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About loss_ts, loss_corr

Open MIYU8305 opened this issue 1 year ago • 1 comments

I did bash tools/dist_train.sh
configs/discobox/discobox_solov2_r50_fpn_3x.py 2

I got message as below 2022-09-19 00:46:25,659 - mmdet - INFO - Epoch [1][50/29317] lr: 3.425e-04, eta: 35 days, 8:29:59, time: 2.894, data_time: 1.802, memory: 3714, loss_ins: 1.1359, loss_ts: 0.0000, loss_cate: 0.9793, loss_corr: 0.0000, loss: 2.1152, grad_norm: 11.1556 2022-09-19 00:47:05,600 - mmdet - INFO - Epoch [1][100/29317] lr: 5.900e-04, eta: 22 days, 13:17:57, time: 0.799, data_time: 0.058, memory: 3714, loss_ins: 1.1685, loss_ts: 0.0000, loss_cate: 0.8634, loss_corr: 0.0000, loss: 2.0319, grad_norm: 9.6288 2022-09-19 00:47:46,070 - mmdet - INFO - Epoch [1][150/29317] lr: 8.376e-04, eta: 18 days, 7:56:31, time: 0.809, data_time: 0.049, memory: 3714, loss_ins: 1.0841, loss_ts: 0.0000, loss_cate: 0.8087, loss_corr: 0.0000, loss: 1.8928, grad_norm: 9.4327 2022-09-19 00:48:24,677 - mmdet - INFO - Epoch [1][200/29317] lr: 1.085e-03, eta: 16 days, 2:30:51, time: 0.772, data_time: 0.043, memory: 3714, loss_ins: 1.1373, loss_ts: 0.0000, loss_cate: 0.8160, loss_corr: 0.0000, loss: 1.9532, grad_norm: 8.7715

loss_ts, loss_corr are 0.

It seems it is problem, I can not get any loss from loss_ts, loss_corr. What should I do?

MIYU8305 avatar Sep 19 '22 00:09 MIYU8305

Hi @MIYU8305 ,

The loss_ts, loss_corr won't be turned on util the warmup is finished. FYI, I suggest that you remove loss_corr part in the config file for the new dataset. In that case, you might need less training time, and less hyper-parameter tuning work.

Best,

Shiyi

voidrank avatar Sep 19 '22 19:09 voidrank