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  • NVIDIA
    TensorRT Inference Server
    Container
    NVIDIA
    TensorRT Inference Server

    TensorRT Inference Server provides a data center inference solution optimized for NVIDIA GPUs. It maximizes inference utilization and performance on GPUs via an HTTP or gRPC endpoint, allowing remote clients to request inference for any model that is being managed by the server, as well as providing real-time metrics on latency and requests.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.ref=e82388dc0813aab3c301371bdcbdc40a3ccb33f5
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_REF
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=10247880
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=10247880
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
    /opt/tensorrtserver/nvidia_entrypoint.sh
    		02/18/2020 10:03 PM UTC
    sha256:fcda33dadb6003dd219d412812f9ca0bda36b4112545ca0d9f57034b89e78381COPY
    --chown=1000:1000file:f894ab75fd7380df5bdd020b60e778b96df3f14a43d41bc5a541919311d0cdfb in /opt/tensorrtserver
    		02/18/2020 10:03 PM UTC
    sha256:240eecfafb66672af4baf20a16eee5e9b67c602e5767dcff00a74c5bf4f34e33RUN
    TRTIS_CONTAINER_VERSION=20.02 TRTIS_VERSION=1.11.0 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
    		02/18/2020 10:03 PM UTC
    sha256:05c85e1f93d3acfb787a08d4459303ef5ec8cafcbc4667d7de1dbb64813ea35aRUN
    TRTIS_CONTAINER_VERSION=20.02 TRTIS_VERSION=1.11.0 apt-get update &&
  apt-get install -y --no-install-recommends python3-pip &&
  rm -rf /var/lib/apt/lists/* &&
  pip3 install --upgrade wheel setuptools test-generator==0.1.1 &&
  (cd $INTEL_CVSDK_DIR/deployment_tools/model_optimizer &&
  pip3 install -r requirements_onnx.txt)
    		02/18/2020 10:03 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTHONPATH=/opt/openvino_scripts:/opt/openvino_scripts/openvino_2019.3.376:/opt/openvino_scripts/openvino_2019.3.376/deployment_tools/model_optimizer:/opt/openvino_scripts/openvino_2019.3.376/tools:
    		02/18/2020 10:03 PM UTC
    ...