: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134132: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134137: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134141: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134146: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134152: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134157: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134162: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134166: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134169: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134173: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134177: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134182: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134187: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134193: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134197: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134907: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134918: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134923: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134930: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134955: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134976: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134982: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134987: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134991: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.134995: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135000: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135008: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135017: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135025: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135032: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135039: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135048: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135055: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135061: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135065: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135069: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135074: I tensorflow/core/common_runtime/placer.cc:114] gradients_8/gradients_6/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135079: I tensorflow/core/common_runtime/placer.cc:114] beta1_power_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135083: I tensorflow/core/common_runtime/placer.cc:114] beta2_power_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135087: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135091: I tensorflow/core/common_runtime/placer.cc:114] Variable_18/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135097: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135105: I tensorflow/core/common_runtime/placer.cc:114] Variable_19/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135112: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135119: I tensorflow/core/common_runtime/placer.cc:114] Variable_20/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135124: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135129: I tensorflow/core/common_runtime/placer.cc:114] Variable_21/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135134: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135140: I tensorflow/core/common_runtime/placer.cc:114] Variable_22/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135144: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135148: I tensorflow/core/common_runtime/placer.cc:114] Variable_23/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135152: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135156: I tensorflow/core/common_runtime/placer.cc:114] Variable_24/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135161: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135165: I tensorflow/core/common_runtime/placer.cc:114] Variable_25/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135170: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135177: I tensorflow/core/common_runtime/placer.cc:114] Variable_26/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135181: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135185: I tensorflow/core/common_runtime/placer.cc:114] Variable_27/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135189: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135411: I tensorflow/core/common_runtime/placer.cc:114] Variable_28/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135421: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135429: I tensorflow/core/common_runtime/placer.cc:114] Variable_29/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135437: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135446: I tensorflow/core/common_runtime/placer.cc:114] Variable_30/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135452: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135456: I tensorflow/core/common_runtime/placer.cc:114] Variable_31/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135461: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135467: I tensorflow/core/common_runtime/placer.cc:114] Variable_32/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135474: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135481: I tensorflow/core/common_runtime/placer.cc:114] Variable_33/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135485: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135489: I tensorflow/core/common_runtime/placer.cc:114] Variable_34/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135493: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135497: I tensorflow/core/common_runtime/placer.cc:114] Variable_35/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135502: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135505: I tensorflow/core/common_runtime/placer.cc:114] Variable_36/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135515: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135521: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135526: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135531: I tensorflow/core/common_runtime/placer.cc:114] Adam_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135536: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135540: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135545: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.135551: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136039: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136049: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136054: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_2_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136059: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136065: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136073: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136078: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136083: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136088: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Mean_3_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136093: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/Square_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136098: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136103: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136108: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136113: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136119: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136124: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136128: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136132: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136136: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136141: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136145: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/mul_5_grad/Sum_1_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136150: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136155: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136762: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136769: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136781: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/truediv_3_grad/RealDiv_grad/Shape_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136787: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136791: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136795: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136799: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136803: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136807: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136811: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136815: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136820: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136825: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136829: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136832: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136836: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136841: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136845: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136849: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136853: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.136857: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137073: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137086: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137094: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137100: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137107: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137115: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137122: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137128: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137135: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137141: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137149: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137156: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137166: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137173: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137180: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137187: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137195: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137201: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137208: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137214: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137223: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137524: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137534: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137540: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137547: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137555: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137564: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137572: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137581: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137589: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137597: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137605: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137613: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137621: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137627: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137634: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137640: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137648: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137656: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137662: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137668: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137878: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137888: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137895: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137901: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137907: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137914: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137921: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137931: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137938: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137945: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137951: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137958: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137965: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137972: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137978: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137984: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137992: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.137998: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138005: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138011: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138017: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138252: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138259: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138266: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138272: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138278: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138285: I tensorflow/core/common_runtime/placer.cc:114] gradients_9/gradients_6/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138294: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138302: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138310: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + 2021-08-11 22:22:56.138318: I tensorflow/core/common_runtime/placer.cc:114] Adam_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + + + 0/device:CPU:0 + Variable_29/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_29/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_30/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_31/Adam_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_32/Adam_1/Read/ReadVariableOp: 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/job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/AddN_2: (AddN): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_32_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/MatMul_31_grad/MatMul_grad/MatMul_grad/MatMul_1: (MatMul): 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+ gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Sum: (Sum): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/BroadcastTo_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_31_grad/Sum_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_31_grad/Reshape_grad/Reshape_grad/Shape: (Shape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Add_31_grad/Reshape_grad/Reshape_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/MatMul_30_grad/MatMul_grad/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0 + 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Variable_34/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_34/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_35/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_35/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_36/Adam/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Variable_36/Adam_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam_1/learning_rate: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam_1/beta1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam_1/beta2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + Adam_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_2_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_2_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_2_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_2_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Square_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_3_grad/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_3_grad/Shape_2: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_3_grad/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Mean_3_grad/Maximum/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/Square_3_grad/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/concat_3_grad/Slice_grad/Rank: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/concat_3_grad/Slice_grad/stack/1: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/concat_3_grad/Slice_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_7_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_7_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_7_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_7_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/mul_5_grad/Sum_1_grad/Size: (Const): 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gradients_9/gradients_7/sub_8_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_8_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_8_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/sub_8_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_28_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_28_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_28_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_28_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_24_grad/TanhGrad_grad/mul/y: (Const): 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(Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_32_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_32_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_32_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_32_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_28_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_33_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_33_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_33_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_33_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_29_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_34_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_34_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_34_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_34_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_30_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_35_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_35_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_35_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Add_35_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/Tanh_31_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_30_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_29_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_28_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_27_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_26_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_25_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_7/gradients_6/Tanh_24_grad/TanhGrad_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_29_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_29_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_29_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_29_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Tanh_25_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_30_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_30_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_30_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_30_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Tanh_26_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_31_grad/Sum_grad/Size: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_31_grad/Sum_grad/range/start: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_31_grad/Sum_grad/range/delta: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Add_31_grad/Sum_grad/ones/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gradients_6/Tanh_27_grad/TanhGrad_grad/mul/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0 + gradients_9/gra + + +```python +print("f_pred mean = ", np.mean(f_pred)) +print('Error u: %e' % (error_u)) +print('Percent error u: ', 100*error_u) + +``` + + f_pred mean = 1.7971148e-10 + Error u: 3.445086e-02 + Percent error u: 3.445085959236195 + + + +```python +# Set grid values back to full data set size for plotting + +t = data['t'].flatten()[:,None] +x = data['x'].flatten()[:,None] +X, T = np.meshgrid(x,t) + + +U_pred = griddata(X_star, u_pred.flatten(), (X,T), method='cubic') +Error = np.abs(Exact - U_pred) +percentError = 100*np.divide(Error, Exact) +``` + + +```python +fig, ax = plt.subplots(figsize=(15,15)) +ax.axis('off') + +print("--------- Errors ---------") +print('Percent error u: ', 100*error_u) +print("--------------------------") + + +####### Row 0: u(t,x) ################## +gs0 = gridspec.GridSpec(3, 2) +gs0.update(top=1-0.06, bottom=1-1/3, left=0.15, right=0.85, wspace=0, hspace=1) + + +########## Prediction ################## +ax = plt.subplot(gs0[0, :]) +h = ax.imshow(U_pred.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 1) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(h, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x) - Prediction$', fontsize = 10) + +########## Exact ################## +ax = plt.subplot(gs0[1, :]) +i = ax.imshow(Exact.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 1) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(i, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x)$ - Exact', fontsize = 10) + +########## Error ################## +ax = plt.subplot(gs0[2, :]) +j = ax.imshow(percentError.T, interpolation='nearest', cmap='rainbow', + extent=[t.min(), t.max(), x.min(), x.max()], + origin='lower', aspect='auto', vmin = 0, vmax = 10) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(j, cax=cax) + +ax.plot(X_u_train[:,1], X_u_train[:,0], 'kx', label = 'Data (%d points)' % (u_train.shape[0]), markersize = 4, clip_on = False) + +line = np.linspace(x.min(), x.max(), 2)[:,None] +ax.plot(t[2]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[5]*np.ones((2,1)), line, 'w-', linewidth = 1) +ax.plot(t[10]*np.ones((2,1)), line, 'w-', linewidth = 1) + +ax.set_xlabel('$t$') +ax.set_ylabel('$x$') +ax.legend(frameon=False, loc = 'best') +ax.set_title('$u(t,x)$ - Percent Error', fontsize = 10) + +####### Row 1: u(t,x) slices ################## + +fig, ax = plt.subplots(figsize=(15,15)) +ax.axis('off') +gs1 = gridspec.GridSpec(1, 3) +gs1.update(top=1-1/3, bottom=0, left=0.1, right=0.9, wspace=0.5) + +ax = plt.subplot(gs1[:, 0]) +ax.plot(x,Exact[2,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[2,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.set_title('$t = ' + str(t[2,0]) + '$', fontsize = 10) +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) + +ax = plt.subplot(gs1[:, 1]) +ax.plot(x,Exact[5,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[5,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) +ax.set_title('$t = ' + str(t[5,0]) + '$', fontsize = 10) +ax.legend(loc='upper center', bbox_to_anchor=(0.5, -0.35), ncol=5, frameon=False) + +ax = plt.subplot(gs1[:, 2]) +ax.plot(x,Exact[10,:], 'b-', linewidth = 2, label = 'Exact') +ax.plot(x,U_pred[10,:], 'r--', linewidth = 2, label = 'Prediction') +ax.set_xlabel('$x$') +ax.set_ylabel('$u(t,x)$') +ax.axis('square') +ax.set_xlim([0,1]) +ax.set_ylim([0,1]) +ax.set_title('$t = ' + str(t[10,0]) + '$', fontsize = 10); +``` + + --------- Errors --------- + Percent error u: 3.445085959236195 + -------------------------- + + + + +![png](PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_49_1.png) + + + + + +![png](PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_49_2.png) + + + +
+ +**Results** + +Above are the results of the PINN. The error for recreating the full solution field is $\approx 5 \%$, despite using only $N_u = 100$ data points. This shows the power of PINNs to learn solution fields from sparse measurements, even when some of the input parameters are unknown. + +The three colourmaps show the PINN prediction, the exact solution from the numerical method and the relative error between these two fields. We can see that the errors are largest near $t=0$ and $x=0$, but that overall the agreement is very good. + +On the colourmap, we can see three vertical white lines, which show the location in time of the three profile plots of $u$ against $x$. The three heat profiles at these times are plotted against the exact solution found using numerical methods. The profiles can be seen to be in very good agreement, but show worse agreement. + +**Further Work** + +Congratulations, you have now trained your second physics-informed neural network! + +This network contains a number of hyper-parameters that could be tuned to give better results. Various hyper-parameters include: +- number of data training points N_u +- number of collocation training points N_f +- number of layers in the network +- number of neurons per layer +- weightings for the data and PDE loss terms in the loss function (currently we use loss = loss_PDE + 5*loss_data) +- initialisation value for k +- optimisation + +It is also possible to use different sampling techniques for training data points. We randomly select $N_u$ data points, but alternative methods could be choosing only boundary points or choosing more points near the $t=0$ boundary. + +return [here](#1D-Heat-Equation) to try out some of these changes if you like, or [here](#init) to alter optimization method used + + +
+ +
+ + +
+ +# Next Steps + + +Next we move on to a more complex example using the Navier Stokes Equation in the notebook linked below + +[Navier-Stokes PINNs discovery of PDE’s](PINNs_NavierStokes_example.ipynb) + +
+ +**Contact Details** + +For any questions, corrections or comments, please contact either: + +Michael MacRaild - scmm@leeds.ac.uk + +Fergus Shone - mm16f2s@leeds.ac.uk + +
+ + +```python + +``` diff --git a/PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_20_0.png b/PINNs_1DHeatEquationExample_files/PINNs_1DHeatEquationExample_20_0.png new file mode 100644 index 0000000000000000000000000000000000000000..db6eb9388e6a2b9f6d8550b4e0fbb9df7a627684 GIT binary patch literal 83189 zcmZU)byQnV)HWKN;uH!Lm*NGAySrP_BBi*yYoSO>v0}xGLvbf~ad)@i!4q5p;7?0l38Jyz1pokWm6hal005+L#6^OMjwo@&O{=XGC zT|I2M*dulf5skcZQ!?@d0I-SvyO02x*<=7D062qL^wYNW4e7EGv$R^Mh zoSUI+gKiTgDpKmv*dz{Gy>;uyE)IKB)L0<@v2idiO}|c{3FAbXTLBG;P+B|5GQ(IX zT(5f}cMejcCq~7!9tG57N)GfnUs<|=?HWPEri_gOng29NGspfL%o5eC0(y-NcNgMD%m=5q`4Re)9hIA`cCm^+60IT~4rL`X0rms5C z0c*4oH>7|r=(@f=VraPrOKV6$1MGxNk0!5ZyH&yy!2Xh`(}&rj5MbpHVva`l{WlxI z{&37K9)PRQWDW{o61apIMW3+XZno$__6e^!j1=y>YS0(jC*0B}d!?G(`7XjvNSe-5h?UiaoVtM5IS^B`-+c$l@e~~ggGIr)*WEB9 zK=pXwmq{SL2pI3)`gvJ+X*cv%1-zc{zRTV$& z%iRN0Jzb`S??@+s769{W5R4VRLI;O@g9nWWJX%xU!H!wM>yU>#_H574qp6u!;B`c! zB=80Y@OtOVbE70kM17$ff6IG+^|sPH7wr7>Ed)S`4mD>ur$K{iz##@mLZlwQyHI;D 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b/PINNs_1DHeatEquation_nonML.md new file mode 100644 index 0000000..5f88e14 --- /dev/null +++ b/PINNs_1DHeatEquation_nonML.md @@ -0,0 +1,499 @@ +

