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Samples of each epoch for optimization were not shuffled #17

@boscotsang

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@boscotsang

It seems that for each epoch, the fd was constructed by

end = start + envsperbatch
mbenvinds = slice(start, end, None)
fd = {ph : buf[mbenvinds] for (ph, buf) in ph_buf}

which didn't shuffle the samples in a minibatch
Did I miss somewhere do the shuffle operation? If not, why don't we need to shuffle the samples?

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