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one trial took 7 hours and block in the 32th epoch #527

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luna9722 opened this issue May 3, 2021 · 1 comment
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one trial took 7 hours and block in the 32th epoch #527

luna9722 opened this issue May 3, 2021 · 1 comment

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@luna9722
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luna9722 commented May 3, 2021

Hello everybody, I am using keras tuner version 1.0.1 with tensorflow 2.0.0 to fine tune the learning rate, batch-size and the number of epoch.
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as you can see only one trial with learning rate=0.01, batch size=8 and number of epochs=80 took 7 hours until only the 32th and the colab bans me from using the gpu ( the google account is brand new, only used it for this notebook) and the results are very poor.
while without keras tuner 100 epochs doesn't even take 2 hours for this batch size and this learning rate and the training iou already get the value of 0.78 and val_iou=0.3 from the first epoch while for the first epoch with keras tuner :
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Can someone help me with this problem?
N.B I used the subclass provided here in the documentation #122

@luna9722 luna9722 changed the title one trial take 7 hours and block in the 32th epoch one trial took 7 hours and block in the 32th epoch May 3, 2021
@luna9722 luna9722 closed this as completed May 3, 2021
@luna9722
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luna9722 commented May 3, 2021

solved by setting tensorflow version to 2.1

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