DL-Art-School/codes/models/archs
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
..
dcn
__init__.py
arch_util.py Remover fixup code from arch_util 2020-04-29 15:17:43 -06:00
discriminator_vgg_arch.py Support skip connections in vgg arch discriminator. 2020-05-06 17:24:34 -06:00
DiscriminatorResnet_arch_passthrough.py Resnet discriminator overhaul 2020-05-06 17:27:30 -06:00
DiscriminatorResnet_arch.py Fixup upconv for the next attempt! 2020-05-01 19:56:14 -06:00
DUF_arch.py
EDVR_arch.py
FlatProcessorNet_arch.py Add more batch norms to FlatProcessorNet_arch 2020-04-30 11:47:21 -06:00
FlatProcessorNetNew_arch.py Full resnet corrupt, no BN 2020-04-30 19:17:30 -06:00
HighToLowResNet.py Misc changes 2020-04-28 11:50:16 -06:00
ResGen_arch.py Fix up OOM issues when running a disjoint D update ratio and megabatches 2020-05-06 17:25:25 -06:00
RRDBNet_arch.py Fixup upconv for the next attempt! 2020-05-01 19:56:14 -06:00
RRDBNetXL_arch.py Add support for passthrough disc/gen 2020-05-04 14:01:43 -06:00
SRResNet_arch.py
TOF_arch.py