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Frequently Asked Questions

Large batch sizes and the INT_MAX error

A large batch size results in a huge number of pairs/triplets. When the loss_and_miner_utils code processes a huge number of tuples, it can cause a PyTorch error:

RuntimeError: nonzero is not supported for tensors with more than INT_MAX element

To fix this error, lower your batch size.