mila-iqia / milabench

Repository of machine learning benchmarks
https://milabench.readthedocs.io
MIT License
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Phase lock #228

Closed Delaunay closed 2 months ago

Delaunay commented 2 months ago
=================
Benchmark results
=================
bench                          | fail |   n |       perf |   sem% |   std% | peak_memory |      score | weight
brax                           |    0 |   1 |  724034.46 |   0.5% |   4.2% |        6448 |  724034.46 |   1.00
dlrm                           |    0 |   1 |  389259.69 |   0.7% |   5.3% |        7624 |  389259.69 |   1.00
bf16                           |    0 |   8 |     293.38 |   0.3% |   7.2% |        5688 |    2362.93 |   0.00
fp16                           |    0 |   8 |     290.09 |   0.2% |   4.3% |        5688 |    2330.33 |   0.00
fp32                           |    0 |   8 |      19.13 |   0.0% |   0.8% |        6066 |     153.18 |   0.00
tf32                           |    0 |   8 |     146.85 |   0.2% |   4.5% |        6066 |    1179.77 |   0.00
bert-fp16                      |    0 |   8 |     161.63 |   0.9% |  13.5% |         nan |    1322.86 |   0.00
bert-fp32                      |    0 |   8 |      40.11 |   0.5% |   8.2% |       35464 |     325.34 |   0.00
bert-tf32                      |    0 |   8 |     130.62 |   0.9% |  13.5% |        1504 |    1068.94 |   0.00
bert-tf32-fp16                 |    0 |   8 |     161.43 |   0.9% |  14.4% |         nan |    1323.11 |   3.00
reformer                       |    0 |   8 |      62.26 |   0.3% |   5.9% |       29304 |     501.64 |   1.00
t5                             |    0 |   8 |      51.27 |   0.4% |   9.8% |        5462 |     414.95 |   2.00
whisper                        |    0 |   8 |     162.55 |   2.3% |  51.4% |       36724 |    1305.80 |   1.00
llama                          |    0 |   8 |     471.59 |   4.5% |  80.5% |       32326 |    3580.15 |   1.00
opt-1_3b                       |    0 |   1 |      30.24 |   1.3% |   6.7% |       41854 |      30.24 |   5.00
opt-6_7b                       |    0 |   1 |      13.64 |   0.0% |   0.2% |       55202 |      13.64 |   5.00
stargan                        |    0 |   8 |      53.89 |   2.4% |  52.8% |       40710 |     432.30 |   1.00
super-slomo                    |    0 |   8 |      31.33 |   2.6% |  56.3% |       69972 |     250.82 |   1.00
davit_large                    |    0 |   8 |     322.84 |   0.6% |  13.4% |       34118 |    2614.22 |   1.00
davit_large-multi              |    0 |   1 |    2187.11 |   2.1% |  16.7% |         nan |    2187.11 |   5.00
focalnet                       |    0 |   8 |     376.81 |   0.7% |  15.5% |       27464 |    3052.06 |   2.00
resnet152                      |    0 |   8 |     519.42 |   0.9% |  21.6% |       31216 |    4196.06 |   1.00
resnet152-multi                |    0 |   1 |    3490.39 |   3.5% |  27.7% |         nan |    3490.39 |   5.00
convnext_large-fp16            |    0 |   8 |     306.49 |   2.1% |  32.5% |       31292 |    2503.00 |   0.00
convnext_large-fp32            |    0 |   8 |      60.60 |   0.8% |  12.6% |       51200 |     495.10 |   0.00
convnext_large-tf32            |    0 |   8 |     158.14 |   0.9% |  14.6% |       53566 |    1296.65 |   0.00
convnext_large-tf32-fp16       |    0 |   8 |     315.07 |   1.9% |  29.4% |       31292 |    2574.94 |   3.00
regnet_y_128gf                 |    0 |   8 |     115.83 |   0.5% |  10.1% |       35514 |     937.53 |   2.00
resnet152-ddp                  |    0 |   1 |    4305.36 |   4.3% |  32.4% |       31740 |    4305.36 |   0.00
resnet50                       |    0 |   8 |     906.21 |   2.4% |  52.1% |       14686 |    7311.99 |   1.00
resnet50-noio                  |    0 |   8 |    1161.23 |   0.3% |   7.3% |       31350 |    9370.68 |   0.00

Scores
------
Failure rate:       0.00% (PASS)
Score:             802.90