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When running a benchmark on flowers dataset which only has 5 classes, I got a size mismatch error regardless of --num-classes I provided.

Apparently, classes argument was not forwarded to the ResNet initialization. Once fixed, I managed to successfully run training on the dataset with 5 classes.

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