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Dino #238

Merged
merged 11 commits into from
Jul 26, 2024
Merged

Dino #238

merged 11 commits into from
Jul 26, 2024

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Delaunay
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@Delaunay
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Delaunay commented Jul 26, 2024

bench                          | fail |   n |       perf |   sem% |   std% | peak_memory |      score | weight
brax                           |    0 |   1 |  726424.71 |   0.1% |   0.4% |        2676 |  726424.71 |   1.00
diffusion-gpus                 |    0 |   1 |     118.01 |   1.8% |  13.5% |       57810 |     118.01 |   0.00
dinov2-giant-gpus              |    0 |   1 |     447.20 |   0.3% |   2.2% |       69994 |     447.20 |   0.00
dlrm                           |    0 |   1 |  382314.73 |   0.5% |   3.9% |        3724 |  382314.73 |   1.00
bf16                           |    0 |   8 |     294.05 |   0.2% |   6.0% |        1788 |    2365.77 |   0.00
fp16                           |    0 |   8 |     289.46 |   0.1% |   3.8% |        1788 |    2323.81 |   0.00
fp32                           |    0 |   8 |      19.15 |   0.0% |   0.7% |        2166 |     153.27 |   0.00
tf32                           |    0 |   8 |     146.58 |   0.2% |   4.1% |        2166 |    1177.13 |   0.00
bert-fp16                      |    0 |   8 |     263.64 |   1.0% |  15.6% |         nan |    2164.30 |   0.00
bert-fp32                      |    0 |   8 |      44.82 |   0.6% |   9.7% |       21170 |     364.53 |   0.00
bert-tf32                      |    0 |   8 |     141.90 |   0.9% |  14.3% |        1764 |    1162.72 |   0.00
bert-tf32-fp16                 |    0 |   8 |     262.89 |   1.0% |  16.2% |         nan |    2158.56 |   3.00
reformer                       |    0 |   8 |      62.26 |   0.3% |   5.8% |       25404 |     501.54 |   1.00
t5                             |    0 |   8 |      51.33 |   0.5% |  10.0% |       34390 |     415.54 |   2.00
whisper                        |    0 |   8 |     436.23 |   1.3% |  28.2% |        9278 |    3520.52 |   1.00
lightning                      |    0 |   8 |     184.34 |   0.8% |  18.8% |        4862 |    1490.55 |   0.00
lightning-gpus                 |    0 |   1 |    1380.08 |   2.4% |  19.2% |        5690 |    1380.08 |   0.00
llama                          |    0 |   8 |     441.05 |   4.5% |  81.7% |       27820 |    3342.22 |   1.00
opt-1_3b-gpus                  |    0 |   1 |      30.06 |   1.6% |   8.6% |       38112 |      30.06 |   5.00
opt-6_7b-gpus                  |    0 |   1 |      13.60 |   0.1% |   0.8% |       52450 |      13.60 |   5.00
stargan                        |    0 |   8 |      62.20 |   2.1% |  45.9% |       42280 |     499.02 |   1.00
super-slomo                    |    0 |   8 |      45.32 |   1.1% |  25.2% |       66072 |     365.77 |   1.00
davit_large                    |    0 |   8 |     321.24 |   0.6% |  14.3% |       30218 |    2601.63 |   1.00
davit_large-gpus               |    0 |   1 |    2217.50 |   1.6% |  12.4% |         nan |    2217.50 |   5.00
focalnet                       |    0 |   8 |     382.60 |   0.6% |  14.3% |       23566 |    3099.86 |   2.00
resnet152                      |    0 |   8 |     577.27 |   0.7% |  15.7% |       27310 |    4672.24 |   1.00
resnet152-gpus                 |    0 |   1 |    2910.45 |   2.5% |  19.6% |         nan |    2910.45 |   5.00
convnext_large-fp16            |    0 |   8 |     339.35 |   1.3% |  19.9% |       27392 |    2781.97 |   0.00
convnext_large-fp32            |    0 |   8 |      60.91 |   0.7% |  10.3% |       47300 |     495.82 |   0.00
convnext_large-tf32            |    0 |   8 |     157.84 |   0.9% |  14.6% |       49666 |    1294.13 |   0.00
convnext_large-tf32-fp16       |    0 |   8 |     343.42 |   1.2% |  18.7% |       27392 |    2815.52 |   3.00
regnet_y_128gf                 |    0 |   8 |     115.79 |   0.4% |   9.9% |       31614 |     937.16 |   2.00
resnet152-ddp-gpus             |    0 |   1 |    4298.53 |   3.6% |  27.5% |       27832 |    4298.53 |   0.00
resnet50                       |    0 |   8 |     968.64 |   2.1% |  45.6% |       14686 |    7823.46 |   1.00
resnet50-noio                  |    0 |   8 |    1161.31 |   0.3% |   7.3% |       27450 |    9372.05 |   0.00

@Delaunay Delaunay merged commit 2586e65 into mila-iqia:master Jul 26, 2024
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@Delaunay Delaunay deleted the dino branch July 26, 2024 19:26
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