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[xla:hlo] Templetize HloEvaluator on a hot path to remove std::function overheads #23217

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merged 1 commit into from
Feb 28, 2025

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[xla:hlo] Templetize HloEvaluator on a hot path to remove std::function overheads

name                           old cpu/op   new cpu/op   delta
BM_UnaryOp/64/process_time      244µs ±11%   230µs ±10%   -5.76%  (p=0.000 n=40+40)
BM_UnaryOp/128/process_time     538µs ±13%   491µs ±11%   -8.84%  (p=0.000 n=40+40)
BM_UnaryOp/512/process_time    5.93ms ± 6%  5.08ms ± 9%  -14.33%  (p=0.000 n=39+40)
BM_UnaryOp/1024/process_time   24.6ms ± 6%  19.4ms ± 9%  -21.21%  (p=0.000 n=32+40)
BM_BinaryOp/64/process_time     236µs ±10%   233µs ±12%     ~     (p=0.187 n=40+40)
BM_BinaryOp/128/process_time    487µs ±11%   457µs ±11%   -6.31%  (p=0.000 n=39+38)
BM_BinaryOp/512/process_time   5.28ms ± 6%  4.66ms ± 9%  -11.65%  (p=0.000 n=38+40)
BM_BinaryOp/1024/process_time  21.4ms ± 9%  18.3ms ± 8%  -14.32%  (p=0.000 n=38+40)

name                           old time/op          new time/op          delta
BM_UnaryOp/64/process_time     54.7µs ±15%          52.9µs ±12%     ~     (p=0.077 n=40+40)
BM_UnaryOp/128/process_time    83.8µs ±15%          81.8µs ±16%     ~     (p=0.165 n=40+40)
BM_UnaryOp/512/process_time     584µs ± 7%           516µs ±11%  -11.60%  (p=0.000 n=39+40)
BM_UnaryOp/1024/process_time   2.41ms ± 8%          1.93ms ±12%  -19.63%  (p=0.000 n=36+40)
BM_BinaryOp/64/process_time    52.7µs ±13%          53.3µs ±14%     ~     (p=0.198 n=39+40)
BM_BinaryOp/128/process_time   77.9µs ±17%          77.7µs ±15%     ~     (p=0.874 n=39+39)
BM_BinaryOp/512/process_time    524µs ± 9%           473µs ±12%   -9.73%  (p=0.000 n=40+40)
BM_BinaryOp/1024/process_time  2.14ms ±15%          1.84ms ±13%  -14.03%  (p=0.000 n=39+40)

@copybara-service copybara-service bot force-pushed the test_731932324 branch 3 times, most recently from 4d5b131 to 2d28b16 Compare February 28, 2025 20:35
…on overheads

```
name                           old cpu/op   new cpu/op   delta
BM_UnaryOp/64/process_time      244µs ±11%   230µs ±10%   -5.76%  (p=0.000 n=40+40)
BM_UnaryOp/128/process_time     538µs ±13%   491µs ±11%   -8.84%  (p=0.000 n=40+40)
BM_UnaryOp/512/process_time    5.93ms ± 6%  5.08ms ± 9%  -14.33%  (p=0.000 n=39+40)
BM_UnaryOp/1024/process_time   24.6ms ± 6%  19.4ms ± 9%  -21.21%  (p=0.000 n=32+40)
BM_BinaryOp/64/process_time     236µs ±10%   233µs ±12%     ~     (p=0.187 n=40+40)
BM_BinaryOp/128/process_time    487µs ±11%   457µs ±11%   -6.31%  (p=0.000 n=39+38)
BM_BinaryOp/512/process_time   5.28ms ± 6%  4.66ms ± 9%  -11.65%  (p=0.000 n=38+40)
BM_BinaryOp/1024/process_time  21.4ms ± 9%  18.3ms ± 8%  -14.32%  (p=0.000 n=38+40)

name                           old time/op          new time/op          delta
BM_UnaryOp/64/process_time     54.7µs ±15%          52.9µs ±12%     ~     (p=0.077 n=40+40)
BM_UnaryOp/128/process_time    83.8µs ±15%          81.8µs ±16%     ~     (p=0.165 n=40+40)
BM_UnaryOp/512/process_time     584µs ± 7%           516µs ±11%  -11.60%  (p=0.000 n=39+40)
BM_UnaryOp/1024/process_time   2.41ms ± 8%          1.93ms ±12%  -19.63%  (p=0.000 n=36+40)
BM_BinaryOp/64/process_time    52.7µs ±13%          53.3µs ±14%     ~     (p=0.198 n=39+40)
BM_BinaryOp/128/process_time   77.9µs ±17%          77.7µs ±15%     ~     (p=0.874 n=39+39)
BM_BinaryOp/512/process_time    524µs ± 9%           473µs ±12%   -9.73%  (p=0.000 n=40+40)
BM_BinaryOp/1024/process_time  2.14ms ±15%          1.84ms ±13%  -14.03%  (p=0.000 n=39+40)
```

PiperOrigin-RevId: 732228284
@copybara-service copybara-service bot merged commit c4429a6 into main Feb 28, 2025
@copybara-service copybara-service bot deleted the test_731932324 branch February 28, 2025 20:50
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