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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=1f823edb643d2deba76b3c1620b9e898dee1ab09
02/16/2022 10:00 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.id=32333867
02/16/2022 10:00 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_ID=32333867
02/16/2022 10:00 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NVIDIA_BUILD_ID
02/16/2022 10:00 PM UTC
sha256:b06c1e3f86b515eba6f105d3eb61ca58e70a2835a064a29e180ed322d716ae09RUN
TARGETARCH=amd64 TENSORFLOW_VERSION=2.7.0 NVIDIA_TENSORFLOW_VERSION=22.02-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE= CI_JOB_ID=32333867 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=df5af78bed0efbaf74f069e3bd15317b89a0f5ae NVIDIA_BUILD_REF=1f823edb643d2deba76b3c1620b9e898dee1ab09 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 ${_CUDA_COMPAT_PATH}/lib
02/16/2022 10:00 PM UTC
sha256:b50cda8c66c3d245cefe08fad380f83b47d6951b149ae1638e434ac0db300fe3RUN
TARGETARCH=amd64 TENSORFLOW_VERSION=2.7.0 NVIDIA_TENSORFLOW_VERSION=22.02-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE= CI_JOB_ID=32333867 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=df5af78bed0efbaf74f069e3bd15317b89a0f5ae NVIDIA_BUILD_REF=1f823edb643d2deba76b3c1620b9e898dee1ab09 pip install --no-cache-dir --extra-index-url https://pypi.ngc.nvidia.com --extra-index-url https://urm.nvidia.com/artifactory/api/pypi/sw-tensorrt-pypi/simple polygraphy==0.33.0
02/16/2022 10:00 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin
02/16/2022 10:00 PM UTC
sha256:ed6c576f32ec5e6c58448f5caa0b030dad630a74b03a5f440c4a5d15507ef248RUN
TARGETARCH=amd64 TENSORFLOW_VERSION=2.7.0 NVIDIA_TENSORFLOW_VERSION=22.02-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE= CI_JOB_ID=32333867 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=df5af78bed0efbaf74f069e3bd15317b89a0f5ae NVIDIA_BUILD_REF=1f823edb643d2deba76b3c1620b9e898dee1ab09 URL=$(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 ${UFF_PATH}/bin/convert_to_uff.py /usr/local/bin/convert-to-uff
02/16/2022 10:00 PM UTC
sha256:4fb56d38aca46d622cc03cc8576ce86f67a355ccec4bcaf903aa130845f23f6eCOPY
nvidia-examples /workspace/nvidia-examples
02/16/2022 9:59 PM UTC
sha256:d48a1c405bd7080e01a95948930d864a32ebb46e6df33e280fb13bda454b1d93RUN
TARGETARCH=amd64 TENSORFLOW_VERSION=2.7.0 NVIDIA_TENSORFLOW_VERSION=22.02-tf2 PYVER=3.8 BAZEL_VERSION=3.7.2 TFAPI=2 BAZEL_CACHE= CI_JOB_ID=32333867 COMMIT_BRANCH=HEAD COMMIT_TF_SUBMODULE_SHA=df5af78bed0efbaf74f069e3bd15317b89a0f5ae NVIDIA_BUILD_REF=1f823edb643d2deba76b3c1620b9e898dee1ab09 sed -i "s/NVIDIA_TENSORFLOW_VERSION/$NVIDIA_TENSORFLOW_VERSION/g" docker-examples/*
02/16/2022 9:59 PM UTC
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