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RexYing avatar RexYing commented on July 20, 2024

Yes this is to avoid index out of bound.
I have modified the code just now to allow the size of the last batch to be any positive integer less than self.batch_size, so that all examples are seen at every epoch

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Songweiping avatar Songweiping commented on July 20, 2024

Your modifications are cool and the size of last batch can be any positive integer now. Thanks for the efforts!

However, I still can not figure out why + 1 in original code. Suppose there are 100 training edges, with batch_size set to 1. Your original code would produce 101 batches, where the last batch is empty. Would you please give an instance when + 1 helps?

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RexYing avatar RexYing commented on July 20, 2024

I see. Yes the +1 in the code before didn't seem necessary. Thanks for pointing it out!

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