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TensorRT LLM Develop
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NVIDIA
TensorRT LLM Develop

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs.

  • LayerLabelCreated
    sha256:cca99df4d1775fdf41a4efc79d33b2c81bacd74c75a32c4ecf083f3a2e4eb7deRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c pip3 install --upgrade --no-cache-dir "protobuf>=4.25.8"
    09/02/2025 1:00 AM UTC
    sha256:7e59867f3c1745a42fc4a069a96b454d1977fee52c344d9ed97993bb9b92f9bfRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c pip3 uninstall -y opencv &&
      rm -rf /usr/local/lib/python3*/dist-packages/cv2/ &&
      pip3 install opencv-python-headless --force-reinstall --no-deps --no-cache-dir
    09/02/2025 1:00 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTORCH_CUDA_ALLOC_CONF=garbage_collection_threshold:0.99999
    09/02/2025 1:00 AM UTC
    sha256:583131a2b4b9550a4bc3c2a35f2a37b51f1f6280ffb8f8b84e00b8621c99c4b0RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c bash ./install_pytorch.sh $TORCH_INSTALL_TYPE &&
      rm install_pytorch.sh
    09/02/2025 1:00 AM UTC
    sha256:d3bc88451646d5e60877eb370b6cb5c5fddcab9f795fd544ad0f7de4ed6f2b6bCOPY
    docker/common/install_pytorch.sh install_pytorch.sh
    09/02/2025 1:00 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INSTALL_TYPE=skip
    09/02/2025 1:00 AM UTC
    sha256:d2f5ddcf490683d9e21d567667fbea13edd423e6846ee817248fef9b5f5b1a03RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c GITHUB_MIRROR=$GITHUB_MIRROR bash ./install_mpi4py.sh &&
      rm install_mpi4py.sh
    09/02/2025 1:00 AM UTC
    sha256:a00615da6cf9187b2c25292c6138183b9fbb0f8c83de006ff2f48352f035a4b8COPY
    docker/common/install_mpi4py.sh install_mpi4py.sh
    09/02/2025 12:59 AM UTC
    sha256:4431603fbc4a1d92908a37a041102f7f58f33bf47ae2d5a878fd87dcabd17f4aRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c bash ./install_polygraphy.sh &&
      rm install_polygraphy.sh
    09/02/2025 12:59 AM UTC
    sha256:a46873175b238bae7aa504888deb7ff2f987376e6fcfd77d3832fbcdfd57899fCOPY
    docker/common/install_polygraphy.sh install_polygraphy.sh
    09/02/2025 12:56 AM UTC
    ...

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