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Test problem about ganomaly HOT 2 OPEN

qianxiao111 avatar qianxiao111 commented on August 20, 2024
Test problem

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Comments (2)

caiyu6666 avatar caiyu6666 commented on August 20, 2024

I found that in the testing code (lib/model.py, line 175), the netowork is not turned into the evaluation mode (missing self.netg.eval() and self.netd.eval()). As a result, the model will update the mean and var in BatchNorm2d layers.

I think that is the reason why the testing results change in each testing time.

Additionally, I found that the missing of net.eval() will cause higher performance, as the model can learn something from the testing set. So I think this bug can lead to unconvincing results.

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tobybreckon avatar tobybreckon commented on August 20, 2024

See discussion under issue #83

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