+

Tutorial 2

+

Physics Informed Neural Networks Part 1

+

Manual 1D Heat Equation Solver

+
+ +# Overview + +This notebook is based on two papers: *[Physics-Informed Neural Networks: A Deep LearningFramework for Solving Forward and Inverse ProblemsInvolving Nonlinear Partial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999118307125)* and *[Hidden Physics Models: Machine Learning of NonlinearPartial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999117309014)* with the help of Fergus Shone and Michael Macraild. + +These tutorials will go through solving Partial Differential Equations using Physics Informed Neural Networks focusing on the Burgers Equation and a more complex example using the Navier Stokes Equation + +**This introduction section is replicated in all PINN tutorial notebooks (please skip if you've already been through)** + +
+If you have not already then in your repositoy directory please run the following code. + +```bash +git submodule init +git submodule update --init --recursive +``` + +**If this does not work please clone the [PINNs](https://github.com/maziarraissi/PINNs) repository into your Physics_Informed_Neural_Networks folder** +
+ +
+ +

Physics Informed Neural Networks

+ +For a typical Neural Network using algorithms like gradient descent to look for a hypothesis, data is the only guide, however if the data is noisy or sparse and we already have governing physical models we can use the knowledge we already know to optimize and inform the algorithms. This can be done via [feature engineering]() or by adding a physical inconsistency term to the loss function. + + + + + +## The very basics + +If you know nothing about neural networks there is a [toy neural network python code example](https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS/tree/main/ToyNeuralNetwork) included in the [LIFD ENV ML Notebooks Repository]( https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS). Creating a 2 layer neural network to illustrate the fundamentals of how Neural Networks work and the equivalent code using the python machine learning library [tensorflow](https://keras.io/). + + +## Recommended reading + +The in-depth theory behind neural networks will not be covered here as this tutorial is focusing on application of machine learning methods. If you wish to learn more here are some great starting points. + + +* [All you need to know on Neural networks](https://towardsdatascience.com/nns-aynk-c34efe37f15a) +* [Introduction to Neural Networks](https://victorzhou.com/blog/intro-to-neural-networks/) +* [Physics Guided Neural Networks](https://towardsdatascience.com/physics-guided-neural-networks-pgnns-8fe9dbad9414) +* [Maziar Rassi's Physics informed GitHub web Page](https://maziarraissi.github.io/PINNs/) + +
+ + +
+ + +
+ +

Machine Learning Theory

+ + + + + +## Physics informed Neural Networks + +Neural networks work by using lots of data to calculate weights and biases from data alone to minimise the loss function enabling them to act as universal function approximators. However these lose their robustness when data is limited. However by using known physical laws or empirical validated relationships the solutions from neural networks can be sufficiently constrained by disregarding no realistic solutions. + +A Physics Informed Neural Network considers a parameterized and nonlinear partial differential equation in the general form; + + + + +\begin{align} + u_t + \mathcal{N}[u; \lambda] &= 0, && x \in \Omega, t \in [0,T],\\ +\end{align} + + + +where $\mathcal{u(t,x)}$ denores the hidden solution, $\mathcal{N}$ is a nonlinear differential operator acting on $u$, $\mathcal{\lambda}$ and $\Omega$ is a subset of $\mathbb{R}^D$ (the prescribed data). This set up an encapsulation of a wide range of problems such as diffusion processes, conservation laws, advection-diffusion-reaction systems, and kinetic equations and conservation laws. + +Here we will go though this for the 1 Heat equation and Navier stokes equations + + +
+ +
+ +

Python

+ + +## Tensorflow + +There are many machine learning python libraries available, [TensorFlow](https://www.tensorflow.org/) a is one such library. If you have GPUs on the machine you are using TensorFlow will automatically use them and run the code even faster! + +## Further Reading + +* [Running Jupyter Notebooks](https://jupyter.readthedocs.io/en/latest/running.html#running) +* [Tensorflow optimizers](https://www.tutorialspoint.com/tensorflow/tensorflow_optimizers.htm) + +
+ +
+ +
+ +

