v0.3.1

• 🚀 Speed up metric computation with JAX (CPU) (in function utils.metrics.components.get_perimeter)
• ✨ Allow no truncation trick (default)
• 🐛 Fix bug in unit test tests/utils/test_configs.py that didn't restore sys.argv (causing bug in some other tests)

v0.3.0

• ✨ Add 10/12 indicators from Rongier, in 2D and 3D + Wasserstein distances as metrics (in utils/metrics/)
• ✨ Allow early stopping based on the absolute sum of the losses in training (which is now wandb log)
• ✨ Truncated input trick (in utils/sagan/trainer.py and apps/test.py)

v0.2.3

• ✨ Allow attention layer at every layer in utils/sagan/modules.py
• ✨ Allow more resolution: 32, 64, 128, 256 (further resolution can be added very easily)
• 🚸 Add coloured logs in apps/train.py

v0.2.2

• ✨ Add seed to control more the randomness (config.seed)
• ✨ Add possibility to start EMA for generator training after some steps (configs.ema_start_step)
• ✨ Add custom initialization for utils/sagan/modules.py: orthogonal, normal and glorot (orthogonal especially is used by BigGAN architecture)

v0.2.1

• ✨ Add optional EMA for generator in utils/sagan/trainer
• ✨ Add full_values parameter in utils/sagan/modules. If False, attention behaviour is similar to BigGAN (except that convolution layers have biaises)
• 🚀 Speed trainer test (in tests/utils/sagan/test_trainer.py) and remove pre-trained networks that was only used for tests
• ✅ Improve coverage to 99% in utils

v0.2.0

• ✨ Add test script to visualize generated images from pre-trained generator in apps/test.py
• ♻️ Refactor apps/train.py and utils/sagan/trainer.py to improve clarity and pylint score
• ✨ Add general training utilities in utils/train

v0.1.0

First release 🎉

• 📝 Add complete readme
• 🍱 Add third party license (GANSim) and 📝 mention source repository for sagan code

v0.0.2

• 🐛 Fix configs merging with wandb sweep in apps/train.py
• 🚀 Pylint workflow no longer needs to install requirements.txt
• 🐛 Fix type hint list[...] -> List[...] to be compatible with Python3.8+ in utils/sagan/modules.py
• ✨ Add tests/basic_checks.sh to run some checks before push/PR

v0.0.1

🎉 Initial commit

• Unconditional SAGAN
• Wandb integration