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david-berthelot avatar david-berthelot commented on June 3, 2024

In the paper, steps are the number of batches. In the code, the step variable contains the number of images seen so far:
https://github.com/google-research/mixmatch/blob/master/libml/train.py#L49

So paper steps = code steps / batch. 1024*1024 / 64 = 16384

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miquelmarti avatar miquelmarti commented on June 3, 2024

Sorry to comment on a closed issue but I feel it's related. The batch is 64 for the labeled samples, but also 64 for the unlabeled samples, that gives a total batch size of 128. I believe you just count labeled samples for the purpose of defining steps and keeping track of the training length, is that correct? Thanks in advance

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