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two-phase training for ps #40762

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merged 53 commits into from
Mar 23, 2022
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zhaocaibei123
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@zhaocaibei123 zhaocaibei123 commented Mar 21, 2022

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Describe

Paddle distributed framework support two-phase training for ps async mode now, and we will provide two-phase training demo in PaddleRec later.

  1. move BrpcPSClient from Communicator to FleetWrapper, remove Communicator for ps async mode
  2. add DownpourLiteWorker to support more function than HogwilderWorker, like metric and others
  3. add SparseAccessor for common embedding, and modify CommonCtrAccessor for embedding with show/click
  4. make new compile-time refactor for programs takes into effect, and fix some bugs

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paddle-bot-old bot commented Mar 21, 2022

✅ This PR's description meets the template requirements!
Please wait for other CI results.

@zhaocaibei123 zhaocaibei123 changed the title Cvm 20220321 two-phase training Mar 22, 2022
yaoxuefeng6
yaoxuefeng6 previously approved these changes Mar 22, 2022
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@yaoxuefeng6 yaoxuefeng6 left a comment

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LGTM

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@Shixiaowei02 Shixiaowei02 left a comment

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approve for the change of distributed_push_sparse_op

@zhaocaibei123 zhaocaibei123 changed the title two-phase training two-phase training for ps Mar 23, 2022
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@XiaoguangHu01 XiaoguangHu01 left a comment

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LGTM

@yaoxuefeng6 yaoxuefeng6 merged commit b1a4668 into PaddlePaddle:develop Mar 23, 2022
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7 participants