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GRU and LSTM are running very slow in TF #1823

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astonzhang opened this issue Jul 9, 2021 · 3 comments
Open

GRU and LSTM are running very slow in TF #1823

astonzhang opened this issue Jul 9, 2021 · 3 comments
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tensorflow-adapt-track Issues tracked with Aston and TensorFlow adaption authors

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@astonzhang
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astonzhang commented Jul 9, 2021 •
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Task "Evaluating ./chapter_recurrent-modern/gru.md" on CPU [2], GPU [3] is running for 00:19:02
ask "Evaluating ./chapter_recurrent-modern/lstm.md" on CPU [3], GPU [1] is finished in 00:20:03

http://ci.d2l.ai/blue/organizations/jenkins/d2l-en/detail/master/935/pipeline

0.16.6 release:
http://ci.d2l.ai/blue/organizations/jenkins/d2l-en/detail/PR-1799/7/pipeline
@astonzhang astonzhang added the tensorflow-adapt-track Issues tracked with Aston and TensorFlow adaption authors label Jul 9, 2021
@terrytangyuan
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Is this a regression or it's always been slow?

@astonzhang
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I think it's always. Can you look into it?

@terrytangyuan
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I took a look but couldn't find obvious mistakes yet. Did we get a chance to bump up TF version (trying to see if it's any low-level API bug that's fixed recently?

@terrytangyuan terrytangyuan removed their assignment Oct 31, 2023
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@terrytangyuan @astonzhang