Google
TensorFlow
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Google
TensorFlow

TensorFlow is an open source platform for machine learning. It provides comprehensive tools and libraries in a flexible architecture allowing easy deployment across a variety of platforms and devices.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.ref=257cd905f7da8412250459e5624e435e5cec5edc
    12/02/2021 7:15 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=29871111
    12/02/2021 7:15 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=29871111
    12/02/2021 7:15 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID
    12/02/2021 7:15 AM UTC
    sha256:01eb8dbadaf9311721bb92a28ae63f6fe9157c493a2bb751602f9de42b8a483fRUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.2 NVIDIA_TENSORFLOW_VERSION=21.12-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=29871111 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=51f442d3166ad8b8a4beaad70d0f8b5250dead65 NVIDIA_BUILD_REF=257cd905f7da8412250459e5624e435e5cec5edc ln -sf ${_CUDA_COMPAT_PATH}/lib.real ${_CUDA_COMPAT_PATH}/lib &&
      echo ${_CUDA_COMPAT_PATH}/lib > /etc/ld.so.conf.d/00-cuda-compat.conf &&
      ldconfig &&
      rm -f ${_CUDA_COMPAT_PATH}/lib
    12/02/2021 7:15 AM UTC
    sha256:9888cd0635a0629f4a40f1497efe25e3265e42486c8174a276e726d15d583dafRUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.2 NVIDIA_TENSORFLOW_VERSION=21.12-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=29871111 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=51f442d3166ad8b8a4beaad70d0f8b5250dead65 NVIDIA_BUILD_REF=257cd905f7da8412250459e5624e435e5cec5edc pip install --no-cache-dir --extra-index-url https://pypi.ngc.nvidia.com --extra-index-url https://urm.nvidia.com/artifactory/api/pypi/sw-tensorrt-pypi/simple polygraphy==0.33.0
    12/02/2021 7:15 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin
    12/02/2021 7:15 AM UTC
    sha256:b8328d7beced77888de6aefe5ed8f0493bfa82752777b6f0fbdbaa0b74d30c48RUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.2 NVIDIA_TENSORFLOW_VERSION=21.12-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=29871111 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=51f442d3166ad8b8a4beaad70d0f8b5250dead65 NVIDIA_BUILD_REF=257cd905f7da8412250459e5624e435e5cec5edc URL=$(VERIFY=1 /nvidia/build-scripts/installTRT.sh 2>/dev/null | sed -n "s/^.*\(http.*\)deb.*$/\1/p")tar &&
      FILE=$(wget -O - $URL 2>/dev/null | sed -n 's/^.*href="\(TensorRT[^"]*\)".*$/\1/p' | grep -v internal) &&
      wget --quiet $URL/$FILE -O - | tar -xz &&
      PY=$(python -c 'import sys; print(str(sys.version_info[0])+str(sys.version_info[1]))') &&
      pip install TensorRT-*/python/tensorrt-*-cp$PY*.whl &&
      pip install TensorRT-*/graphsurgeon/graphsurgeon-*.whl &&
      pip install TensorRT-*/uff/uff-*.whl &&
      mv /usr/src/tensorrt /opt &&
      ln -s /opt/tensorrt /usr/src/tensorrt &&
      rm -r TensorRT-* &&
      UFF_PATH=$(pip show uff | sed -n 's/Location: \(.*\)$/\1/p')/uff &&
      sed -i 's/from tensorflow import GraphDef/from tensorflow.python import GraphDef/' $UFF_PATH/converters/tensorflow/conversion_helpers.py &&
      chmod +x ${UFF_PATH}/bin/convert_to_uff.py &&
      ln -sf ${UFF_PATH}/bin/convert_to_uff.py /usr/local/bin/convert-to-uff
    12/02/2021 7:15 AM UTC
    sha256:af382494764562223c4ea3fb44c6e03ca696ba9f17bcf8b79a29eb7cd48048c1COPY
    nvidia-examples /workspace/nvidia-examples
    12/02/2021 7:14 AM UTC
    sha256:5d13998322a87115cc603c94607f77e705e129c3d3d9d9e49809cb73c5a2700eRUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.2 NVIDIA_TENSORFLOW_VERSION=21.12-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=29871111 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=51f442d3166ad8b8a4beaad70d0f8b5250dead65 NVIDIA_BUILD_REF=257cd905f7da8412250459e5624e435e5cec5edc sed -i "s/NVIDIA_TENSORFLOW_VERSION/$NVIDIA_TENSORFLOW_VERSION/g" docker-examples/*
    12/02/2021 7:14 AM UTC
    ...

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