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Remove performance issues from freezing MXNet #2394

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merged 2 commits into from
Feb 14, 2023

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@zachgk zachgk commented Feb 14, 2023

In #2360, the behavior of using pre-trained models was to freeze parameters. However freezing the parameters on MXNet seems to cause a significant performance regression for training. This removes those changes for a temporary workaround until a deeper investigation can take place with possible changes to the behavior of freeze and requiresGrad

In deepjavalibrary#2360, the behavior of using pre-trained models was to freeze parameters.
However freezing the parameters on MXNet seems to cause a significant
performance regression for training. This removes those changes for a temporary
workaround until a deeper investigation can take place.
@zachgk zachgk requested a review from frankfliu as a code owner February 14, 2023 00:36
@frankfliu frankfliu merged commit 04cf346 into deepjavalibrary:master Feb 14, 2023
@zachgk zachgk deleted the fixFreeze branch February 14, 2023 17:58
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2 participants