Commit Graph

7 Commits

Author SHA1 Message Date
James Betker
96d66f51c5 Update requirements 2020-08-03 16:57:56 -06:00
James Betker
e6e91a1d75 Add SRG4
Back to the idea that maybe what we need is a hybrid
approach between pure switches and RDB.
2020-07-24 20:32:49 -06:00
James Betker
45a900fafe Misc 2020-06-18 11:28:55 -06:00
James Betker
ae3301c0ea SwitchedRRDB work
Renames AttentiveRRDB to SwitchedRRDB. Moves SwitchedConv to
an external repo (neonbjb/switchedconv). Switchs RDB blocks instead
of conv blocks. Works good!
2020-06-08 08:47:34 -06:00
James Betker
44b89330c2 Support inference across batches, support inference on cpu, checkpoint
This is a checkpoint of a set of long tests with reduced-complexity networks. Some takeaways:
1) A full GAN using the resnet discriminator does appear to converge, but the quality is capped.
2) Likewise, a combination GAN/feature loss does not converge. The feature loss is optimized but
    the model appears unable to fight the discriminator, so the G-loss steadily increases.

Going forwards, I want to try some bigger models. In particular, I want to change the generator
to increase complexity and capacity. I also want to add skip connections between the
disc and generator.
2020-05-04 08:48:25 -06:00
James Betker
a5188bb7ca Remover fixup code from arch_util
Going into it's own arch.
2020-04-29 15:17:43 -06:00
James Betker
35a421f6ad Add IDEA Project 2020-04-21 16:28:21 -06:00