Requirements

+ +These notebooks should run with the following requirements satisfied + +

Python Packages:

+ +* Python 3 +* tensorflow > 2 +* numpy +* matplotlib +* scipy + +

Data Requirements

+ +This notebook referes to some data included in the git hub repositroy imported via the git submodules command mentioned in the installation instructions + +
+ + +**Contents:** + +1. **[1D Heat Equation Non ML Example](PINNs_1DHeatEquations_nonML.ipynb)** +2. [1D Heat Equation PINN Example](PINNs_1DHeatEquationExample.ipynb) +3. [Navier-Stokes PINNs discovery of PDE’s](PINNs_NavierStokes_example.ipynb) +4. [Navier-Stokes PINNs Hidden Fluid Mechanics](PINNs_NavierStokes_HFM.ipynb) + + +
+Load in all required modules (including some auxiliary code) and turn off warnings. +
+ + +```python +# For readability: disable warnings +import warnings +warnings.filterwarnings('ignore') +``` + + +```python +import sys +sys.path.insert(0, 'PINNs/Utilities/') +import tensorflow as tf +import numpy as np +import matplotlib.pyplot as plt +import scipy.io +from scipy.interpolate import griddata +import time +from itertools import product, combinations +from mpl_toolkits.mplot3d import Axes3D +from mpl_toolkits.mplot3d.art3d import Poly3DCollection +from mpl_toolkits.axes_grid1 import make_axes_locatable +import matplotlib.gridspec as gridspec +from time import time +import scipy.sparse as sp +import scipy.sparse.linalg as la +``` + + 2021-07-15 16:57:02.874406: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory + 2021-07-15 16:57:02.874427: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. + + +
+ +

1D Heat Equation (forwards)

+ +Given +- the initial temperature profile $u(x,0) = m(x)$, +- the thermal diffusivity $k$, +- a prescribed temperature $u(0,t) = u(L,t) = 0$ at the extremities of the rod; + +solve the heat equation + +\begin{equation} +\begin{array}{ll} +\frac{\partial u}{\partial t} - k \frac{\partial^2}{\partial x^2} u = 0 & \forall x\,\in\,(0, L)\; \forall t \in (0,T)\\ +u(x, 0) = m(x) & \forall x \in [0,L] \\ +u(0,t) = u(L,t) = 0 & \forall t \in (0, T], +\end{array} +\end{equation} + +and observe the temperature at the final time $T$: + + +\begin{equation} \mathcal{F}(m) = u(x, T). \end{equation} + +#### Analytical solution to the forward problem. + +If + +\begin{equation} m(x) = \sin\left(n\, \frac{\pi}{L} x \right), \quad n = 1,2,3, \ldots ,\end{equation} + +then + +\begin{equation} u(x,t) = e^{ -k\left(n\, \frac{\pi}{L} \right)^2 t} \sin\left(n\,\frac{\pi}{L} x \right) \end{equation} + +is the unique solution to the heat equation. + +
+ +
+
+ +

1D Heat Equation (inverse)

