Fused Operations #53
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Fused Operations #53
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #53 +/- ##
==========================================
+ Coverage 75.97% 82.81% +6.83%
==========================================
Files 16 23 +7
Lines 437 704 +267
==========================================
+ Hits 332 583 +251
- Misses 105 121 +16 ☔ View full report in Codecov by Sentry. |
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Fused CUDA KernelsWill be handled in a later PRCUBLASLtGemmKernels-- currently a bit slow with the default configuration compared to CUBLAS with an additional kernel launch. There is some tuning on their end, so it might worth revisiting this later.GroupNorm: Fuse the activation function into the kernelWill be handled in a later PRFastBroadcastfor faster broadcasts on CPUForwardDiff over Zygote TestsTests will be part of Native Nested AD support for Lux Models Lux.jl#598fused_conv_bias_attentionIs Anything Broken?
Zygote.gradientoverZygote.gradientfor dense layers will be broken once this is merged. But fear not we will have faster nested AD package merged soon!