Mmdetection: error about test.py

[nuist-xinyu]

when i run test.py show this error
could you please tell me how to solve it？thanks
writing results to ./result/result_12.pkl Starting evaluate bbox Traceback (most recent call last): File "tools/test.py", line 200, in main() File "tools/test.py", line 188, in main coco_eval(result_files, eval_types, dataset.coco) File "/home/xinyu/mmdetection/mmdet/core/evaluation/coco_utils.py", line 26, in coco_eval result_file = result_files[res_type] KeyError: 'bbox

[hellock]

You need to provide some information such as the running command.

[nuist-xinyu]

You need to provide some information such as the running command.
python tools/test.py configs/ga_rpn_x101_32x4d_fpn_1x.py epoch_12.pth --out ./result/result_12.pkl --eval bbox
loading annotations into memory...
Done (t=0.03s)
creating index...
index created!
[ ] 0/1146, elapsed: 0s, ETA:THCudaCheck FAIL file=/pytorch/aten/src/THC/THCGeneral.cpp line=383 error=11 : invalid argument
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writing results to ./result/result_12.pkl
Starting evaluate bbox
Traceback (most recent call last):
File "tools/test.py", line 200, in
main()
File "tools/test.py", line 188, in main
coco_eval(result_files, eval_types, dataset.coco)
File "/home/xinyu/mmdetection/mmdet/core/evaluation/coco_utils.py", line 26, in coco_eval
result_file = result_files[res_type]
KeyError: 'bbox'

[yhcao6]

Could you run the evaluation using command

python tools/test.py configs/ga_rpn_x101_32x4d_fpn_1x.py epoch_12.pth --out ./result/result_12.pkl --eval proposal_fast

again? RPN testing currently not support eval type bbox.

[nuist-xinyu]

epoch = 12
AR@100 = 0.1289
AR@300 = 0.1746
AR@1000 = 0.2190
thanks your reply,but why no AP?

[nuist-xinyu]

Could you run the evaluation using command

python tools/test.py configs/ga_rpn_x101_32x4d_fpn_1x.py epoch_12.pth --out ./result/result_12.pkl --eval proposal_fast

again? RPN testing currently not support eval type bbox.

epoch = 12
AR@100 = 0.1289
AR@300 = 0.1746
AR@1000 = 0.2190
thanks your reply,but why no AP?

[yhcao6]

If you want AP, you can use
python tools/test.py configs/ga_rpn_x101_32x4d_fpn_1x.py epoch_12.pth --out ./result/result_12.pkl --eval proposal
But the speed may be very slow.

[hellock]

To evaluate the performance of proposals, usually we just use AR as the metric. AP is the evaluation metric for detection results, but GA-RPN is an alternative to RPN, not a detector.

[nuist-xinyu]

If you want AP, you can use
python tools/test.py configs/ga_rpn_x101_32x4d_fpn_1x.py epoch_12.pth --out ./result/result_12.pkl --eval proposal
But the speed may be very slow.

thank you

[nuist-xinyu]

To evaluate the performance of proposals, usually we just use AR as the metric. AP is the evaluation metric for detection results, but GA-RPN is an alternative to RPN, not a detector.

wow thank you solve my question
best wish for you

[BangguWu]

What the --out means? how to get the result.pkl file?