+ +Given the forward model F and a noisy measurament d of the temperature profile at time T, find the initial temperature profile m + +such that +\begin{equation} +F(m)=d. +\end{equation} + +### Discretization + +To discretize the problem, we use finite differences in space and Implicit Euler in time. + +#### Semidiscretization in space +We divide the $[0, L]$ interval in $n_x$ subintervals of the same lenght $h = \frac{L}{n_x}$, and we denote with $u_j(t) := u( jh, t)$ the value of the temperature at point $x_j = jh$ and time $t$. + +We then use a centered finite difference approximation of the second derivative in space and write + +\begin{equation} \frac{\partial u_j(t)}{\partial t} - k \frac{u_{j-1}(t) - 2u_j(t) + u_{j+1}(t)}{h^2} \quad \text{for } j=1,2,\ldots,n_x-1, \end{equation} + +with the boundary condition $u_0(t) = u_{n_x}(t) = 0$. + +By letting + +\begin{equation} \mathbf{u}(t) = \begin{bmatrix}u_1(t)\\u_2(t)\\ \ldots\\ u_{n_x-1}(t) \end{bmatrix}\end{equation} + +be the vector collecting the values of the temperature $u$ at the points $x_j = j\,h$, we then write the system of ordinary differential equations (ODEs): +$$ \frac{\partial}{\partial t} \mathbf{u}(t) + K \mathbf{u}(t) = 0,$$ +where $K \in \mathbb{R}^{(n_x-1) \times (n_x-1)}$ is the tridiagonal matrix given by + +\begin{equation} K = \frac{k}{h^2}\begin{bmatrix} 2 & -1 & & & & \\ + -1 & 2 & -1 & & & \\ + & -1 & 2 & -1 & & \\ + & &\ldots & \ldots & \ldots & \\ + & & & -1 & 2 & -1 \\ + & & & & -1 & 2 \\ + \end{bmatrix}.\end{equation} + +#### Time discretization +We subdivide the time interval $(0, T]$ in $n_t$ time step of size $\Delta t = \frac{T}{n_t}$. +By letting $\mathbf{u}^{(i)} = \mathbf{u}(i\,\Delta t)$ denote the discretized temperature profile at time $t_i = i\,\Delta t$, the Implicit Euler scheme reads + +\begin{equation} \frac{\mathbf{u}^{(i+1)} - \mathbf{u}^{(i)}}{\Delta t} + K\mathbf{u}^{(i+1)} = 0, \quad \text{for } i=0,1,\ldots, n_t-1.\end{equation} + +After simple algebraic manipulations and exploiting the initial condition $u(x,0) = m(x)$, we then obtain + + + +\begin{equation} +\mathbf{u}^{(0)} = \mathbf{m} \\ +\mathbf{u}^{(i+1)} = \left( I + \Delta t\, K\right)^{-1} \mathbf{u}^{(i)}, +\end{equation} + + + +or equivalently + +\begin{equation} \mathbf{u}^{(i)} = \left( I + \Delta t\, K\right)^{-i} \mathbf{m}.\end{equation} + + +
+ +
+ +# Define some helper functions to Solve 1D heat equation forwards + +In the code below, the function `assembleMatrix` generates the finite difference matrix $\left( I + \Delta t\, K \right)$ and the function `solveFwd` evaluates the forward model + +\begin{equation} F\, \mathbf{m} = \left( I + \Delta t\, K\right)^{-n_t}\, \mathbf{m}. \end{equation} + +
+ + +```python +def plot(f, style, **kwargs): + x = np.linspace(0., L, nx+1) + f_plot = np.zeros_like(x) + f_plot[1:-1] = f + plt.plot(x,f_plot, style, **kwargs) + +def assembleMatrix(n): + diagonals = np.zeros((3, n)) # 3 diagonals + diagonals[0,:] = -1.0/h**2 + diagonals[1,:] = 2.0/h**2 + diagonals[2,:] = -1.0/h**2 + K = k*sp.spdiags(diagonals, [-1,0,1], n,n) + M = sp.spdiags(np.ones(n), 0, n,n) + + return M + dt*K + + +def solveFwd(m): + A = assembleMatrix(m.shape[0]) + u_old = m.copy() + for i in np.arange(nt): + u = la.spsolve(A, u_old) + u_old[:] = u + + return u +``` + +
+
+ +### A naive solution to the inverse problem + +If $\mathcal{F}$ is invertible a naive solution to the inverse problem $\mathcal{F} m = d$ is simply to set + +\begin{equation} m = \mathcal{F}^{-1} d. \end{equation} + + + +
+
+ +The function `naiveSolveInv` computes the solution of the discretized inverse problem $\mathbf{m} = F^{-1} \mathbf{d}$ as + +\begin{equation} \mathbf{m} = \left( I + \Delta t\,K\right)^{n_t} \mathbf{d}. \end{equation} + + + + +
+ + +```python +def naiveSolveInv(d): + A = assembleMatrix(d.shape[0]) + + p_i = d.copy() + for i in np.arange(nt): + p = A*p_i + p_i[:] = p + + return p +``` + + +```python +# Edit nx or noise_std_dev to see the impact on the naive solver + +nx = 20 # default 20 +noise_std_dev = 1e-4 # default + + +T = 1.0 +L = 1.0 +k = 0.005 + +nt = 100 + + +h = L/float(nx) +dt = T/float(nt) + +x = np.linspace(0.+h, L-h, nx-1) #place nx-1 equispace point in the interior of [0,L] interval +m_true = np.power(.5,-36)*np.power(x,20)*np.power(1. - x, 16) #smooth true initial condition +#m_true = 0.5 - np.abs(x-0.5) #initial condition with a corner +u_true = solveFwd(m_true) + +d = u_true + noise_std_dev*np.random.randn(u_true.shape[0]) + +m = naiveSolveInv(d) + +plot(u_true, "-b", label = 'u(T)') +plot(d, "og", label = 'd') +plt.legend() +plt.title('sample data to be used in Niave solver ') +plt.show() + + +plot(m_true, "-r", label = 'm_true') +plot(m, "-b", label = 'm') +plt.legend() +plt.title('Naive Solution coarse mesh') +plt.show() + +``` + + + +![png](PINNs_1DHeatEquation_nonML_files/PINNs_1DHeatEquation_nonML_16_0.png) + + + + + +![png](PINNs_1DHeatEquation_nonML_files/PINNs_1DHeatEquation_nonML_16_1.png) + + + +
+ +If you have played around with the code above you will see that: +- for a very coarse mesh (`nx = 20`) and no measurement noise (`noise_std_dev = 0.0`) the naive solution is quite good +- for a finer mesh (`nx = 100`) and/or even small measurement noise (`noise_std_dev = 0.0001`) the naive solution is very poor + +
+ +
+
+ +### Why does the naive solution fail? + +Let \begin{equation}v_n = \sqrt{\frac{2}{L}} \sin\left( n \, \frac{\pi}{L} x \right)\end{equation} + +with n=1,2,3, then we have that + +\begin{equation} \mathcal{F} v_n = \lambda_n v_n, \quad \text{where the eigenvalues } \lambda_n = e^{-kT\left(\frac{\pi}{L} n \right)^2}. \end{equation} + +**Note 1**: +- Large eigenvalues $\lambda_n$ corresponds to smooth eigenfunctions $v_n$; +- Small eigenvalues $\lambda_n$ corresponds to oscillatory eigenfuctions $v_n$. + +The figure below shows that the eigenvalues $\lambda_n$ decays extremely fast, that is the matrix $F$ (discretization of the forward model $\mathcal{F}$) is extremely ill conditioned. + +
+ + +```python +T = 1.0 +L = 1.0 +k = 0.005 + +i = np.arange(1,50) +lambdas = np.exp(-k*T*np.power(np.pi/L*i,2)) + +plt.semilogy(i, lambdas, 'ob') +plt.xlabel('i') +plt.ylabel('lambda_i') +plt.title('Eigen Value decay') +plt.show() +``` + + + +![png](PINNs_1DHeatEquation_nonML_files/PINNs_1DHeatEquation_nonML_19_0.png) + + + +
+
+ +**Note 2**: The functions $v_n$ ($n=1,2,3, \ldots$) form an orthonormal basis of $L^2([0,1]$). + +That is, every function $f \in L^2([0,1])$ can be written as + +\begin{equation} f = \sum_{n=1}^\infty \alpha_n v_n, \text{ where } \alpha_n = \int_0^1 f v_n dx.\end{equation} + +Consider now the noisy problem + +\begin{equation} d = \mathcal{F}m_{\rm true} + \eta, \end{equation} + +where +- $d$ is the data (noisy measurements) +- $\eta$ is the noise: $\eta(x) = \sum_{n=1}^\infty \eta_n v_n(x)$ +- $m_{\rm true}$ is the true value of the parameter that generated the data +- $\mathcal{F}$ is the forward heat equation + +Then, the naive solution to the inverse problem $\mathcal{F}m = d$ is + +\begin{equation} m = \mathcal{F}^{-1}d = \mathcal{F}^{-1}\left( \mathcal{F}m_{\rm true} + \eta \right) = m_{\rm true} + \mathcal{F}^{-1} \eta = m_{\rm true} + \mathcal{F}^{-1} \sum_{n=1}^{\infty} \eta_n v_n = m_{\rm true} + \sum_{n=1}^{\infty} \frac{\eta_n}{\lambda_n} v_n. \end{equation} + +If the coefficients $\eta_n = \int_0^1 \eta(x) \, v_n(x) \, dx$ do not decay sufficiently fast with respect to the eigenvalues $\lambda_n$, then the naive solution is unstable. + +This implies that oscillatory components can not reliably be reconstructed from noisy data since they correspond to small eigenvalues. + +This means we must take a different approach even to a relatively simple looking problem which may require filtering or computationally expensive calculations. This is with an even sample of data to use. So we might consider looking to PINNs + +
+ +
+ +## Next steps + +Now we've gone through a Naive manual approach to solving a simple 1D Heat equation we look at the benefits of using neural networks to solve more complex equations starting with the next notebook linked below: + +[1D Heat Equation PINN Example](PINNs_1DHeatEquationExample.ipynb) + +
+ + +```python + +``` + + +```python + +``` diff --git a/PINNs_1DHeatEquation_nonML_files/PINNs_1DHeatEquation_nonML_16_0.png b/PINNs_1DHeatEquation_nonML_files/PINNs_1DHeatEquation_nonML_16_0.png new file mode 100644 index 0000000000000000000000000000000000000000..86638003d7bf2c47ba6ea8e341e9f4210dba46b0 GIT binary patch literal 13333 zcmZ8|bzIYb*FKF%IY2se0*cZ#8igSssW7@zK(^7HA`A%ylukvEfq--~5fP-j28@vI zZhjxW_x*dG`?>$v3tpeS`*Y5@u5+FDBDFP@DQ`00#KXg*R8@h#z{A6L2R=7$kN{7# zUQ@3Ce509Mo`h$;`n$C!aClaa(eWL4~zA@$Fulu(avok|` zLyeb&xT1{ni4yUbPf(Ynx8x5|j0}RI*{7qsc9E}FQRrw+y? zk?mTazJD{IjS~h*PHjoFaDfw`3*T<7l|dI+Kr6RC2P{Rkt9>8ytcYxP2l-&PBxpWz zxeq>c*7zE^{}<$hHp)TEYY$Jw$>~AEqfl?#8#NM}fiW63lD@8{Jij^GDx|jD#@U1j zi3G>bd)?W2sMj1g7sItLek+beX+Z=u&JA`_vI(m`HvswQL#t5jOJLV`DEFJ*>2KS` zz`Ng%#%56MPo}M_-nJ)D{%vG7_=3Xng3bNJ=Fjb{n7P264FS#f!19iH>rCL?9F%TU zyKFE~k+cfb3>5be0W4);%J_)!Ju&Zo>P`4|;#CRCf7W@65+o_p8Wq}P|2noCBq9g1qZN0Ie+`fN|ErMZH~T1vGRgT{DcDdz*n@| 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+

Tutorial 2

+

Physics Informed Neural Networks Part 3

+

PINN Navier Stokes Example

+
+ +# Overview + +This notebook is based on two papers: *[Physics-Informed Neural Networks: A Deep LearningFramework for Solving Forward and Inverse ProblemsInvolving Nonlinear Partial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999118307125)* and *[Hidden Physics Models: Machine Learning of NonlinearPartial Differential Equations](https://www.sciencedirect.com/science/article/pii/S0021999117309014)* with the help of Fergus Shone and Michael Macraild. + +These tutorials will go through solving Partial Differential Equations using Physics Informed Neuaral Networks focusing on the Burgers Equation and a more complex example using the Navier Stokes Equation + +**This introduction section is replicated in all PINN tutorial notebooks (please skip if you've already been through)** + +
+If you have not already then in your repositoy directory please run the following code. Via the terminal (mac or linux) or gitbash (windows) + +```bash +git submodule init +git submodule update --init --recursive +``` +**If this does not work please clone the [PINNs](https://github.com/maziarraissi/PINNs) repository into your Physics_Informed_Neural_Networks folder** + +
+ +
+ +

Physics Informed Neural Networks

+ +For a typical Neural Network using algorithims like gradient descent to look for a hypothesis, data is the only guide, however if the data is noisy or sparse and we already have governing physical models we can use the knowledge we already know to optamize and inform the algoithms. This can be done via [feature enginnering]() or by adding a physicall inconsistency term to the loss function. + + + + + +## The very basics + +If you know nothing about neural networks there is a [toy neural network python code example](https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS/tree/main/ToyNeuralNetwork) included in the [LIFD ENV ML Notebooks Repository]( https://github.com/cemac/LIFD_ENV_ML_NOTEBOOKS). Creating a 2 layer neural network to illustrate the fundamentals of how Neural Networks work and the equivlent code using the python machine learning library [tensorflow](https://keras.io/). + + +## Recommended reading + +The in-depth theory behind neural networks will not be covered here as this tutorial is focusing on application of machine learning methods. If you wish to learn more here are some great starting points. + +* [All you need to know on Neural networks](https://towardsdatascience.com/nns-aynk-c34efe37f15a) +* [Introduction to Neural Networks](https://victorzhou.com/blog/intro-to-neural-networks/) +* [Physics Guided Neural Networks](https://towardsdatascience.com/physics-guided-neural-networks-pgnns-8fe9dbad9414) +* [Maziar Rassi's Physics informed GitHub web Page](https://maziarraissi.github.io/PINNs/) + +
+ + +
+ + +
+ +

