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Model not deterministic/reproducible with all seeds set and os.environ['TF_DETERMINISTIC_OPS'] = '1' #30

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stevenwong951028 opened this issue Oct 31, 2020 · 0 comments

stevenwong951028 commented Oct 31, 2020

in reference of this kaggle notebook i've written this notebook to try transfer learning through multiple datasets.

through multiple soft runs on the notebook, I came to found out that I can't get deterministic/reproducible model out of it.

Weird thing is, with the same virtual-environment, I can get deterministic/reproducible from a plain CNN-MNIST code.

Spent a week on researching and can't find the solution. Any guidance or suggestions are much appreciated.

colab code for reproducing the errors (dataset download and extractions included within)
my virtual environment

p.s. link duplication from issue44414 as I think this issue should be mentioned here

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