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| ``` | ||
| ================= | ||
| Benchmark results | ||
| ================= | ||
| fail n perf sem% std% peak_memory score weight | ||
| bert-fp16 0 1 149.82 0.1% 0.4% 24616 149.818434 0.00 | ||
| bert-fp32 0 1 27.22 0.0% 0.1% 31580 27.217099 0.00 | ||
| bert-tf32 0 1 116.65 0.1% 0.5% 31582 116.647454 0.00 | ||
| bert-tf32-fp16 0 1 150.16 0.1% 0.4% 24616 150.156416 3.00 | ||
| bf16 0 1 270.83 0.1% 0.8% 1804 270.832982 0.00 | ||
| convnext_large-fp16 0 1 310.32 1.9% 10.0% 27478 310.322641 0.00 | ||
| convnext_large-fp32 0 1 42.56 2.2% 11.7% 49598 42.558568 0.00 | ||
| convnext_large-tf32 0 1 124.27 4.0% 21.4% 49598 124.274883 0.00 | ||
| convnext_large-tf32-fp16 0 1 309.84 1.6% 8.5% 27478 309.838750 3.00 | ||
| davit_large 0 1 290.43 0.7% 5.6% 34016 290.434243 1.00 | ||
| davit_large-multi 0 1 290.77 0.7% 5.4% 34260 290.773492 5.00 | ||
| dlrm 0 1 418230.56 0.1% 0.4% 7120 418230.564140 1.00 | ||
| focalnet 0 1 381.31 0.5% 3.5% 25794 381.313064 2.00 | ||
| fp16 0 1 252.71 0.1% 0.5% 1804 252.706435 0.00 | ||
| fp32 0 1 18.93 0.0% 0.3% 2182 18.931403 0.00 | ||
| llama 0 1 453.97 11.5% 71.6% 28442 453.966564 1.00 | ||
| reformer 0 1 55.60 0.0% 0.2% 25420 55.599417 1.00 | ||
| regnet_y_128gf 0 1 78.11 0.9% 6.5% 31570 78.106848 2.00 | ||
| resnet152 0 1 637.53 0.8% 5.9% 35958 637.529996 1.00 | ||
| resnet152-multi 0 1 638.26 0.7% 5.6% 35422 638.255791 5.00 | ||
| resnet50 0 1 1013.93 1.6% 12.6% 4746 1013.930919 1.00 | ||
| rwkv 1 1 NaN NaN NaN 1574 NaN 1.00 | ||
| stargan 0 1 38.18 3.0% 22.9% 37442 38.177830 1.00 | ||
| super-slomo 0 1 41.83 1.2% 9.6% 33816 41.828308 1.00 | ||
| t5 0 1 46.26 0.6% 4.3% 35460 46.264485 2.00 | ||
| tf32 0 1 133.34 0.0% 0.4% 2182 133.344138 0.00 | ||
| whisper 0 1 214.83 0.1% 0.5% 36740 214.828130 1.00 | ||
| Scores | ||
| ------ | ||
| Failure rate: 3.70% (FAIL) | ||
| Score: 245.06 | ||
| ``` |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,38 @@ | ||
| ``` | ||
| ================= | ||
| Benchmark results | ||
| ================= | ||
| fail n perf sem% std% peak_memory score weight | ||
| bert-fp16 0 3 150.27 0.1% 0.7% 24616 300.011282 0.00 | ||
| bert-fp32 0 3 27.25 0.2% 2.2% 31580 54.455513 0.00 | ||
| bert-tf32 0 3 115.27 0.1% 1.2% 31582 230.122251 0.00 | ||
| bert-tf32-fp16 0 3 149.22 0.1% 0.8% 24616 297.987446 3.00 | ||
| bf16 0 3 268.52 0.2% 2.9% 1804 536.612601 0.00 | ||
| convnext_large-fp16 0 3 306.17 1.2% 11.5% 27478 614.515028 0.00 | ||
| convnext_large-fp32 0 3 42.77 1.3% 12.8% 49598 85.028380 0.00 | ||
| convnext_large-tf32 0 3 124.43 2.3% 21.7% 49598 249.263266 0.00 | ||
| convnext_large-tf32-fp16 0 3 308.44 1.2% 11.3% 27478 616.772433 3.00 | ||
| davit_large 0 3 291.78 0.4% 5.9% 34016 583.029676 1.00 | ||
| davit_large-multi 0 2 431.63 3.0% 32.8% 37565 431.631903 5.00 | ||
| dlrm 0 2 461813.93 1.6% 17.0% 7120 461813.929762 1.00 | ||
| focalnet 0 3 378.80 0.5% 6.2% 26078 760.320817 2.00 | ||
