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batch-size

Here are 17 public repositories matching this topic...

ducha-aiki / caffenet-benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

benchmark caffe architecture dataset imagenet convolutional-networks convolutional-neural-networks activations relu batch-size caffenet lr-policy

Updated Jul 30, 2017
Jupyter Notebook

andreped / GradientAccumulator

🎯 Accumulated Gradients for TensorFlow 2

deep-learning tensorflow gpu keras tf2 hacktoberfest multi-gpu distributed-training float16 tpu batch-size mixed-precision gradient-accumulation tensorflow2 huggingface adaptive-gradient-clipping accumulated-gradients memory-constraints accumulated-batch-normalization

Updated Feb 11, 2024
Python

junqiangchen / Unet_3d

Unet_3d,Segment

tensorflow batch-size unet-3d

Updated Dec 23, 2019
Python

Billy1900 / GNN-Learning-and-Integration

Awesome GNN Learning For beginners

machine-learning pytorch batch-size graph-neural-networks graph-convolution gnn gnn-learning

Updated Oct 18, 2021

T3p / adaptive-batch-size

Experiments on adaptive policy gradient

reinforcement-learning policy-gradient batch-size

Updated Dec 1, 2017
Python

ChenLiu-1996 / SimulateBiggerBatchSize

We provide a simple code snippet on how to simulate a bigger batch size when it is not directly achievable by your GPU.

python deep-learning pytorch batch deep-learning-tutorial pytorch-tutorial batch-size

Updated Oct 22, 2023
Python

shishishi123 / CS5824-final-project

Reproduction of the "Don't Decay the Learning Rate, Increase the Batch Size" conference paper.

pytorch gpu-computing learning-rate batch-size

Updated Jan 20, 2020
Python

Dewalade1 / computer-pointer-controller

This project is an app that lets the user control the mouse pointer of their computer using their eye gaze. The app uses multiple pre-trained computer vision models from the openvino model zoo in a structured pipeline to detect the user's eye gaze and move the mouse pointer in the right distance and direction.

computer-vision mouse-pointer detect-faces batch-size video-frame inference-pipeline inference-times landmark-model async-inference openvino-model-zoo inference-stats

Updated Apr 24, 2023
Python

ancestor-mithril / bs-scheduler

A Batch Size Scheduler library compatible with PyTorch DataLoaders.

scheduler pytorch dataloaders batch-size

Updated Nov 5, 2024
Python

daniel-rychlewski / cnn-planesnet

Compressed CNNs for airplane classification in satellite images (APoZ-based parameter pruning, INT8 weight quantization)

Updated Jun 10, 2020
Python

Hasnat-Aarif-Aslam / How-to-Improve-the-Performance-of-a-Neural-Network

This pdf shows some methods to fine tune the hyperparameters of a Neural Network to increase it's performance. It also puts light on some of the common problems related to Neural Networks along with their solutions.

neural-network neurons hyperparameter-tuning epoch fine-tuning batch-size vanishing-gradient exploding-gradient hidden-layers-

Updated Aug 22, 2024
Jupyter Notebook

AlexBarbera / KerasBatchSizeAnnealing

Keras helper class for adaptative batch size annealing.

keras annealing batch-size keras-implementations

Updated Feb 6, 2019
Python

Ninad077 / Deep_Learning-Convolutional_Neural_Networks_CNN

Content: Structure of CNN, Convolutional layer, Pooling layer, Fully connected layer, Dense layer, output, Image classification, Creating, compiling and training the model on epochs, testing the model on gradio

metrics image-classification pooling-layers epoch fully-connected-network batch-size dense-layers output-layer cnn-structure convolutional-layer creating-compiling-and-training-the-model

Updated Apr 30, 2024
Jupyter Notebook

mtumilowicz / hibernate-batch-size

Short introduction to BatchSize (hibernate annotation).

batch lazy-loading batch-size

Updated Oct 5, 2018
Java

diegorobledom / Torch_TorchVision_Notebook

Cómo cambia la exactitud de un modelo, al usar diferentes capas de convolución y modificar el número de épocas y baches

python neural-network models torch pytorch dataset convolution convolutional-neural-networks batch-size torchvision

Updated Jun 15, 2023
Jupyter Notebook

alaaelkhashap / Network-Intrusion-Detection-Systems-

Network-Intrusion-Detection

visualization python machine-learning deep-learning neural-network layers enhancement network-intrusion-detection mlp-classifier batch-size cyber-attacks

Updated Dec 23, 2022
Jupyter Notebook

SteveJayH / AI502_Midterm_Project

python code, notebooks and Images used for AI502 Midterm Project.

mnist adam-optimizer cifar100 learning-rate-decay sgd-optimizer batch-size resnet50 mobilenetv2 radam

Updated May 25, 2020
Jupyter Notebook

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