Machine Learning Theory

+ + + + + +## Physics informed Neural Networks + +Neural networks work by using lots of data to calculate weights and biases from data alone to minimise the loss function enabling them to act as universal fuction approximators. However these loose their robustness when data is limited. However by using know physical laws or empirical validated relationships the solutions from neural networks can be sufficiently constrianed by disregardins no realistic solutions. + +A Physics Informed Nueral Network considers a parameterized and nonlinear partial differential equation in the genral form; + +\begin{align} +u_t + \mathcal{N}[u; \lambda] = 0, x \in \Omega, t \in [0,T],\\ +\end{align} + + +where $\mathcal{u(t,x)}$ denores the hidden solution, $\mathcal{N}$ is a nonlinear differential operator acting on $u$, $\mathcal{\lambda}$ and $\Omega$ is a subset of $\mathbb{R}^D$ (the perscribed data). This set up an encapuslate a wide range of problems such as diffusion processes, conservation laws, advection-diffusion-reaction systems, and kinetic equations and conservation laws. + +Here we will go though this for the 1D Heat equation and Navier stokes equations + + +
+ +
+ +

Python

+ + +## Tensorflow + +There are many machine learning python libraries available, [TensorFlow](https://www.tensorflow.org/) a is one such library. If you have GPUs on the machine you are using TensorFlow will automatically use them and run the code even faster! + +## Further Reading + +* [Running Jupyter Notebooks](https://jupyter.readthedocs.io/en/latest/running.html#running) +* [Tensorflow optimizers](https://www.tutorialspoint.com/tensorflow/tensorflow_optimizers.htm) + +
+ +
+ +
+ +

Requirements

+ +These notebooks should run with the following requirements satisfied + +

Python Packages:

+ +* Python 3 +* tensorflow > 2 +* numpy +* matplotlib +* scipy + +

Data Requirements

+ +This notebook referes to some data included in the git hub repositroy + +
+ + +**Contents:** + +1. [1D Heat Equation Non ML Example](PINNs_1DHeatEquations_nonML.ipynb) +2. [1D Heat Equation PINN Example](PINNs_1DEquationExample.ipynb) +3. **[Navier-Stokes PINNs discovery of PDE’s](PINNs_Navier_Stokes_example.ipynb)** +4. [Navier-Stokes PINNs Hidden Fluid Mechanics](PINNs_NavierStokes_HFM.ipynb) + + +
+ +
+Load in all required modules (includig some auxillary code) and turn off warnings. +
+ + +```python +# For readability: disable warnings +import warnings +warnings.filterwarnings('ignore') +``` + + +```python +import sys +sys.path.insert(0, 'PINNs/Utilities/') +import tensorflow as tf +import numpy as np +import matplotlib.pyplot as plt +import scipy.io +from scipy.interpolate import griddata +import time +from itertools import product, combinations +from mpl_toolkits.mplot3d import Axes3D +from mpl_toolkits.mplot3d.art3d import Poly3DCollection +from mpl_toolkits.axes_grid1 import make_axes_locatable +import matplotlib.gridspec as gridspec +from time import time +import scipy.sparse as sp +import scipy.sparse.linalg as la +``` + +
+
+ +

