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TFRA on Dtensor #432

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jq opened this issue Jun 13, 2024 · 0 comments
Open

TFRA on Dtensor #432

jq opened this issue Jun 13, 2024 · 0 comments

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@jq
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jq commented Jun 13, 2024

  1. SPMD training data in Dtensor
  2. Ring All2All for embedding (lookup in par with each p2p
  3. Embedding lookup in Dtensor
  4. Keras3, doesn't support Dtensor, only 2 does, 🗺️ Keras Development Roadmap keras-team/keras#19519
    https://keras.io/guides/distribution/
    https://www.tensorflow.org/tutorials/distribute/dtensor_keras_tutorial
    can't use fit
  5. TFX on XLA
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