Comments (1)
rwightman
commented on July 29, 2024
This was used https://github.com/mlfoundations/open_clip/blob/main/src/training/profiler.py ... BUT, it's not plug and play, with the torch MultiheadAttention module being used and/or F.sdpa you have to hack/disable things or modify fvcore (not being maintained really) so that the correct values are being used for the attention... not all papers mean FLOPs when they say FLOPs, sometimes it's actually GMACS, the GFLOPS values here are GFLOPS though.
I'm inclined to think the numbers hear are good... rule of thumb is 22num_layers*dim^2 and that is ~40 for the B/16.
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