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I can not get the same results in split 1 and shot 10? I just have one gpu 3090.

Open kike-0304 opened this issue 2 years ago • 4 comments

I just have one gpu 3090. And I do not change config, like lr and batchsize, how can I get the same result with paper? My nAP50 = 60.8 (paper = 63.4) final model (http://dl.yf.io/fs-det/model/) datasets (http://dl.yf.io/fs-det/datasets/vocsplit/*.txt)

kike-0304 avatar Apr 09 '22 04:04 kike-0304

Hello, how did you compile the code on the 3090 using cuda 11.0.

qindengda avatar May 15 '22 07:05 qindengda

Hello, how did you compile the code on the 3090 using cuda 11.0.

I can not compile the code on the 3090, but you can run it with detectron2.

kike-0304 avatar May 16 '22 08:05 kike-0304

Hello, how did you compile the code on the 3090 using cuda 11.0.

I can not compile the code on the 3090, but you can run it with detectron2.

I have reproduced the same results, I think there are several reasons:

  • the best model is not the final results, you can try some other checkpoints saved by different steps.
  • try 2 GPUs or more, I have tried, and the results with a single GPU are pretty lower than multi GPUs (61 -> 64).

I use the official compilation, not the detectron2 provided by the author.

RuoyuChen10 avatar Aug 18 '22 03:08 RuoyuChen10

收到,谢谢!

qindengda avatar Aug 18 '22 03:08 qindengda