pytorch/ignite

[FR] Engine with data echoing/minibatch persistency/BA

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#672 建立於 2019年11月23日

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 (3 留言) (0 反應) (0 負責人)Python (602 fork)batch import
enhancementhelp wanted

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描述

Idea is to propose 2 things:

  • a supervised trainer with minibatch persistency [3] (configurable K = same batch reusage)
  • a handler that can be used inside user's update_fn of the trainer and implementing
    • minibatch persistency [3] or
    • Batch Augmentation [1]

Refs: [1] https://arxiv.org/abs/1901.09335 [2] https://arxiv.org/abs/1907.05550 [3] https://arxiv.org/abs/1806.07353

cc @ericspod

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