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total train time

Open Chopper-leey opened this issue 5 years ago • 1 comments

hello! thanks for your code~~Could you tell me how long you've been training the whole network?And how many GPU you use to run it? I think that the network is too large that maybe I cannot run it. I haven't run it yet.Looking forward to your reply!thanks!

Chopper-leey avatar Sep 10 '19 07:09 Chopper-leey

Hello. Thank you for your interest in our code.

When training, the GPU consumption was about 12GB, and it took about 3~4 days for training.

I think you would need a GPU larger than 12GB for training a model. We used Nvidia TITAN X to train our model.

If your GPU is not large enough to run the code, I would like to suggest to reduce the size of the FC layers from 512 to 256 or 128.

Best regards,

Dong-JinKim avatar Sep 10 '19 07:09 Dong-JinKim