- apex:
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" --upgrade 'git+https://github.com/NVIDIA/apex'
Trained with 2080Ti
lr sched 1x
| Name | train time(s/iter) | infer time(s/im) | train mem(GB) | box AP |
|---|---|---|---|---|
| R50-FPN-V100 | 0.210 | 0.055 | 3.0 | 37.9 |
| R50-FPN | 0.312 | 0.056 | 2.893 | 37.9 |
| R50-FPN-Apex | 0.322 | 0.053 | 2.793 | 38.0 |
lr sched 1x
| Name | train time(s/iter) | infer time(s/im) | train mem(GB) | box AP |
|---|---|---|---|---|
| R50-V100 | 0.200 | 0.062 | 3.9 | 36.5 |
| R50 | 0.285 | 0.079 | 3.934 | 36.5 |
| R50-Apex | 0.248 | 0.067 | 3.275 | 36.4 |
lr sched 1x
| Name | train time(s/iter) | infer time(s/im) | train mem(GB) | box AP | mask AP |
|---|---|---|---|---|---|
| R50-V100 | 0.261 | 0.053 | 3.4 | 38.6 | 35.2 |
| R50-FPN | 0.348 | 0.063 | 3.44 | 38.5 | 35.1 |
| R50-FPN-Apex | 0.363 | 0.061 | 3.26 | 38.6 | 35.2 |