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ReduceLROnPlateau not reducing in certain scenarios #3

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rmchurch opened this issue Mar 24, 2020 · 0 comments
Open

ReduceLROnPlateau not reducing in certain scenarios #3

rmchurch opened this issue Mar 24, 2020 · 0 comments
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In distributed settings with the validation epochs less than the default patience (10), it appears the ReduceLROnPlateau scheduler is not reducing the learning rate, even though the globally averaged total_loss would appear to dictate it should. This could be because the global total_loss is only created in the logging, and the local total_loss does not meet the criteria for ReduceLROnPlateau.

@rmchurch rmchurch added the bug Something isn't working label Mar 24, 2020
@rmchurch rmchurch self-assigned this Mar 24, 2020
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