successfully build 2.12.0, 2.12.1

Makefile

@@ -29,7 +29,7 @@ ARCH := $(if $(ARCH),$(ARCH),$(DEFAULT_ARCH))
 
 # defaults
 DEFAULT_TF_VERSION := 2.13.0
-TF_VERSIONS := 2.13.0 2.11.0 2.10.1 2.10.0 2.9.3 2.9.2 2.9.1 2.9.0 2.8.4 2.8.3 2.8.2 2.8.1 2.8.0 2.7.4 2.7.3 2.7.2 2.7.1 2.7.0 2.6.5 2.6.4 2.6.3 2.6.2 2.6.1 2.6.0 2.5.3 2.5.2 2.5.1 2.5.0 2.4.4 2.4.3 2.4.2 2.4.1 2.4.0 2.3.4 2.3.3 2.3.2 2.3.1 2.3.0 2.2.3 2.2.2 2.2.1 2.2.0 2.1.4 2.1.3 2.1.2 2.1.1 2.1.0 2.0.4 2.0.3 2.0.2 2.0.1 2.0.0
+TF_VERSIONS := 2.13.0 2.12.1 2.12.0 2.11.0 2.10.1 2.10.0 2.9.3 2.9.2 2.9.1 2.9.0 2.8.4 2.8.3 2.8.2 2.8.1 2.8.0 2.7.4 2.7.3 2.7.2 2.7.1 2.7.0 2.6.5 2.6.4 2.6.3 2.6.2 2.6.1 2.6.0 2.5.3 2.5.2 2.5.1 2.5.0 2.4.4 2.4.3 2.4.2 2.4.1 2.4.0 2.3.4 2.3.3 2.3.2 2.3.1 2.3.0 2.2.3 2.2.2 2.2.1 2.2.0 2.1.4 2.1.3 2.1.2 2.1.1 2.1.0 2.0.4 2.0.3 2.0.2 2.0.1 2.0.0
 DEFAULT_JOBS := $(shell nproc)
 DEFAULT_GPU := 1
 ifeq ($(ARCH), arm64)
@@ -118,15 +118,15 @@ clean-images: clean-official-devel-images clean-cpp-images clean-libtensorflow-c
 	$(MAKEFILE_DIR)/scripts/$@.sh
 
 .PHONY: 1-build-official-devel-image
-1-build-official-devel-image: 0-download-official-dockerfiles
+1-build-official-devel-image:
 	$(MAKEFILE_DIR)/scripts/$@.sh
 
 .PHONY: 2-build-cpp-image
-2-build-cpp-image: 1-build-official-devel-image
+2-build-cpp-image:
 	$(MAKEFILE_DIR)/scripts/$@.sh
 
 .PHONY: 3-export-libtensorflow-cc
-3-export-libtensorflow-cc: 2-build-cpp-image
+3-export-libtensorflow-cc:
 	$(MAKEFILE_DIR)/scripts/$@.sh
 
 .PHONY: 4-test-libtensorflow-cc

docker/.Dockerfiles/.gitignore

@@ -1,3 +1,5 @@
 /*
 !.gitignore
+!/2.12.0/
+!/2.12.1/
 !/2.13.0/

docker/.Dockerfiles/2.12.0/bashrc

@@ -0,0 +1,53 @@
+# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# ==============================================================================
+
+# If not running interactively, don't do anything
+[ -z "$PS1" ] && return
+
+export PS1="\[\e[31m\]tf-docker\[\e[m\] \[\e[33m\]\w\[\e[m\] > "
+export TERM=xterm-256color
+alias grep="grep --color=auto"
+alias ls="ls --color=auto"
+
+echo -e "\e[1;31m"
+cat<<TF
+________                               _______________                
+___  __/__________________________________  ____/__  /________      __
+__  /  _  _ \_  __ \_  ___/  __ \_  ___/_  /_   __  /_  __ \_ | /| / /
+_  /   /  __/  / / /(__  )/ /_/ /  /   _  __/   _  / / /_/ /_ |/ |/ / 
+/_/    \___//_/ /_//____/ \____//_/    /_/      /_/  \____/____/|__/
+
+TF
+echo -e "\e[0;33m"
+
+if [[ $EUID -eq 0 ]]; then
+  cat <<WARN
+WARNING: You are running this container as root, which can cause new files in
+mounted volumes to be created as the root user on your host machine.
+
+To avoid this, run the container by specifying your user's userid:
+
+$ docker run -u \$(id -u):\$(id -g) args...
+WARN
+else
+  cat <<EXPL
+You are running this container as user with ID $(id -u) and group $(id -g),
+which should map to the ID and group for your user on the Docker host. Great!
+EXPL
+fi
+
+# Turn off colors
+echo -e "\e[m"

