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zhreshold force mxnet>=1.3.0, replace load_params with load_parameters (#398)
* force mxnet>=1.3.0, replace load_params with load_parameters

* fix pylint
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README.md W-gan (#272) Aug 30, 2018
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lsun.py W-gan (#272) Aug 30, 2018
train_wgan.py force mxnet>=1.3.0, replace load_params with load_parameters (#398) Oct 16, 2018

README.md

Reproducing LSUN experiments

Download LSUN dataset

cd ../../../scripts/datasets/
python lsun.py -c bedroom

Monitoring -loss D values during training

pip install mxboard
tensorboard --logdir=./logs --host=127.0.0.1 --port=8888

Details about mxboard is in mxboard

With DCGAN:

python train_wgan.py --dataset lsun --dataroot [lsun-train-folder] --cuda

With MLP:

python main.py --mlp_G --ngf 512

Generate fake samples after 400000 epoch

gensample

Plot the value -Loss_D

lossD

References

"Wasserstein GAN"