| fp16 0 3 252.99 0.1% 1.3% 1804 506.831795 0.00 | ||
| fp32 0 3 18.95 0.1% 1.3% 2182 37.869296 0.00 | ||
| llama 0 3 471.88 7.1% 77.6% 28442 921.048609 1.00 | ||
| reformer 0 3 55.41 0.2% 2.6% 25420 110.828259 1.00 | ||
| regnet_y_128gf 0 3 78.30 0.6% 7.9% 31570 156.621543 2.00 | ||
| resnet152 0 3 633.17 0.5% 6.7% 35443 1265.788254 1.00 | ||
| resnet152-multi 0 2 946.21 3.1% 34.0% 43101 946.214334 5.00 | ||
| resnet50 0 3 992.36 1.2% 16.3% 4746 1983.133170 1.00 | ||
| rwkv 3 3 NaN NaN NaN 1574 NaN 1.00 | ||
| stargan 0 3 38.04 2.0% 27.0% 37442 75.945645 1.00 | ||
| super-slomo 0 3 41.08 0.6% 8.5% 33816 82.433797 1.00 | ||
| t5 0 3 46.30 0.3% 4.3% 35460 92.612285 2.00 | ||
| tf32 0 3 132.81 0.1% 1.3% 2182 265.201409 0.00 | ||
| whisper 0 3 214.88 0.1% 1.4% 36740 428.640005 1.00 | ||
| Scores | ||
| ------ | ||
| Failure rate: 3.85% (FAIL) | ||
| Score: 427.84 | ||
| ``` |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| ``` | ||
| ================= | ||
| Benchmark results | ||
| ================= | ||
| fail n perf sem% std% peak_memory score weight | ||
| bert-fp16 0 1 154.48 0.0% 0.3% 24616 154.483482 0.00 | ||
| bert-fp32 0 1 28.06 0.1% 0.5% 31580 28.060602 0.00 | ||
| bert-tf32 0 1 116.74 0.3% 1.5% 31582 116.735928 0.00 | ||
| bert-tf32-fp16 0 1 150.69 0.1% 0.3% 24616 150.688708 3.00 | ||
| bf16 0 1 271.78 0.1% 1.1% 1804 271.778801 0.00 | ||
| convnext_large-fp16 0 1 308.86 1.6% 8.6% 27478 308.861596 0.00 | ||
| convnext_large-fp32 0 1 43.02 2.2% 11.8% 49598 43.022425 0.00 | ||
| convnext_large-tf32 0 1 124.52 3.8% 20.4% 49598 124.522512 0.00 | ||
| convnext_large-tf32-fp16 0 1 309.11 1.6% 8.5% 27478 309.106568 3.00 | ||
| davit_large 0 1 291.05 0.7% 5.5% 34016 291.052985 1.00 | ||
| davit_large-multi 0 1 293.28 0.7% 5.2% 34260 293.275288 5.00 | ||
| dlrm 0 1 418797.28 0.1% 0.6% 7120 418797.282781 1.00 | ||
| focalnet 0 1 380.78 0.4% 3.4% 26112 380.781357 2.00 | ||
| fp16 0 1 252.23 0.1% 0.9% 1804 252.232285 0.00 | ||
| fp32 0 1 19.17 0.0% 0.2% 2182 19.167969 0.00 | ||
| llama 0 1 459.81 11.3% 70.7% 28442 459.812667 1.00 | ||
| opt-1_3b 1 1 NaN NaN NaN -1 NaN 5.00 | ||
| opt-6_7b 1 1 NaN NaN NaN 1534 NaN 5.00 | ||
| reformer 0 1 56.47 0.1% 0.5% 25420 56.474529 1.00 | ||
| regnet_y_128gf 0 1 78.29 1.0% 7.6% 31570 78.291422 2.00 | ||
| resnet152 0 1 643.39 0.8% 6.0% 35464 643.386597 1.00 | ||
| resnet152-multi 0 1 650.24 0.7% 5.4% 35478 650.239930 5.00 | ||
| resnet50 0 1 1001.67 1.7% 13.0% 4746 1001.666359 1.00 | ||
| rwkv 1 1 NaN NaN NaN -1 NaN 1.00 | ||
| stargan 0 1 37.97 2.9% 21.9% 37442 37.973348 1.00 | ||
| super-slomo 0 1 41.49 1.1% 8.6% 33816 41.492501 1.00 | ||
| t5 0 1 46.10 0.5% 3.6% 35460 46.097973 2.00 | ||
| tf32 0 1 133.58 0.0% 0.4% 2182 133.575008 0.00 | ||
| whisper 0 1 215.00 0.1% 0.4% 36740 215.000159 1.00 | ||
| Scores | ||
| ------ | ||
| Failure rate: 10.34% (FAIL) | ||
| Score: 66.37 | ||
| ``` |
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