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self-supervised-sketch-to-image-synthesis-pytorch's Issues

12000.pth

hi, i make an error : [Errno 2] No such file or directory: 'pretrained/models/12000.pth'

where should i find it?

PRETRAINED_AE_ITER = 12000 in config.py

pretrain models of TOM

Hi!
Can you release the pre training model of Tom? During the training, I found that my Tom model could not achieve the good results in the paper.
thanks a lot!

pretrained model

Hello, your creative work is very interesting!
Have you released pre-trained models? I expect to get your pretrained model. thanks a lot.
Looking forward to your recovery!

some trouble in debug

Hello, There are some matters when I try to train the Sketch-to-image model with your code.
At line 22 of the file "train_step_2_gan.py", I couldn't find the file "generate_matrix".I found the function with the same name in the other two files in the folder "evaluate". I don't know which is the right.

Cuda out of memory when train AE model

Hi,

Thanks for your awesome work, i am trying to reproduce your result currently but encounter some issues.
I keep getting cuda out of memory error when execute train_step_1_ae.py.

My setting is

gpu: 1080ti (11.441MiB memory)
batch size: 2
image size: 512

Moreover, i change the DepthwiseConv2d in ResBlkG to nn.Conv2d because i can not correclty install torch_dwconv, i am not sure whether it has great influence or not.

I saw that you mention in the other issue that we can easily reproduce the result by single GPU. I am not sure where i might be wrong. Can you help me ?

Pretrained models

Are pretrained models available? Can you upload them to Google drive?Thanks!

generating images

Hello! I'm having some issues with generating images using the model. You said that there is a code for sketch-to-image in folder "evaluate", but I didn't find it, which code should I use to generate the image? Thanks!

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