James Betker aa0305def9 Resnet discriminator overhaul ... It's been a tough day figuring out WTH is going on with my discriminators. It appears the raw FixUp discriminator can get into an "defective" state where they stop trying to learn and just predict as close to "0" D_fake and D_real as possible. In this state they provide no feedback to the generator and never recover. Adding batch norm back in seems to fix this so it must be some sort of parameterization error.. Should look into fixing this in the future.		2020-05-06 17:27:30 -06:00
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archs	Resnet discriminator overhaul	2020-05-06 17:27:30 -06:00
__init__.py	Implement downsample GAN	2020-04-24 00:00:46 -06:00
base_model.py	Enable AMP optimizations & write sample train images to folder.	2020-04-21 16:28:06 -06:00
loss.py	mmsr	2019-08-23 21:42:47 +08:00
lr_scheduler.py	mmsr	2019-08-23 21:42:47 +08:00
networks.py	Resnet discriminator overhaul	2020-05-06 17:27:30 -06:00
SR_model.py	Support inference across batches, support inference on cpu, checkpoint	2020-05-04 08:48:25 -06:00
SRGAN_model.py	Fix up OOM issues when running a disjoint D update ratio and megabatches	2020-05-06 17:25:25 -06:00
Video_base_model.py	mmsr	2019-08-23 21:42:47 +08:00