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Different result of mean IU under almost the same circumstance except different batch_size #43

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tjpulkl opened this issue Feb 27, 2020 · 2 comments

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@tjpulkl
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tjpulkl commented Feb 27, 2020

Hi:
Could you tell me why I get the following results when I download and run your code?
the bigger of the batch_size, the lower mean IU value
Batch_size Input_size Docker ID Mean IU
4 384,384 cd0 53.808
8 384,384 cd0 51.93
12 384,384 cd0 51.059
14 384,384 cd0 50.71
16 384,384 d9a 50.78
24 384,384 d9a 49.34

Thank you!

@YU-0626
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YU-0626 commented Sep 25, 2020

4 384,384
Could you tell me about your learning rate,when your batch_size=4 input_size=384?thanks!

@tjpulkl
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tjpulkl commented Sep 26, 2020

LR=1e-3. if we set LR=7.0e-3, you can set batch_size=24, and get the result above 53.1

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