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Replicating Pix2Pix experiment on maps dataset #20

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korawat-tanwisuth opened this issue Dec 26, 2020 · 0 comments
Open

Replicating Pix2Pix experiment on maps dataset #20

korawat-tanwisuth opened this issue Dec 26, 2020 · 0 comments

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@korawat-tanwisuth
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Hi @HelenMao,

I tried replicating the experiment on maps dataset but the FID is much higher (200-300) than what is reported in the paper. I initially ran the default hyperparameter setting in the code. However, I found that the pre-trained model was trained for 400 epochs while the default setting was 200 epochs. I still get around 200 FID after running 400 epochs. Could you please let me know if there is any specific hyperparameter I need to set to reproduce the result? Thank you so much and happy holidays!

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