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About label format of GTA #8

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alphjheon opened this issue Mar 13, 2019 · 1 comment
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About label format of GTA #8

alphjheon opened this issue Mar 13, 2019 · 1 comment

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@alphjheon
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@Chrisding @yzou2, what is the expected format of labels for GTA5 training, source only script? I used the labels.py script in order to transform themt o cityscapes format (valid labels 0-18) and the rest 255. Nevertheless, when i start training i got loss values with NaNs.

@yzou2
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yzou2 commented Mar 13, 2019

GTA5 and Cityscapes have the same label mapping function. For the NaN loss, one possible reason might be too large learning rate value. Also, I suggest you to post all your training script and we can give advices.

@yzou2 yzou2 closed this as completed Apr 7, 2019
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