Navier-Stokes inverse data driven discovery of PDE’s

+ +Navier-Stokes equations describe the physics of many phenomena of scientific and engineering interest. They may be used to model the weather, ocean currents, water flow in a pipe and air flow around a wing. The Navier-Stokes equations in their full and simplified forms help with the design of aircraft and cars, the study of blood flow, the design of power stations, the analysis of the dispersion of pollutants, and many other applications. Let us consider the Navier-Stokes equations in two dimensions (2D) given explicitly by + +\begin{equation} +u_t + \lambda_1 (u u_x + v u_y) = -p_x + \lambda_2(u_{xx} + u_{yy}),\\ +v_t + \lambda_1 (u v_x + v v_y) = -p_y + \lambda_2(v_{xx} + v_{yy}), +\end{equation} + +where $u(t, x, y)$ denotes the $x$-component of the velocity field, $v(t, x, y)$ the $y$-component, and $p(t, x, y)$ the pressure. Here, $\lambda = (\lambda_1, \lambda_2)$ are the unknown parameters. Solutions to the Navier-Stokes equations are searched in the set of divergence-free functions; i.e., + +\begin{equation} +u_x + v_y = 0. +\end{equation} + +This extra equation is the continuity equation for incompressible fluids that describes the conservation of mass of the fluid. We make the assumption that + +\begin{equation} +u = \psi_y,\ \ \ v = -\psi_x, +\end{equation} +
+ +
+ + +for some latent function $\psi(t,x,y)$. Under this assumption, the continuity equation will be automatically satisfied. Given noisy measurements + +\begin{equation} +\{t^i, x^i, y^i, u^i, v^i\}_{i=1}^{N} +\end{equation} + +of the velocity field, we are interested in learning the parameters $\lambda$ as well as the pressure $p(t,x,y)$. We define $f(t,x,y)$ and $g(t,x,y)$ to be given by + +\begin{equation} +\begin{array}{c} +f := u_t + \lambda_1 (u u_x + v u_y) + p_x - \lambda_2(u_{xx} + u_{yy}),\\ +g := v_t + \lambda_1 (u v_x + v v_y) + p_y - \lambda_2(v_{xx} + v_{yy}), +\end{array} +\end{equation} + +and proceed by jointly approximating + +\begin{equation} +\begin{bmatrix} +\psi(t,x,y) & p(t,x,y) +\end{bmatrix} +\end{equation} + +using a single neural network with two outputs. This prior assumption results into a [physics informed neural network](https://arxiv.org/abs/1711.10566) + +\begin{equation} +\begin{bmatrix} +f(t,x,y) & g(t,x,y) +\end{bmatrix}. +\end{equation} + +The parameters $\lambda$ of the Navier-Stokes operator as well as the parameters of the neural networks + +\begin{equation} +\begin{bmatrix} +\psi(t,x,y) & p(t,x,y) +\end{bmatrix} +\end{equation} +and + +\begin{equation} +\begin{bmatrix} +f(t,x,y) & g(t,x,y) +\end{bmatrix} +\end{equation} + +can be trained by minimizing the mean squared error loss$ + +\begin{equation} +\begin{array}{rl} +MSE :=& \frac{1}{N}\sum_{i=1}^{N} \left(|u(t^i,x^i,y^i) - u^i|^2 + |v(t^i,x^i,y^i) - v^i|^2\right) \\ + +& \frac{1}{N}\sum_{i=1}^{N} \left(|f(t^i,x^i,y^i)|^2 + |g(t^i,x^i,y^i)|^2\right). +\end{array} +\end{equation} + +
+ + +```python +def xavier_init( size): + in_dim = size[0] + out_dim = size[1] + xavier_stddev = np.sqrt(2/(in_dim + out_dim)) + return tf.Variable(tf.random.truncated_normal([in_dim, out_dim], stddev=xavier_stddev), dtype=tf.float32) + +``` + + +```python +def initialize_NN( layers): + weights = [] + biases = [] + num_layers = len(layers) + for l in range(0,num_layers-1): + W = xavier_init(size=[layers[l], layers[l+1]]) + b = tf.Variable(tf.zeros([1,layers[l+1]], dtype=tf.float32), dtype=tf.float32) + weights.append(W) + biases.append(b) + return weights, biases + +``` + +
+ +# Initalise the neural network + +`init` is called passing in the training data `x_train`, `y_train`, `t_train`, `u_train` and `v_train` with information about the neural network layers + +# Extract vars + +`init` reformats some of the data and outputs model features that we need to pass into the training function `train` + +
+ +
+ +# Advanced + + +Once you have run through the notebook once you may wish to alter the optamizer used in the `init()` function to see the large effect optamizer choice may have. + +We've highlighted in the comments a number of possible optamizers to use from the [tf.compat.v1.train](https://www.tensorflow.org/api_docs/python/tf/compat/v1/train) module. +*This method was chosen to limit tensorflow version modifications required from the original source code* + +You can learn more about different optamizers [here](https://towardsdatascience.com/optimizers-for-training-neural-network-59450d71caf6) + +
+ +# init + + +```python +def init(x, y, t, u, v, layers): + # This line of code is required to prevent some tensorflow errors arrising from the + # inclusion of some tensorflw v 1 code + tf.compat.v1.disable_eager_execution() + X = np.concatenate([x, y, t], 1) + # lb and ub denote lower and upper bounds on the inputs to the network + # these bounds are used to normalise the network variables + lb = X.min(0) + ub = X.max(0) + + X = X + + x = X[:,0:1] + y = X[:,1:2] + t = X[:,2:3] + + u = u + v = v + + layers = layers + + # Initialize NN + weights, biases = initialize_NN(layers) + + # Initialize parameters + lambda_1 = tf.Variable([0.0], dtype=tf.float32) + lambda_2 = tf.Variable([0.0], dtype=tf.float32) + + + + # tf placeholders and graph + ## This converts the data into a Tensorflow format + sess = tf.compat.v1.Session(config=tf.compat.v1.ConfigProto(allow_soft_placement=True, + log_device_placement=True)) + + x_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, x.shape[1]]) + y_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, y.shape[1]]) + t_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, t.shape[1]]) + + u_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, u.shape[1]]) + v_tf = tf.compat.v1.placeholder(tf.float32, shape=[None, v.shape[1]]) + u_pred, v_pred, p_pred, f_u_pred, f_v_pred = net_NS(x_tf, y_tf, t_tf,lambda_1, lambda_2, weights, biases,lb, ub) + + loss = tf.reduce_sum(tf.square(u_tf - u_pred)) + \ + tf.reduce_sum(tf.square(v_tf - v_pred)) + \ + tf.reduce_sum(tf.square(f_u_pred)) + \ + tf.reduce_sum(tf.square(f_v_pred)) + + + ############################################################################################## + # # + ## the optimizer is something that can be tuned to different requirements # + ## we have not investigated using different optimizers, the orignal code uses L-BFGS-B which # + ## is not tensorflow 2 compatible # + # # + # SELECT OPTAMIZER BY UNCOMMENTING OUT one of the below lines AND RERUNNING CODE # + # You can alsoe edit the learning rate to see the effect of that # + # # + ############################################################################################## + + learning_rate = 0.001 + optimizer = tf.compat.v1.train.MomentumOptimizer(learning_rate, 0.9) + # optimizer = tf.compat.v1.train.AdagradOptimizer(learning_rate) # 8 % + # optimizer = tf.compat.v1.train.ProximalGradientDescentOptimizer(learning_rate) + # optimizer = tf.compat.v1.train.GradientDescentOptimizer(learning_rate) + # optimizer = tf.compat.v1.train.AdadeltaOptimizer(learning_rate) # yeilds poor results + # ptimizer = tf.compat.v1.train.FtrlOptimizer(learning_rate) + # optimizer = tf.compat.v1.train.AdamOptimizer(learning_rate) + + # LEAVE THESE OPIMISERS ALONE + optimizer_Adam = tf.compat.v1.train.AdamOptimizer() + train_op_Adam = optimizer_Adam.minimize(loss) + + init = tf.compat.v1.global_variables_initializer() + sess.run(init) + xvars=[X,lb,ub,x,y,t,u,v] + NNvars=[layers, weights, biases, lambda_1, lambda_2] + tfvars=[sess, x_tf,y_tf, t_tf ,u_tf,v_tf] + preds=[u_pred,v_pred, p_pred, f_u_pred, f_v_pred] + optvars=[loss, optimizer,optimizer_Adam,train_op_Adam] + return xvars,NNvars,tfvars,preds,optvars +``` + +
+ +`neural_net()` constructs the network Y where X is a matrix containing the input and output coordinates, i.e. x,t,u and X is normalised so that all values lie between -1 and 1, this improves training + +`net_NS()` is where the PDE is encoded: + +
+ + +```python +def neural_net( X, weights, biases,lb, ub): + + num_layers = len(weights) + 1 + + H = 2.0*(X - lb)/(ub - lb) - 1.0 + for l in range(0,num_layers-2): + W = weights[l] + b = biases[l] + H = tf.tanh(tf.add(tf.matmul(H, W), b)) + W = weights[-1] + b = biases[-1] + Y = tf.add(tf.matmul(H, W), b) + return Y + + + +``` + + +```python +def net_NS( x, y, t,lambda_1, lambda_2, weights, biases,lb,ub): + + psi_and_p = neural_net(tf.concat([x,y,t], 1), weights, biases, lb,ub) + psi = psi_and_p[:,0:1] + p = psi_and_p[:,1:2] + + u = tf.gradients(psi, y)[0] + v = -tf.gradients(psi, x)[0] + + u_t = tf.gradients(u, t)[0] + u_x = tf.gradients(u, x)[0] + u_y = tf.gradients(u, y)[0] + u_xx = tf.gradients(u_x, x)[0] + u_yy = tf.gradients(u_y, y)[0] + + v_t = tf.gradients(v, t)[0] + v_x = tf.gradients(v, x)[0] + v_y = tf.gradients(v, y)[0] + v_xx = tf.gradients(v_x, x)[0] + v_yy = tf.gradients(v_y, y)[0] + + p_x = tf.gradients(p, x)[0] + p_y = tf.gradients(p, y)[0] + + f_u = u_t + lambda_1*(u*u_x + v*u_y) + p_x - lambda_2*(u_xx + u_yy) + f_v = v_t + lambda_1*(u*v_x + v*v_y) + p_y - lambda_2*(v_xx + v_yy) + + return u, v, p, f_u, f_v + +``` + +
+ +# Load data and set input parameters + +
