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Uses torch.fx to parallelize and transform pipelined models #193

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Uses torch.fx to parallelize and transform pipelined models #193

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@michaelbenayoun michaelbenayoun commented Oct 19, 2022 •
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What does this PR do?

  • Provides a custom tracer, built upon transformers.utils.fx.HFTracer allowing the trace and transform the models we support in optimum-graphcore
  • A set of pipelining related transformations
  • Rewrites all the parallelize / deparallelize methods we support
  • Integrates that with the IPUTrainer

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint.

@michaelbenayoun michaelbenayoun changed the title Fx transformations Uses torch.fx to parallelize and transform pipelined models Oct 20, 2022
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