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This PR resolves an inefficiency in the SubTB loss calculation.
The inefficiency comes from a for loop (over a batch), making things very slow when we use a large batch size. The loop is removed in this PR.
Also, to make SubTB loss consistent with other losses, 0.5 is multiplied, and the last
.sum()is changed to.mean().