qqaatw / pytorch-mps-ops-coverage

PyTorch MPS backend Operators Coverage
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PyTorch MPS Operators Coverage

Visit https://qqaatw.github.io/pytorch-mps-ops-coverage/ to check the table.

The table is updated automatically every day.

Note

The table only contains ops under MPS dispatch key in native_functions.yaml for simplicity. Manually registered ops must be updated in config.yml.

For other dispatch keys and ops outside PyTorch:

  1. CompositeExplicitAutograd: Most ops under this dispatch key have been supported by MPS.
  2. CompositeImplicitAutograd: Most ops under this dispatch key have been supported by MPS.
  3. torchvision: Except for deform_conv2d, other ops such as nms have been supported by MPS.

Contributions

Contributions are welcomed for completing the details of MPS ops coverage in config.yml.

Currently, there are three entries for each op that can be filled:

  1. starting_macOS_version: The macOS version which starts supporting the op.
  2. note: A note which describes any worth mentioning details about the op.
  3. included_in_latest: For manually registered ops, use this to indicate whether the ops are included in the latest PyTorch release.