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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=ab18d902b6a1d880f616cdcd8c38e7bb6ca1a9c7
    10/18/2021 4:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=28304637
    10/18/2021 4:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=28304637
    10/18/2021 4:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID
    10/18/2021 4:49 AM UTC
    sha256:011faec4e5638207458647b7a08adcccf5d040f55d109c8056aa5c9d7cab8c08RUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.10-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=28304637 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=5218c25b0895e0320506d21d6f4e8ed2d94a52a1 NVIDIA_BUILD_REF=ab18d902b6a1d880f616cdcd8c38e7bb6ca1a9c7 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 ${_CUDA_COMPAT_PATH}/lib
    10/18/2021 4:49 AM UTC
    sha256:49c16b8def619fc700e61b21fcc127bd195f4fc9e61a42a69cb640aa61df08edRUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.10-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=28304637 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=5218c25b0895e0320506d21d6f4e8ed2d94a52a1 NVIDIA_BUILD_REF=ab18d902b6a1d880f616cdcd8c38e7bb6ca1a9c7 pip install --no-cache-dir --extra-index-url https://pypi.ngc.nvidia.com --extra-index-url https://urm.nvidia.com/artifactory/api/pypi/sw-tensorrt-pypi/simple polygraphy==0.33.0
    10/18/2021 4:48 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin
    10/18/2021 4:48 AM UTC
    sha256:83f8ca3cf5b4a4eeb7b74333c216f5cb677799bae5374c66bb0c6173c8c8c104RUN
    TARGETARCH=amd64 TENSORFLOW_VERSION=2.6.0 NVIDIA_TENSORFLOW_VERSION=21.10-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE=--bazel-cache CI_JOB_ID=28304637 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=5218c25b0895e0320506d21d6f4e8ed2d94a52a1 NVIDIA_BUILD_REF=ab18d902b6a1d880f616cdcd8c38e7bb6ca1a9c7 URL=$(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
    10/18/2021 4:48 AM UTC
    sha256:178700adcb6fb63dde53bb5231df1d820c06af36fd9e269b2586bb192decee2aCOPY
    nvidia-examples /workspace/nvidia-examples
    10/18/2021 4:48 AM UTC
    sha256:1a56b535907f0c7a9dbfcf62d0fa70b19bcfba0b932742fc0fd91a1a4d596273COPY
    docker-examples docker-examples
    10/18/2021 4:48 AM UTC
    ...

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