fix calculations when skipping NaN batches#20
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borawhocodess wants to merge 8 commits intoautoml:mainfrom
Open
fix calculations when skipping NaN batches#20borawhocodess wants to merge 8 commits intoautoml:mainfrom
borawhocodess wants to merge 8 commits intoautoml:mainfrom
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Because of the
continueat line 65, batches containing NaNs are skipped. This led to loss averaging and gradient accumulation not being fully correct, since skipped batches were still implicitly counted.This was noticed while timing my speedrunning script and inspecting skipped batches.
Integration into the TFM playground hasn’t been thoroughly tested, but the logic should be correct.