docker/.Dockerfiles/2.12.0/dockerfiles/devel-cpu.Dockerfile

@@ -0,0 +1,107 @@
+# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+#
+# THIS IS A GENERATED DOCKERFILE.
+#
+# This file was assembled from multiple pieces, whose use is documented
+# throughout. Please refer to the TensorFlow dockerfiles documentation
+# for more information.
+
+ARG UBUNTU_VERSION=20.04
+
+FROM ubuntu:${UBUNTU_VERSION} AS base
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        build-essential \
+        clang-format \
+        curl \
+        git \
+        libcurl3-dev \
+        libfreetype6-dev \
+        libhdf5-serial-dev \
+        libzmq3-dev \
+        pkg-config \
+        rsync \
+        software-properties-common \
+        sudo \
+        unzip \
+        zip \
+        zlib1g-dev \
+        openjdk-8-jdk \
+        openjdk-8-jre-headless \
+        && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+ENV CI_BUILD_PYTHON python
+
+# CACHE_STOP is used to rerun future commands, otherwise cloning tensorflow will be cached and will not pull the most recent version
+ARG CACHE_STOP=1
+# Check out TensorFlow source code if --build-arg CHECKOUT_TF_SRC=1
+ARG CHECKOUT_TF_SRC=0
+# In case of Python 2.7+ we need to add passwd entries for user and group id
+RUN chmod a+w /etc/passwd /etc/group
+RUN test "${CHECKOUT_TF_SRC}" -eq 1 && git clone --depth=1 https://github.com/tensorflow/tensorflow.git /tensorflow_src || true
+
+# See http://bugs.python.org/issue19846
+ENV LANG C.UTF-8
+
+RUN apt-get update && apt-get install -y \
+    python3 \
+    python3-pip
+
+RUN python3 -m pip --no-cache-dir install --upgrade \
+    "pip<20.3" \
+    setuptools
+
+# Some TF tools expect a "python" binary
+RUN ln -s $(which python3) /usr/local/bin/python
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    git \
+    wget \
+    openjdk-8-jdk \
+    python3-dev \
+    virtualenv \
+    swig
+
+RUN python3 -m pip --no-cache-dir install \
+    Pillow \
+    h5py \
+    keras_preprocessing \
+    tb-nightly \
+    matplotlib \
+    mock \
+    'numpy<1.19.0' \
+    scipy \
+    scikit-learn \
+    pandas \
+    future \
+    portpicker \
+    enum34
+
+# Installs bazelisk
+RUN mkdir /bazel && \
+    curl -fSsL -o /bazel/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE" && \
+    mkdir /bazelisk && \
+    curl -fSsL -o /bazelisk/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazelisk/master/LICENSE" && \
+    curl -fSsL -o /usr/bin/bazel "https://github.com/bazelbuild/bazelisk/releases/download/v1.11.0/bazelisk-linux-amd64" && \
+    chmod +x /usr/bin/bazel
+
+COPY bashrc /etc/bash.bashrc
+RUN chmod a+rwx /etc/bash.bashrc

