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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
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.ref=84f446f5c7204f47f7769a5a5f759c7622b828eb
    03/11/2025 6:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_REF=84f446f5c7204f47f7769a5a5f759c7622b828eb
    03/11/2025 6:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=148941830
    03/11/2025 6:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=148941830
    03/11/2025 6:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID=148941830
    03/11/2025 6:40 PM UTC
    sha256:c824270006e348f8c414e39fb707a000723f0ea0ec362292e8b5f9c4a72d3222RUN
    NVIDIA_PYTORCH_VERSION=25.03 PYTORCH_BUILD_VERSION=2.7.0a0+7c8ec84 NVFUSER_BUILD_VERSION=c5e1555 TARGETARCH=arm64 PYVER=3.12 PYVER_MAJMIN=312 L4T=1 DALI_EXTRA_INDEX_URL=http://sqrl/nvdl/datasets/dali/pip-dali cd /opt/pytorch/pytorch/third_party/gloo &&
      patch -p1 < /gloo.patch &&
      cd - &&
      rm /gloo.patch
    03/11/2025 6:40 PM UTC
    sha256:1037cadc5e48c36a19545c544a1db46fa16967c439d2b9787a990a05a6e4bec3COPY
    gloo.patch /gloo.patch
    03/11/2025 6:40 PM UTC
    sha256:226e18013db769b9344c4f1fdde0841bb69d55064626ab92101fe2c42490c7fcCOPY
    entrypoint.d/ /opt/nvidia/entrypoint.d/
    03/11/2025 6:40 PM UTC
    sha256:2b2a596158d64b4d137d56d619bb8655138dbd755d34881b3b435ac109d3c04aRUN
    NVIDIA_PYTORCH_VERSION=25.03 PYTORCH_BUILD_VERSION=2.7.0a0+7c8ec84 NVFUSER_BUILD_VERSION=c5e1555 TARGETARCH=arm64 PYVER=3.12 PYVER_MAJMIN=312 L4T=1 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
    03/11/2025 6:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    TORCH_NCCL_USE_COMM_NONBLOCKING=0
    03/11/2025 6:40 PM UTC
    ...

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