NVIDIA
JAX
Container
NVIDIA
JAX

JAX is a framework for high-performance numerical computing and machine learning research. It includes Numpy-like APIs, automatic differentiation, XLA acceleration and simple primitives for scaling across GPUs and supports an ecosystem of libraries.

  • LayerLabelCreated
    sha256:d5b0f35822dd3a6d7dd6ea528a7800b0448aa757498e3801bcb8c58f7484f07bCOPY
    /opt/xla-source/.git /opt/xla-source/.git
    10/20/2023 8:42 PM UTC
    sha256:d4fe8e30eed895dde8c7edec8842a053328e3fc7a4b6a2947363ec03d2604cf4COPY
    /opt/jax-source/.git /opt/jax-source/.git
    10/20/2023 8:42 PM UTC
    sha256:b8cf68eafb357b0345781e9467d357c4161354ba53c593034201d94e62b585b7ADD
    build-jax.sh local_cuda_arch test-jax.sh /usr/local/bin/
    10/20/2023 8:42 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_PATH_XLA
    10/20/2023 8:42 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_PATH_JAX
    10/20/2023 8:42 PM UTC
    sha256:4817dfb84baf486370d860e8d30d92e6cf56f325d3a6599cfef74c2f2d21e682RUN
    SRC_PATH_JAX=/opt/jax-source SRC_PATH_XLA=/opt/xla-source BUILD_DATE=2023-10-20 { pip install flax ||
      true; } &&
      rm -rf ~/.cache/*
    10/20/2023 8:42 PM UTC
    sha256:66290980827ac9b035755dcccd488cb2ab208ad4c45efd7ef18b3fff5d7cf4d9RUN
    SRC_PATH_JAX=/opt/jax-source SRC_PATH_XLA=/opt/xla-source BUILD_DATE=2023-10-20 pip --disable-pip-version-check install ${SRC_PATH_JAX}/dist/*.whl &&
      pip --disable-pip-version-check install -e ${SRC_PATH_JAX} &&
      rm -rf ~/.cache/pip/
    10/20/2023 8:42 PM UTC
    sha256:92dc1befe7e890e3f0256bf9831f29bfd49039396c51867e269cac5bb97fe397COPY
    /opt/xla-source-no-git /opt/xla-source
    10/20/2023 8:42 PM UTC
    sha256:25d689a19b52e6518ee7ccc24090ead16c3940021f68401e5b6186103aeb3717COPY
    /opt/jax-source-no-git /opt/jax-source
    10/20/2023 8:42 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NCCL_NVLS_ENABLE=0
    10/20/2023 8:42 PM UTC
    ...

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