28 lines
535 B
Markdown
28 lines
535 B
Markdown
|
Wasserstein GAN
|
||
|
===============
|
||
|
|
||
|
Code accompanying the paper ["Wasserstein GAN"](https://arxiv.org/abs/1701.07875)
|
||
|
|
||
|
##Prerequisites
|
||
|
|
||
|
- Computer with Linux or OSX
|
||
|
- [PyTorch](http://pytorch.org)
|
||
|
- For training, an NVIDIA GPU is strongly recommended for speed. CPU is supported but training is very slow.
|
||
|
|
||
|
|
||
|
##Reproducing LSUN experiments
|
||
|
|
||
|
**With DCGAN:**
|
||
|
|
||
|
```python
|
||
|
python main.py --dataset lsun --dataroot [lsun-train-folder] --cuda
|
||
|
```
|
||
|
|
||
|
**With MLP:**
|
||
|
|
||
|
```python
|
||
|
python main.py --mlp_G --ngf 512
|
||
|
```
|
||
|
|
||
|
More improved README in the works.
|