First Image Transltation about bdl

[liyunsheng13]

For your first question, I tried both scenarios and get similar results. Thus, you can train CycleGAN without perceptual loss. For the second one, the model is pertained with ImageNet.

[JialeTao]

For your first question, I tried both scenarios and get similar results. Thus, you can train CycleGAN without perceptual loss. For the second one, the model is pertained with ImageNet.

Thanks for quick reply! And I found it very slow to train cyclegan with perceptual loss(it may takes around a month in my situation, I mentioned this under another question ). So I'm suprised that you just spent 4 days. Did you use single GPU? or multi GPUS?

[liyunsheng13]

I use 4 gpus

[JialeTao]

I use 4 gpus

Thanks, that might be normal. The GPU I used is not compatible to teslaV100. Is it convenient for you to upload the first translation image? Anyway, It's also ok for not. While you train cyclegan with larger batchsize, is the initial learning rate you used same with standard cyclegan ?

[liyunsheng13]

You can train with less epochs. I upload the parameters I use. You can refer to it.

[JialeTao]

You can train with less epochs. I upload the parameters I use. You can refer to it.
Thanks very much! I've seen it.