fix fast_ln backward #8719
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fix fast_ln backward #8719
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## develop #8719 +/- ##
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- Coverage 55.73% 55.73% -0.01%
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Files 623 623
Lines 97459 97464 +5
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+ Hits 54323 54324 +1
- Misses 43136 43140 +4 ☔ View full report in Codecov by Sentry. |
ZHUI
approved these changes
Jul 5, 2024
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PR types
Bug fixes
PR changes
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Description
修复fast_ln反向算子的bug，保证结果诸位对齐。
原来的写法：在循环中判断is_rmsnorm，然后计算梯度，这种会导致nvcc编译的汇编代码不同，进而导致cuda算子计算精度问题。修复之后循环内保持和原来逻辑相同，通过在循环外设置mdy_local=0.f来支持rms_norm的反向计算。