perf: add FP16 fast path for LayerNorm#433
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HenryNdubuaku merged 2 commits intocactus-compute:mainfrom Feb 27, 2026
Merged
perf: add FP16 fast path for LayerNorm#433HenryNdubuaku merged 2 commits intocactus-compute:mainfrom
HenryNdubuaku merged 2 commits intocactus-compute:mainfrom
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yujonglee
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Feb 24, 2026
yujonglee
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| Shape | Before | After | Δ latency | Δ throughput |
|---|---|---|---|---|
| whisper-full (1500×512) FP16 | 0.896ms, 3.43 GB/s | 0.692ms, 4.44 GB/s | −23% | +29% |
| bert-128 (128×1024) FP16 | 0.154ms, 3.41 GB/s | 0.118ms, 4.44 GB/s | −23% | +30% |
| whisper-128 (128×512) FP16 | 0.079ms, 3.35 GB/s | 0.060ms, 4.39 GB/s | −24% | +31% |
| FP32 (any shape) | baseline | unchanged | ~0% | ~0% |
Signed-off-by: Yujong Lee <[email protected]>
Signed-off-by: Yujong Lee <[email protected]>
HenryNdubuaku
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Feb 27, 2026
* add correctness and performance tests for layernorm Signed-off-by: Yujong Lee <[email protected]> * optimize! Signed-off-by: Yujong Lee <[email protected]> --------- Signed-off-by: Yujong Lee <[email protected]>
cattermelon1234
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Feb 28, 2026
* add correctness and performance tests for layernorm Signed-off-by: Yujong Lee <[email protected]> * optimize! Signed-off-by: Yujong Lee <[email protected]> --------- Signed-off-by: Yujong Lee <[email protected]>
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