James Betker
7b60d9e0d8
Fix? cosine loss
2020-09-22 18:18:35 -06:00
James Betker
2e18c4c22d
Add CosineEmbeddingLoss to F
2020-09-22 17:10:29 -06:00
James Betker
f40beb5460
Add 'before' and 'after' defs to injections, steps and optimizers
2020-09-22 17:03:22 -06:00
James Betker
17c569ea62
Add geometric loss
2020-09-20 16:24:23 -06:00
James Betker
17dd99b29b
Fix bug with discriminator noise addition
...
It wasn't using the scale and was applying the noise to the
underlying state variable.
2020-09-20 12:00:27 -06:00
James Betker
3138f98fbc
Allow discriminator noise to be injected at the loss level, cleans up configs
2020-09-19 21:47:52 -06:00
James Betker
e9a39bfa14
Recursively detach all outputs, even if they are nested in data structures
2020-09-19 21:47:34 -06:00
James Betker
e0bd68efda
Add ImageFlowInjector
2020-09-19 10:07:00 -06:00
James Betker
9a17ade550
Some convenience adjustments to ExtensibleTrainer
2020-09-17 21:05:32 -06:00
James Betker
9963b37200
Add a new script for loading a discriminator network and using it to filter images
2020-09-17 13:30:32 -06:00
James Betker
5b85f891af
Only log the name of the first network in the total_loss training set
2020-09-12 16:07:09 -06:00
James Betker
fb595e72a4
Supporting infrastructure in ExtensibleTrainer to train spsr4
...
Need to be able to train 2 nets in one step: the backbone will be entirely separate
with its own optimizer (for an extremely low LR).
This functionality was already present, just not implemented correctly.
2020-09-11 22:57:06 -06:00
James Betker
5189b11dac
Add combined dataset for training across multiple datasets
2020-09-11 08:44:06 -06:00
James Betker
313424d7b5
Add new referencing discriminator
...
Also extend the way losses work so that you can pass
parameters into the discriminator from the config file
2020-09-10 21:35:29 -06:00
James Betker
3027e6e27d
Enable amp to be disabled
2020-09-09 10:45:59 -06:00
James Betker
c04f244802
More mods
2020-09-08 20:36:27 -06:00
James Betker
e8613041c0
Add novograd optimizer
2020-09-06 17:27:08 -06:00
James Betker
21ae135f23
Allow Novograd to be used as an optimizer
2020-09-05 16:50:13 -06:00
James Betker
0dfd8eaf3b
Support injectors that run in eval only
2020-09-05 07:59:45 -06:00
James Betker
6657a406ac
Mods needed to support training a corruptor again:
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- Allow original SPSRNet to have a specifiable block increment
- Cleanup
- Bug fixes in code that hasnt been touched in awhile.
2020-09-04 15:33:39 -06:00
James Betker
365813bde3
Add InterpolateInjector
2020-09-03 11:32:47 -06:00
James Betker
d90c96e55e
Fix greyscale injector
2020-09-02 10:29:40 -06:00
James Betker
8b52d46847
Interpreted feature loss to extensibletrainer
2020-09-02 10:08:24 -06:00
James Betker
886d59d5df
Misc fixes & adjustments
2020-09-01 07:58:11 -06:00
James Betker
4b4d08bdec
Enable testing in ExtensibleTrainer, fix it in SRGAN_model
...
Also compute fea loss for this.
2020-08-31 09:41:48 -06:00
James Betker
cbd5e7a986
Support old school crossgan in extensibletrainer
2020-08-26 17:52:35 -06:00
James Betker
a65b07607c
Reference network
2020-08-25 11:56:59 -06:00
James Betker
dffc15184d
More ExtensibleTrainer work
...
It runs now, just need to debug it to reach performance parity with SRGAN. Sweet.
2020-08-23 17:22:45 -06:00
James Betker
e59e712e39
More ExtensibleTrainer work
2020-08-22 13:08:33 -06:00
James Betker
f40545f235
ExtensibleTrainer work
2020-08-22 08:24:34 -06:00
James Betker
74cdaa2226
Some work on extensible trainer
2020-08-18 08:49:32 -06:00
James Betker
ab04ca1778
Extensible trainer (in progress)
2020-08-12 08:45:23 -06:00