docker/.Dockerfiles/2.12.0/dockerfiles/devel-gpu.Dockerfile

@@ -0,0 +1,151 @@
+# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+#
+# THIS IS A GENERATED DOCKERFILE.
+#
+# This file was assembled from multiple pieces, whose use is documented
+# throughout. Please refer to the TensorFlow dockerfiles documentation
+# for more information.
+
+ARG UBUNTU_VERSION=20.04
+
+ARG ARCH=
+ARG CUDA=11.8
+FROM nvidia/cuda${ARCH:+-$ARCH}:${CUDA}.0-devel-ubuntu${UBUNTU_VERSION} as base
+# ARCH and CUDA are specified again because the FROM directive resets ARGs
+# (but their default value is retained if set previously)
+ARG ARCH
+ARG CUDA
+ARG CUDNN=8.6.0.163-1
+ARG CUDNN_MAJOR_VERSION=8
+ARG LIB_DIR_PREFIX=x86_64
+ARG LIBNVINFER=8.5.3-1
+ARG LIBNVINFER_MAJOR_VERSION=8
+
+# Needed for string substitution
+SHELL ["/bin/bash", "-c"]
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub && \
+    apt-get update && apt-get install -y --no-install-recommends \
+        build-essential \
+        clang-format \
+        cuda-command-line-tools-${CUDA/./-} \
+        libcublas-${CUDA/./-} \
+        libcublas-dev-${CUDA/./-} \
+        cuda-nvprune-${CUDA/./-} \
+        cuda-nvrtc-${CUDA/./-} \
+        cuda-nvrtc-dev-${CUDA/./-} \
+        cuda-cudart-dev-${CUDA/./-} \
+        libcufft-dev-${CUDA/./-} \
+        libcurand-dev-${CUDA/./-} \
+        libcusolver-dev-${CUDA/./-} \
+        libcusparse-dev-${CUDA/./-} \
+        libcudnn8=${CUDNN}+cuda${CUDA} \
+        libcudnn8-dev=${CUDNN}+cuda${CUDA} \
+        libcurl3-dev \
+        libfreetype6-dev \
+        libhdf5-serial-dev \
+        libzmq3-dev \
+        pkg-config \
+        rsync \
+        software-properties-common \
+        unzip \
+        zip \
+        zlib1g-dev \
+        wget \
+        git \
+        && \
+    find /usr/local/cuda-${CUDA}/lib64/ -type f -name 'lib*_static.a' -not -name 'libcudart_static.a' -delete
+
+# Install TensorRT if not building for PowerPC
+# NOTE: libnvinfer uses cuda11.1 versions
+RUN [[ "${ARCH}" = "ppc64le" ]] || { apt-get update && \
+        apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub && \
+        echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /"  > /etc/apt/sources.list.d/tensorRT.list && \
+        apt-get update && \
+        apt-get install -y --no-install-recommends libnvinfer${LIBNVINFER_MAJOR_VERSION}=${LIBNVINFER}+cuda11.8 \
+        libnvinfer-dev=${LIBNVINFER}+cuda11.8 \
+        libnvinfer-plugin-dev=${LIBNVINFER}+cuda11.8 \
+        libnvinfer-plugin${LIBNVINFER_MAJOR_VERSION}=${LIBNVINFER}+cuda11.8 \
+        && apt-get clean \
+        && rm -rf /var/lib/apt/lists/*; }
+
+# Configure the build for our CUDA configuration.
+ENV LD_LIBRARY_PATH /usr/local/cuda-11.8/targets/x86_64-linux/lib:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/include/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH:/usr/local/cuda/lib64/stubs:/usr/local/cuda-11.8/lib64:/usr/local/cuda-11.2/lib64
+ENV TF_NEED_CUDA 1
+ENV TF_NEED_TENSORRT 1
+ENV TF_CUDA_VERSION=${CUDA}
+ENV TF_CUDNN_VERSION=${CUDNN_MAJOR_VERSION}
+# CACHE_STOP is used to rerun future commands, otherwise cloning tensorflow will be cached and will not pull the most recent version
+ARG CACHE_STOP=1
+# Check out TensorFlow source code if --build-arg CHECKOUT_TF_SRC=1
+ARG CHECKOUT_TF_SRC=0
+RUN test "${CHECKOUT_TF_SRC}" -eq 1 && git clone --depth=1 https://github.com/tensorflow/tensorflow.git /tensorflow_src || true
+
+# Link the libcuda stub to the location where tensorflow is searching for it and reconfigure
+# dynamic linker run-time bindings
+RUN ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1 \
+    && echo "/usr/local/cuda/lib64/stubs" > /etc/ld.so.conf.d/z-cuda-stubs.conf \
+    && ldconfig
+
+# See http://bugs.python.org/issue19846
+ENV LANG C.UTF-8
+
+RUN apt-get update && apt-get install -y \
+    python3 \
+    python3-pip
+
+RUN python3 -m pip --no-cache-dir install --upgrade \
+    "pip<20.3" \
+    setuptools
+
+# Some TF tools expect a "python" binary
+RUN ln -s $(which python3) /usr/local/bin/python
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    git \
+    wget \
+    openjdk-8-jdk \
+    python3-dev \
+    virtualenv \
+    swig
+
+RUN python3 -m pip --no-cache-dir install \
+    Pillow \
+    h5py \
+    keras_preprocessing \
+    tb-nightly \
+    matplotlib \
+    mock \
+    'numpy<1.19.0' \
+    scipy \
+    scikit-learn \
+    pandas \
+    future \
+    portpicker \
+    enum34
+
+# Installs bazelisk
+RUN mkdir /bazel && \
+    curl -fSsL -o /bazel/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE" && \
+    mkdir /bazelisk && \
+    curl -fSsL -o /bazelisk/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazelisk/master/LICENSE" && \
+    curl -fSsL -o /usr/bin/bazel "https://github.com/bazelbuild/bazelisk/releases/download/v1.11.0/bazelisk-linux-amd64" && \
+    chmod +x /usr/bin/bazel
+
+COPY bashrc /etc/bash.bashrc
+RUN chmod a+rwx /etc/bash.bashrc