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Resources.txt
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https://colab.research.google.com/github/smartgeometry-ucl/dl4g/blob/master/gan.ipynb#scrollTo=nr7hnWs4c1Sw
Which to use tensorflow or pytorch?
Do you use CUDA?
- Tweak optimizers
- Learning rate
- Add to model size/ decrease model size
# Fix resizing issue
https://discuss.pytorch.org/t/runtimeerror-stack-expects-each-tensor-to-be-equal-size-but-got-3-224-224-at-entry-0-and-3-224-336-at-entry-3/87211/6
# image coloring
https://stackoverflow.com/questions/62795645/what-does-it-mean-for-the-shape-of-an-image-tensor-to-be-64-64-does-that-mea
# cuda
run vsc as administrator
download cuda version 1.16: https://developer.nvidia.com/cuda-11-6-0-download-archive?target_os=Windows&target_arch=x86_64
pip uninstall torch
pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
pretrained models and datasets used: https://s3.console.aws.amazon.com/s3/buckets/olivers-image-gen-bucket
https://github.com/universome/alis #landscape images