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sunyt32 avatar sunyt32 commented on June 2, 2024

It's a little bit complicated. The key idea is to align the normalized computation to be identical to parallel representation. Due to fp16 data range limitation, in chunkwise forward, we have to normalize data range in different part. So, after these modification, the output will be same as totally naive version.

We mention this problem in Retention Score Normalization of our paper.

from torchscale.

Cranial-XIX avatar Cranial-XIX commented on June 2, 2024

Thanks a lot!

from torchscale.

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