BigGAN-PyTorch
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ajbrock
The author's officially unofficial PyTorch BigGAN implementation.
I have a corpus of 80x688 images. I'd like to generate 80x688 images. How can I do this?
Hey everyone, I was exploring the landscape for text to image generation using generative adversarial networks (GANs). I was wondering if anyone has previously tried training BigGAN for generating images...
Hi, anyone can tell me how I can get BigGAN-deep pre-trained on imagenet? both generator and discriminator? Thanks, Mario
Hello, I tried training on ImageNet with the default script using 4 GPUs, and the GAN stopped training generating something like this:  All generated samples are similar grids. Am...
I used this command `python train.py --dataset I128_hdf5 --parallel --shuffle --num_workers 8 --batch_size 256 --load_in_mem --num_G_accumulations 8 --num_D_accumulations 8 --num_D_steps 1 --G_lr 1e-4 --D_lr 4e-4 --D_B2 0.999 --G_B2 0.999 --G_attn...
Why the program can run in the training, but stuck in saving weight? Saving weights to /data1/code/BigGAN-PyTorch/weights/BigGAN_I512_seed0_Gch96_Dch96_bs8_nDa8_nGa8_Glr1.0e-04_Dlr4.0e-04_Gnlinplace_relu_Dnlinplace_relu_Ginitortho_Dinitortho_Gattn64_Dattn64_Gshared_hier_ema... Saving weights to /data1/code/BigGAN-PyTorch/weights/BigGAN_I512_seed0_Gch96_Dch96_bs8_nDa8_nGa8_Glr1.0e-04_Dlr4.0e-04_Gnlinplace_relu_Dnlinplace_relu_Ginitortho_Dinitortho_Gattn64_Dattn64_Gshared_hier_ema/copy0... RuntimeError: CUDA out of memory. Tried to allocate 3.75...
I try to train on AFHQ dog and cat (so, the number of the class is set to 2)using BigGAN model, but results turn out to be collapsed. Same collapse...
Fix for Issue #71 Caused when len(self.data_source) * self.num_epochs < self.start_itr * self.batch_size. This happens once an entire pass of the dataset has occurred and then you resume training. Fix:...
Great thanks for the open-sourced models. I have encountered the following issue when trying to resume the training process. I trained the model using my own dataset, the previous training...
When I executed the sample_BigGAN_bs256x8.sh script, an ”out of memory“ error occurred. However, the weights used did not report "out of memory“errors during training.     I use...
