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| # VOC: train ResNet-50 based Faster RCNN | ||
| python -m torch.distributed.launch --nproc_per_node=1 tools/train.py --gpus 1 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r50/ --config configs/faster_rcnn/voc_faster_rcnn_r50.py | ||
| python -m torch.distributed.launch --nproc_per_node=2 tools/train.py --gpus 2 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r50/ --config configs/faster_rcnn/voc_faster_rcnn_r50.py | ||
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| # VOC: train ResNet-101 based Faster RCNN | ||
| python -m torch.distributed.launch --nproc_per_node=1 tools/train.py --gpus 1 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r101/ --config configs/faster_rcnn/voc_faster_rcnn_r101.py | ||
| python -m torch.distributed.launch --nproc_per_node=2 tools/train.py --gpus 2 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r101/ --config configs/faster_rcnn/voc_faster_rcnn_r101.py | ||
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| # KD FGFI: train student | ||
| python -m torch.distributed.launch --nproc_per_node=1 tools/train_kd.py --gpus 1 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r101-50-FGFI/ --config configs/kd_faster_rcnn/voc_stu_faster_rcnn_r50_FGFI.py --config-t configs/kd_faster_rcnn/voc_tea_faster_rcnn_r101.py --checkpoint-t /tmp/coco_output/voc_bn_r101_8x2_lr0.02/epoch_4.pth | ||
| python -m torch.distributed.launch --nproc_per_node=2 tools/train_kd.py --gpus 2 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r101-50-FGFI/ --config configs/kd_faster_rcnn/voc_stu_faster_rcnn_r50_FGFI.py --config-t configs/kd_faster_rcnn/voc_tea_faster_rcnn_r101.py --checkpoint-t /tmp/coco_output/voc_bn_r101_8x2_lr0.02/epoch_4.pth | ||
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| # KD DeFeat: train student | ||
| To be added. | ||
| python -m torch.distributed.launch --nproc_per_node=2 tools/train_kd.py --gpus 2 --launcher pytorch --validate --work-dir /tmp/coco_output/kd/r101-50-DeFeat/ --config configs/kd_faster_rcnn/voc_stu_faster_rcnn_r50_decouple_neck.py --config-t configs/kd_faster_rcnn/voc_tea_faster_rcnn_r101.py --checkpoint-t /tmp/coco_output/voc_bn_r101_8x2_lr0.02/epoch_4.pth |