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FSDP Issues Tracker #4518

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Rebecca-Qian opened this issue Apr 27, 2022 · 2 comments
Open

FSDP Issues Tracker #4518

Rebecca-Qian opened this issue Apr 27, 2022 · 2 comments
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@klshuster @Rebecca-Qian @emilydinan
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Agents Bug donotreap Avoid automatically marking as stale. P3

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@Rebecca-Qian
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Rebecca-Qian commented Apr 27, 2022 •
edited by klshuster
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Description
Tracking known issues during training with FSDP.

  • Issue with resizing embedding dimensions in distributed train
    • Behavior: This throws an exception with embedding sizes out of bound
    • Repro: Train models with --ddp-backend zero2 and setting --special-tok-lst
  • T5 model parallel incompatible with zero2 ddp-backend (possible this affects other HuggingFace agents?)
    • Behavior: thread seems to hang indefinitely
    • Repro: Train models with --t5-model-parallel and --ddp-backend zero2
  • FiD does not work with FSDP and batchsize > 1 (see Cannot train Seeker with batch size > 1 #4531)
@Rebecca-Qian
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Related fix: #4505

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This issue has not had activity in 30 days. Please feel free to reopen if you have more issues. You may apply the "never-stale" tag to prevent this from happening.

@github-actions github-actions bot added the stale label Jun 17, 2022
@klshuster klshuster added donotreap Avoid automatically marking as stale. and removed stale labels Jun 17, 2022
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@klshuster @Rebecca-Qian @emilydinan