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How's the ImageNet training

Open kakusikun opened this issue 6 years ago • 8 comments

I'm trying to train this model on ImageNet, but the loss seems to converge slowly after 60k iterations and the loss value is approximately 2.5.

Do you have lower loss value or the similar phenomena above? I just want to check that I train this model correctly. Thanks.

kakusikun avatar Nov 21 '17 03:11 kakusikun

Sorry for the late reply. I've trained on TinyImageNet-200 and the loss was very small after converging. On ImageNet, I stopped the training because I was very busy doing my exams. However, I think the loss should have a smaller value than 2.5. When I finish training on ImageNet, I will upload the weights ASAP.

MG2033 avatar Nov 22 '17 14:11 MG2033

The loss looks fine now and keeps decreasing. Thanks.

kakusikun avatar Nov 24 '17 00:11 kakusikun

hi what is your val_accuracy based on TinyImageNet-200?

juzhitao avatar Nov 27 '17 11:11 juzhitao

@MaKiTann Hi, how about the imagenet result ?

AojunZhou avatar Dec 21 '17 16:12 AojunZhou

@MG2033 Hi,I want to know how to train my own data set. Is there any reference code?

tensorflowt avatar May 15 '18 01:05 tensorflowt

@MaKiTann Have you trained your own data set?

tensorflowt avatar May 15 '18 01:05 tensorflowt

@MG2033 When I run your code, the following question arises: what is the reason? FileNotFoundError: [Errno 2] No such file or directory: 'weights.pkl'

tensorflowt avatar May 15 '18 02:05 tensorflowt

ASAP.

Hi, Thank you for your work. Could you please share the weights on ImageNet? Thanks again.

vba34520 avatar Mar 29 '19 04:03 vba34520