Created by: littletomatodonkey
Add Fleet training to support multi-machine training process.
model | strategy | device num | GPU num/device | training time | COCO bbox mAP | acceleration ratio |
---|---|---|---|---|---|---|
Faster RCNN R50_vd FPN | 1x | 1 | 4 | 15.1h | 38.3% | - |
Faster RCNN R50_vd FPN | 1x | 2 | 4 | 9.8h | 38.2% | 76% |
Faster RCNN R50_vd FPN | 1x | 1 | 8 | 8.6h | 38.2% | - |
Faster RCNN R50_vd FPN | 1x | 2 | 8 | 5.1h | 38.0% | 84% |