Google
Google
TensorFlow
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Google
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=a784bc77db836f39ff08a8e75b1b62cd59e19f73
    09/22/2021 9:10 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=27404421
    09/22/2021 9:10 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=27404421
    09/22/2021 9:10 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID
    09/22/2021 9:10 PM UTC
    sha256:d95553bbe2bb5df39d77515e657562ef60944e2c705810fd4662f8716789c1f4RUN
    TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.09-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=27404421 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=f23dd13a4cbbed12ec4ae62a16e4bdb2216129f9 NVIDIA_BUILD_REF=a784bc77db836f39ff08a8e75b1b62cd59e19f73 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 ${_CUDA_COMPAT_PATH}/lib
    09/22/2021 9:10 PM UTC
    sha256:6ac4db094db33c707d6b2a673beb2e11815c89085beaab157feda0a8e3b51d6aRUN
    TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.09-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=27404421 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=f23dd13a4cbbed12ec4ae62a16e4bdb2216129f9 NVIDIA_BUILD_REF=a784bc77db836f39ff08a8e75b1b62cd59e19f73 pip install --no-cache-dir --extra-index-url https://pypi.ngc.nvidia.com --extra-index-url https://tensorrt-read-only:Tensorrt\@123@urm.nvidia.com/artifactory/api/pypi/sw-tensorrt-pypi/simple polygraphy
    09/22/2021 9:10 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin
    09/22/2021 9:10 PM UTC
    sha256:a8fad1ddb7a2a554480eff86e376aad2196cfa6f13341c9ae845f51b303c4f1eRUN
    TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.09-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=27404421 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=f23dd13a4cbbed12ec4ae62a16e4bdb2216129f9 NVIDIA_BUILD_REF=a784bc77db836f39ff08a8e75b1b62cd59e19f73 URL=$(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
    09/22/2021 9:10 PM UTC
    sha256:cdfbcd19f1c035067ab359376126c1046c1e00065fa2c521ca0dbac951a6acf4COPY
    nvidia-examples /workspace/nvidia-examples
    09/22/2021 9:10 PM UTC
    sha256:cd88674dc85dfb65906646405fd4155853891e9b1f5eefa497a34bb5dec301afCOPY
    docker-examples docker-examples
    09/22/2021 9:09 PM UTC
    ...