Yuxin Fang (方羽新) Yuxin-CV
🎯
rwightman
/ bench_by_infer.csv
Created
March 6, 2021 06:22
PyTorch Bench (1.8, 1.7.1, NGC 21.02, NGC 20.12)
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| model | gpu | env | cl | infer_samples_per_sec | infer_step_time | infer_batch_size | train_samples_per_sec | train_step_time | train_batch_size | param_count | img_size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| efficientnet_b0 | rtx3090 | ngc2102 | True | 7179.22 | 0.139 | 512 | 1628.51 | 0.609 | 256 | 5.29 | 224 | |
| efficientnet_b0 | rtx3090 | ngc2012 | True | 6527.77 | 0.153 | 512 | 1504.58 | 0.654 | 256 | 5.29 | 224 | |
| efficientnet_b0 | v100_32 | ngc2102 | True | 6496.56 | 0.154 | 512 | 1556.66 | 0.638 | 512 | 5.29 | 224 | |
| efficientnet_b0 | rtx3090 | 1.7.1cu11.0 | True | 6020.3 | 0.166 | 512 | 1266.03 | 0.785 | 512 | 5.29 | 224 | |
| efficientnet_b0 | rtx3090 | 1.8cu11.1 | True | 5979.7 | 0.167 | 512 | 1286.76 | 0.775 | 512 | 5.29 | 224 | |
| efficientnet_b0 | v100_32 | ngc2012 | True | 5666.05 | 0.176 | 512 | 1459.05 | 0.676 | 512 | 5.29 | 224 | |
| efficientnet_b0 | v100_32 | 1.8cu11.1 | True | 5529.09 | 0.181 | 512 | 1444.02 | 0.688 | 512 | 5.29 | 224 | |
| efficientnet_b0 | v100_32 | 1.7.1cu11.0 | True | 5526.07 | 0.181 | 512 | 1425.38 | 0.691 | 512 | 5.29 | 224 | |
| efficientnet_b0 | titanrtx | ngc2102 | True | 5118.38 | 0.195 | 512 | 1156.83 | 0.862 | 512 | 5.29 | 224 |