Mmgen

Fix bugs and Improvements

- Fix SiLU activation (447)
- Support Perceptual Loss (471)
- Fix tensor and index aren't on the same device error (476)

Highlights

- Complete readme of StyleGAN-Ada (391)

Fix bugs and Improvements

- Update limitation of MMCV's version (397)
- Add Circle CI (431)
- Update Chinese readme for `application.md` (425)

Fix bugs and Improvements

- Support train_dataloader, val_dataloader and test_dataloader settings (281)
- Fix ada typo (283)
- Add chinese application tutorial (284)
- Add chinese document of ddp training (286)

Highlights

- Support training of StyleGANv3 (275, 277)
- Support adaptive discriminator augmentation (276)

New Features

- Support passing training arguments in static unconditional gan (275)
- Support dynamic EMA, now you can define momentum updating policy (261)
- Add multi machine distribute train (267)

Fix bugs and Improvements

- Add brief installation steps in README (270)
- Support random seed for distributed sampler (271)
- Use hyphen for command line args in apps (273)

Highlights

- Support StyleGANv3 (247, 253, 258)
- Support StyleCLIP (236)

New Features

- Support training on CPU (238)
- Speed up training (231)

Fix bugs and Improvements

- Fix bug in non-distributed training/testing (239)
- Fix typos and invalid links (221, 226, 228, 244, 249)
- Add part of Chinese documentation (250, 257)

Highlights

- Support BigGAN style's Spectral Norm and update BigGAN with best FID and IS (159)
- Support import projected latent and export video in interpolation (167)
- Support Improved-DDPM model (205)
- One face editing application build upon MMGen is released

New Features

- Support evaluation in distributed mode (151)
- Support `presistent_work` in validation dataloader (179)
- Support dockerfile (200)
- Support `mim` (176)

Fix bugs and Improvements

- Fix bug in SinGAN dataset (192)
- Fix SAGAN, SNGAN and BigGAN's default `sn_style` (199, 213)