+ + +
+ +Once you have run through the notebook once you may wish to alter any the following + +- number of data training points `N_train` +- number of layers in the network `layers` +- number of neurons per layer `layers` + +to see the impact on the results + +
+ + +```python +N_train = 5000 +# structure of network: +# 8 fully connected layers with 20 nodes per layer +layers = [3, 20, 20, 20, 20, 20, 20, 20, 20, 2] +``` + + +```python +# Load Data +data = scipy.io.loadmat('PINNs/main/Data/cylinder_nektar_wake.mat') + +U_star = data['U_star'] # N x 2 x T +P_star = data['p_star'] # N x T +t_star = data['t'] # T x 1 +X_star = data['X_star'] # N x 2 + +N = X_star.shape[0] +T = t_star.shape[0] + +# Rearrange Data +XX = np.tile(X_star[:,0:1], (1,T)) # N x T +YY = np.tile(X_star[:,1:2], (1,T)) # N x T +TT = np.tile(t_star, (1,N)).T # N x T + +UU = U_star[:,0,:] # N x T +VV = U_star[:,1,:] # N x T +PP = P_star # N x T + +x = XX.flatten()[:,None] # NT x 1 +y = YY.flatten()[:,None] # NT x 1 +t = TT.flatten()[:,None] # NT x 1 + +u = UU.flatten()[:,None] # NT x 1 +v = VV.flatten()[:,None] # NT x 1 +p = PP.flatten()[:,None] # NT x 1 + +###################################################################### +######################## Noiseles Data ############################### +###################################################################### +# Training Data +## We downsample the boundary data to leave N_train randomly distributed points +## This makes the training more difficult - +## if we used all the points then there is not much for the network to do! +idx = np.random.choice(N*T, N_train, replace=False) +x_train = x[idx,:] +y_train = y[idx,:] +t_train = t[idx,:] +u_train = u[idx,:] +v_train = v[idx,:] +``` + +
+ +If this fails you may need to restarted the notebook with a flag: +```bash + + +jupyter notebook --NotebookApp.iopub_data_rate_limit=1.0e10 + +``` +
+ +
+ +# Initalise the nerual network + +`init` is called passing in the training data `x_train`, `y_train`, `u_train` and `v_train` with information about the neural network layers. The bound information `lb` `ub` is included in the `init()` function + +# Extract vars + +`init` reformats some of the data and outputs model features that we need to pass into the training function `train` + +
+ + +```python +xvars, NNvars, tfvars, preds, optvars = init(x_train, y_train, t_train, u_train, v_train, layers) +X, lb, ub, x, y, t, u, v = xvars +layers, weights, biases, lambda_1, lambda_2 = NNvars +sess, x_tf,y_tf, t_tf ,u_tf,v_tf = tfvars +u_pred,v_pred, p_pred, f_u_pred, f_v_pred = preds +loss, optimizer, optimizer_Adam, train_op_Adam = optvars +``` + + +```python +def train(sess, nIter,x_tf, y_tf, t_tf,u_tf, v_tf,x, y, t,u, v, loss, train_op_Adam, optimizer): + tf_dict = {x_tf: x, y_tf: y, t_tf: t, + u_tf: u, v_tf: v} + + start_time = time() + for it in range(nIter): + sess.run(train_op_Adam, tf_dict) + + # Print + if it % 50 == 0: + elapsed = time() - start_time + loss_value = sess.run(loss, tf_dict) + lambda_1_value = sess.run(lambda_1) + lambda_2_value = sess.run(lambda_2) + print('It: %d, Loss: %.3e, l1: %.3f, l2: %.5f, Time: %.2f' % + (it, loss_value, lambda_1_value, lambda_2_value, elapsed)) + start_time = time() + + return optimizer.minimize(loss) + +``` + + +```python +def predict( x_star, y_star, t_star, u_pred, v_pred, p_pred): + + tf_dict = {x_tf: x_star, y_tf: y_star, t_tf: t_star} + + u_star = sess.run(u_pred, tf_dict) + v_star = sess.run(v_pred, tf_dict) + p_star = sess.run(p_pred, tf_dict) + + return u_star, v_star, p_star + +def plot_solution(X_star, u_star, index): + + lb = X_star.min(0) + ub = X_star.max(0) + nn = 200 + x = np.linspace(lb[0], ub[0], nn) + y = np.linspace(lb[1], ub[1], nn) + X, Y = np.meshgrid(x,y) + + U_star = griddata(X_star, u_star.flatten(), (X, Y), method='cubic') + + plt.figure(index) + plt.pcolor(X,Y,U_star, cmap = 'jet') + plt.colorbar() + + +def axisEqual3D(ax): + extents = np.array([getattr(ax, 'get_{}lim'.format(dim))() for dim in 'xyz']) + sz = extents[:,1] - extents[:,0] + centers = np.mean(extents, axis=1) + maxsize = max(abs(sz)) + r = maxsize/4 + for ctr, dim in zip(centers, 'xyz'): + getattr(ax, 'set_{}lim'.format(dim))(ctr - r, ctr + r) + + +``` + + +```python +# set random seeds +np.random.seed(1234) +tf.random.set_seed(1234) + +``` + +
+ +**Training might take a long time depending on value of Train_iterations** + +If you set Train_iterations too low the end results will be garbage. 20000 was used to achieve excellent results in the original papers but this value is too high to run on a laptop. + +* If you are using a machine with GPUs please set `Train_iterations=20000` to achieve the best results +* If you are using a well spec'ed laptop/computer and can leave this setting `Train_iterations=10000` should suffice (may take a while) +* If you are using a low spec'ed laptop/computer or cannont leave the code running `Train_interations=5000` is the reccomended values (high errors will remain) + +
+ + +```python +# Training +Train_iterations = 20000 +``` + + +```python +train(sess, Train_iterations,x_tf, y_tf, t_tf, u_tf, v_tf,x, y, t,u_train, v_train, loss, train_op_Adam, optimizer_Adam) +``` + +
+ +# Use trained model to predict from data sample + +`predict` will predict `u`, `v` and `p` using the trained model + +
+ + +```python +# Test Data +snap = np.array([100]) +x_star = X_star[:,0:1] +y_star = X_star[:,1:2] +t_star = TT[:,snap] + +u_star = U_star[:,0,snap] +v_star = U_star[:,1,snap] +p_star = P_star[:,snap] + +# Prediction +u_pred,v_pred, p_pred, f_u_pred, f_v_pred=preds +u_pred, v_pred, p_pred = predict(x_star, y_star, t_star, u_pred, v_pred, p_pred) +lambda_1_value = sess.run(lambda_1) +lambda_2_value = sess.run(lambda_2) +``` + +
+ +# Calculate Errors + +if you have set the number of training iterations large enough the errors should be small. + +
+ + +```python +# Error +error_u = np.linalg.norm(u_star-u_pred,2)/np.linalg.norm(u_star,2) +error_v = np.linalg.norm(v_star-v_pred,2)/np.linalg.norm(v_star,2) +error_p = np.linalg.norm(p_star-p_pred,2)/np.linalg.norm(p_star,2) + +error_lambda_1 = np.abs(lambda_1_value - 1.0)*100 +error_lambda_2 = np.abs(lambda_2_value - 0.01)/0.01 * 100 +``` + + +```python +print('Error u: %e' % (error_u)) +print('Error v: %e' % (error_v)) +print('Error p: %e' % (error_p)) +print('Error l1: %.5f%%' % (error_lambda_1)) +print('Error l2: %.5f%%' % (error_lambda_2)) +``` + + +```python +# Predict for plotting +lb = X_star.min(0) +ub = X_star.max(0) +nn = 200 +x = np.linspace(lb[0], ub[0], nn) +y = np.linspace(lb[1], ub[1], nn) +X, Y = np.meshgrid(x,y) + +UU_star = griddata(X_star, u_pred.flatten(), (X, Y), method='cubic') +VV_star = griddata(X_star, v_pred.flatten(), (X, Y), method='cubic') +PP_star = griddata(X_star, p_pred.flatten(), (X, Y), method='cubic') +P_exact = griddata(X_star, p_star.flatten(), (X, Y), method='cubic') +``` + +
+ +# Using Noisy Data + +We're now going to repeat the previous steps but include some noise in our data to see the effect of that on our results + +
+ + +```python +###################################################################### +########################### Noisy Data ############################### +###################################################################### +noise = 0.01 +u_train = u_train + noise*np.std(u_train)*np.random.randn(u_train.shape[0], u_train.shape[1]) +v_train = v_train + noise*np.std(v_train)*np.random.randn(v_train.shape[0], v_train.shape[1]) + +``` + + +```python +xvars, NNvars, tfvars, preds, optvars = init(x_train, y_train, t_train, u_train, v_train, layers) +X, lb, ub, x, y, t, u, v = xvars +layers, weights, biases, lambda_1, lambda_2 = NNvars +sess, x_tf, y_tf, t_tf ,u_tf,v_tf = tfvars +u_pred, v_pred, p_pred, f_u_pred, f_v_pred = preds +loss, optimizer, optimizer_Adam, train_op_Adam = optvars +``` + +
+ +**Training might take a while depending on value of Train_iterations** + +If you set Train_iterations too low the end results will be garbage. 20000 was used to achieve excellent results. + +* If you are using a machine with [GPUs](https://towardsdatascience.com/what-is-a-gpu-and-do-you-need-one-in-deep-learning-718b9597aa0d) please set `Train_iterations` to 20000 and this will run in a few mins +* If you are using a well spec'ed laptop/computer then setting `Train_iterations=10000` but it will take a little while +* If you are using a low spec'ed laptop/computer or cannont leave the code running `Train_iterations=5000` is the reccomended value (this solution may not be accurate) + +
