Parameter Settings at different scales about torchsemiseg

[charlesCXK]

Hi, which experiment do you mean?

[xyf159]

CPS+cutmix
I achieved the accuracy of the paper at the setting of 1/8。

[charlesCXK]

Hi, the learning rate is the same for all the experiments on VOC. Could you provide your number?

[xyf159]

CPS+cutmix on VOC , batch_size 8 , lr 0.0025, cps_weight 1 ,miou 70.2

[charlesCXK]

I can’t tell where the problem is with such limited information. Have you tried to run the experiment several times? Also, could you reproduce the result of CPS+CutMix, ResNet-101 on the 1/16 split?

[xyf159]

I have conducted two experiments. At present, all my experiments are on resnet-50, and then I will conduct experiments on resnet-101. Thank you for your reply. I will try several times more.