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PyTorch
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NVIDIA
PyTorch

PyTorch is a GPU accelerated tensor computational framework. Functionality can be extended with common Python libraries such as NumPy and SciPy. Automatic differentiation is done with a tape-based system at the functional and neural network layer levels.

  • LayerLabelCreated
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    08/08/2025 6:31 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_REF=f7207771a583a8091f425dfdbcaae60bbce7fe76
    08/08/2025 6:31 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=197421314
    08/08/2025 6:31 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=197421314
    08/08/2025 6:31 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID=197421314
    08/08/2025 6:31 PM UTC
    sha256:e747b185682538d09efdcd7dd660d0ee9d0b6e9c4f87a8d333b234264725f8d0RUN
    NVIDIA_PYTORCH_VERSION=25.08 PYTORCH_BUILD_VERSION=2.8.0a0+34c6371 NVFUSER_BUILD_VERSION=1a27c18 TARGETARCH=amd64 PYVER=3.12 L4T=0 ENABLE_MITMPROXY=0 DALI_EXTRA_INDEX_URL=http://sqrl/nvdl/datasets/dali/pip-dali cd /opt/pytorch/pytorch/ &&
      sed -i "s#    if (props.computeMode != cudaComputeModeDefault) {#    int computeMode = -1;\n    TP_CUDA_CHECK(cudaDeviceGetAttribute(\&computeMode, cudaDevAttrComputeMode, device.index));\n    if (computeMode != cudaComputeModeDefault) {#g" ./third_party/tensorpipe/tensorpipe/channel/cuda_ipc/context_impl.cc &&
      cd -
    08/08/2025 6:31 PM UTC
    sha256:2b380ebe5f45eb30550a08195c7afc9ff294faca2743ce754abba7fe656af91cCOPY
    entrypoint.d/ /opt/nvidia/entrypoint.d/
    08/08/2025 6:31 PM UTC
    sha256:152fe0b6f2ad9f0ca970c342f5138c8e4bd2a48948d8a6e285056dc9bcc1ddffCOPY
    constraint.txt /etc/pip/original_constraint.txt
    08/08/2025 6:31 PM UTC
    sha256:b76854531c0b79a85e29039b9405759f4872b7704a2b017f6975adcf5fe96a91COPY
    restricted_constraint.txt /etc/pip/constraint.txt
    08/08/2025 6:31 PM UTC
    sha256:a4a28ce8d16e0a854d098cde221b2f1b01520fa797fdfc258a56193da6935fb8RUN
    NVIDIA_PYTORCH_VERSION=25.08 PYTORCH_BUILD_VERSION=2.8.0a0+34c6371 NVFUSER_BUILD_VERSION=1a27c18 TARGETARCH=amd64 PYVER=3.12 L4T=0 ENABLE_MITMPROXY=0 DALI_EXTRA_INDEX_URL=http://sqrl/nvdl/datasets/dali/pip-dali 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
    08/08/2025 6:31 PM UTC
    ...

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