+ + +```python +# Training +train(sess, 20000, x_tf, y_tf, t_tf, u_tf, v_tf, x, y, t, u_train, v_train, loss, train_op_Adam, optimizer_Adam) +``` + + +```python +lambda_1_value_noisy = sess.run(lambda_1) +lambda_2_value_noisy = sess.run(lambda_2) + +error_lambda_1_noisy = np.abs(lambda_1_value_noisy - 1.0)*100 +error_lambda_2_noisy = np.abs(lambda_2_value_noisy - 0.01)/0.01 * 100 + +print('Error l1: %.5f%%' % (error_lambda_1_noisy)) +print('Error l2: %.5f%%' % (error_lambda_2_noisy)) +``` + + +```python +###################################################################### +############################# Plotting ############################### +###################################################################### +# Load Data +data_vort = scipy.io.loadmat('PINNs/main/Data/cylinder_nektar_t0_vorticity.mat') + +x_vort = data_vort['x'] +y_vort = data_vort['y'] +w_vort = data_vort['w'] +modes = np.asscalar(data_vort['modes']) +nel = np.asscalar(data_vort['nel']) + +xx_vort = np.reshape(x_vort, (modes+1,modes+1,nel), order = 'F') +yy_vort = np.reshape(y_vort, (modes+1,modes+1,nel), order = 'F') +ww_vort = np.reshape(w_vort, (modes+1,modes+1,nel), order = 'F') + +box_lb = np.array([1.0, -2.0]) +box_ub = np.array([8.0, 2.0]) + +fig, ax = plt.subplots() +ax.axis('off') +plt.figure(figsize=(16, 8)) +####### Row 0: Vorticity ################## +gs0 = gridspec.GridSpec(1, 2) +gs0.update(top=1-0.06, bottom=1-2/4 + 0.12, left=0.0, right=1.0, wspace=0) +ax = plt.subplot(gs0[:, :]) + +for i in range(0, nel): + h = ax.pcolormesh(xx_vort[:,:,i], yy_vort[:,:,i], ww_vort[:,:,i], cmap='seismic',shading='gouraud', vmin=-3, vmax=3) +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) +fig.colorbar(h, cax=cax) + +ax.plot([box_lb[0],box_lb[0]],[box_lb[1],box_ub[1]],'k',linewidth = 1) +ax.plot([box_ub[0],box_ub[0]],[box_lb[1],box_ub[1]],'k',linewidth = 1) +ax.plot([box_lb[0],box_ub[0]],[box_lb[1],box_lb[1]],'k',linewidth = 1) +ax.plot([box_lb[0],box_ub[0]],[box_ub[1],box_ub[1]],'k',linewidth = 1) + +ax.set_aspect('equal', 'box') +ax.set_xlabel('$x$') +ax.set_ylabel('$y$') +ax.set_title('Vorticity', fontsize = 10) +plt.tight_layout() +``` + + +```python +####### Row 1: Training data ################## +######## u(t,x,y) ################### +plt.figure(figsize=(20, 8)) +gs1 = gridspec.GridSpec(1, 2) +gs1.update(top=1-2/4, bottom=0.0, left=0.01, right=0.99, wspace=0) +ax = plt.subplot(gs1[:, 0], projection='3d') +ax.axis('off') + +r1 = [x_star.min(), x_star.max()] +r2 = [data['t'].min(), data['t'].max()] +r3 = [y_star.min(), y_star.max()] + +for s, e in combinations(np.array(list(product(r1,r2,r3))), 2): + if np.sum(np.abs(s-e)) == r1[1]-r1[0] or np.sum(np.abs(s-e)) == r2[1]-r2[0] or np.sum(np.abs(s-e)) == r3[1]-r3[0]: + ax.plot3D(*zip(s,e), color="k", linewidth = 0.5) + +ax.scatter(x_train, t_train, y_train, s = 0.1) +# Predict for plotting +lb = X_star.min(0) +ub = X_star.max(0) +nn = 200 +x = np.linspace(lb[0], ub[0], nn) +y = np.linspace(lb[1], ub[1], nn) +X, Y = np.meshgrid(x,y) +ax.contourf(X,UU_star,Y, zdir = 'y', offset = t_star.mean(), cmap='rainbow', alpha = 0.8) + +ax.text(x_star.mean(), data['t'].min() - 1, y_star.min() - 1, '$x$') +ax.text(x_star.max()+1, data['t'].mean(), y_star.min() - 1, '$t$') +ax.text(x_star.min()-1, data['t'].min() - 0.5, y_star.mean(), '$y$') +ax.text(x_star.min()-3, data['t'].mean(), y_star.max() + 1, '$u(t,x,y)$') +ax.set_xlim3d(r1) +ax.set_ylim3d(r2) +ax.set_zlim3d(r3) +axisEqual3D(ax) + +######## v(t,x,y) ################### +ax = plt.subplot(gs1[:, 1], projection='3d') +ax.axis('off') + +r1 = [x_star.min(), x_star.max()] +r2 = [data['t'].min(), data['t'].max()] +r3 = [y_star.min(), y_star.max()] + +for s, e in combinations(np.array(list(product(r1,r2,r3))), 2): + if np.sum(np.abs(s-e)) == r1[1]-r1[0] or np.sum(np.abs(s-e)) == r2[1]-r2[0] or np.sum(np.abs(s-e)) == r3[1]-r3[0]: + ax.plot3D(*zip(s,e), color="k", linewidth = 0.5) + +ax.scatter(x_train, t_train, y_train, s = 0.1) +ax.contourf(X,VV_star,Y, zdir = 'y', offset = t_star.mean(), cmap='rainbow', alpha = 0.8) + +ax.text(x_star.mean(), data['t'].min() - 1, y_star.min() - 1, '$x$') +ax.text(x_star.max()+1, data['t'].mean(), y_star.min() - 1, '$t$') +ax.text(x_star.min()-1, data['t'].min() - 0.5, y_star.mean(), '$y$') +ax.text(x_star.min()-3, data['t'].mean(), y_star.max() + 1, '$v(t,x,y)$') +ax.set_xlim3d(r1) +ax.set_ylim3d(r2) +ax.set_zlim3d(r3) +axisEqual3D(ax) + + +``` + + +```python +fig, ax = plt.subplots() +plt.figure(figsize=(20, 8)) +ax.axis('off') + +######## Row 2: Pressure ####################### +######## Predicted p(t,x,y) ########### +gs2 = gridspec.GridSpec(1, 2) +gs2.update(top=1, bottom=1-1/2, left=0.1, right=0.9, wspace=0.5) +ax = plt.subplot(gs2[:, 0]) +h = ax.imshow(PP_star, interpolation='nearest', cmap='rainbow', + extent=[x_star.min(), x_star.max(), y_star.min(), y_star.max()], + origin='lower', aspect='auto') +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) + +fig.colorbar(h, cax=cax) +ax.set_xlabel('$x$') +ax.set_ylabel('$y$') +ax.set_aspect('equal', 'box') +ax.set_title('Predicted pressure', fontsize = 10) + +######## Exact p(t,x,y) ########### +ax = plt.subplot(gs2[:, 1]) +h = ax.imshow(P_exact, interpolation='nearest', cmap='rainbow', + extent=[x_star.min(), x_star.max(), y_star.min(), y_star.max()], + origin='lower', aspect='auto') +divider = make_axes_locatable(ax) +cax = divider.append_axes("right", size="5%", pad=0.05) + +fig.colorbar(h, cax=cax) +ax.set_xlabel('$x$') +ax.set_ylabel('$y$') +ax.set_aspect('equal', 'box') +ax.set_title('Exact pressure', fontsize = 12) +``` + +
+ +Predicted versus exact instantaneous pressure field at a representative time instant. By definition, the pressure can be recovered up to a constant, hence justifying the different magnitude between the two plots. This remarkable qualitative agreement highlights the ability of physics-informed neural networks to identify the entire pressure field, despite the fact that no data on the pressure are used during model training. + +**NB** train must be set to approx 10000 to achieve the desired results. +
+ + +```python +######## Row 3: Table ####################### +gs3 = gridspec.GridSpec(1, 2) +gs3.update(top=1-1/2, bottom=0.0, left=0.0, right=1.0, wspace=0) +ax = plt.subplot(gs3[:, :]) +ax.axis('off') +plt.rc('text', usetex=False) +s='' +s = s + "Correct PDE \n " +s = s + "$u_t + (u u_x + v u_y) = -p_x + 0.01 (u_{xx} + u_{yy})$" +s = s + "\n" +s = s + "$v_t + (u v_x + v v_y) = -p_y + 0.01 (v_{xx} + v_{yy})$" +s = s + "\n \n \n" +s = s + r'Identified PDE (clean data) ' +s = s + "\n" +s = s + '$u_t + %.3f (u u_x + v u_y) = -p_x + %.5f (u_{xx} + u_{yy})$' % (lambda_1_value, lambda_2_value) +s = s + "\n" +s = s + '$v_t + %.3f (u v_x + v v_y) = -p_y + %.5f (v_{xx} + v_{yy})$' % (lambda_1_value, lambda_2_value) +s = s + "\n\n \n" + +s = s + r'Identified PDE (1% noise) & ' +s = s + "\n" +s = s + '$u_t + %.3f (u u_x + v u_y) = -p_x + %.5f (u_{xx} + u_{yy})$' % (lambda_1_value_noisy, lambda_2_value_noisy) +s = s + "\n" +s = s + '$v_t + %.3f (u v_x + v v_y) = -p_y + %.5f (v_{xx} + v_{yy})$' % (lambda_1_value_noisy, lambda_2_value_noisy) +s = s + "\n" + +plt.rc('font',family='serif') + +plt.rc('font',size=16) +ax.text(0,0,s,fontsize=18) + +# savefig('./figures/NavierStokes_prediction') +``` + +
+ +if you have not been able to run enough training iterations the figures produced running 10000 iterations can be found: + +* [Solution with network trained over 10000 iterations](figures/PINNS_NS_10000_PDE.png) +* [Figure comparing predicted vs exact with network trained over 10000 iterations](figures/PINNS_NS_10000_predict_vs_exact.png) + +**Further Work** + +Congratulations, you have now trained your another physics-informed neural network! + +This network contains a number of hyper-parameters that could be tuned to give better results. Various hyper-parameters include: +- number of data training points `N_train` +- number of `layers` in the network +- number of neurons per layer +- optimisation + +It is also possible to use different sampling techniques for training data points. We randomly select $N_u$ data points, but alternative methods could be choosing only boundary points or choosing more points near the $t=0$ boundary. + +return [here](#init) to alter optimization method used + +
+ +
+ +
+ +## Next steps + +Now we've demonstrated using PINNs for more complex equations we can take a breif look at Hidden Fluid Mechanics (*this final notebook is beyond the scope of these tutorials but provided to give a breif example of the methodology*) + +[Navier-Stokes PINNs Hidden Fluid Mechanics](PINNs_NavierStokes_HFM.ipynb) +
+ + +```python + +``` diff --git a/README.md b/README.md index b569144..47a4290 100644 --- a/README.md +++ b/README.md @@ -14,11 +14,11 @@ If you are unfamiliar with some of the concept covered in this tutorial it's rec ## Quick look -If you want a quick look at the contents inside the notebook before deciding to run it please view the pds genrated (*note some html code note rendered*) +If you want a quick look at the contents inside the notebook before deciding to run it please view the md files genrated (*note some html code not fully rendered*) -* [PNNs_1DHeatEquationExample_nonML](PNNs_1DHeatEquation_nonML.pdf) -* [PNNs_1DHeatEquationExample](PNNs_1DHeatEquationExample.pdf) -* [PNNs_NavierStokesEquationExample_nonML](PNNs_NavierStokesEquationExample.pdf) +* [PNNs_1DHeatEquationExample_nonML](PNNs_1DHeatEquation_nonML.md) +* [PNNs_1DHeatEquationExample](PNNs_1DHeatEquationExample.md) +* [PNNs_NavierStokesEquationExample_nonML](PNNs_NavierStokesEquationExample.md) ## Installation and Requirements