James Betker
ffd069fd97
Lots of SSG work
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- Checkpointed pretty much the entire model - enabling recurrent inputs
- Added two new models for test - adding depth (again) and removing SPSR (in lieu of the new losses)
2020-10-04 20:48:08 -06:00
James Betker
aca2c7ab41
Full checkpoint-ize SSG1
2020-10-04 18:24:52 -06:00
James Betker
fc396baf1a
Move loaded_options to util
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Doesn't seem to work with python 3.6
2020-10-03 20:29:06 -06:00
James Betker
2d8e9a9d30
Options fix?
2020-10-03 20:27:12 -06:00
James Betker
e3294939b0
Revert "SSG: offer option to use BN-based attention normalization"
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Didn't work. Oh well.
This reverts commit 5cd2b37591
2020-10-03 17:54:53 -06:00
James Betker
43c6c67fd1
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-03 16:17:31 -06:00
James Betker
5cd2b37591
SSG: offer option to use BN-based attention normalization
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Not sure how this is going to work, lets try it.
2020-10-03 16:16:19 -06:00
James Betker
c896939523
Fix recursive checkpoint
2020-10-03 16:15:52 -06:00
James Betker
3cbb9ecd45
Misc
2020-10-03 16:15:42 -06:00
James Betker
35731502c3
Fix checkpoint recursion
2020-10-03 12:52:50 -06:00
James Betker
9b4ed82093
Get rid of unused convs in spsr7
2020-10-03 11:36:26 -06:00
James Betker
b2b81b13a4
Remove recursive utils import
2020-10-03 11:30:05 -06:00
James Betker
3561cc164d
Fix up fea_loss calculator (for validation)
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Not sure how this was working in regular training mode, but it
was failing in DDP.
2020-10-03 11:19:20 -06:00
James Betker
21d3bb83b2
Use tqdm reporting with validation
2020-10-03 11:16:39 -06:00
James Betker
6c9718ad64
Don't log if you aren't 0 rank
2020-10-03 11:14:13 -06:00
James Betker
922b1d76df
Don't record visuals when not on rank 0
2020-10-03 11:10:03 -06:00
James Betker
8197fd646f
Don't accumulate losses for metrics when the loss isn't a tensor
2020-10-03 11:03:55 -06:00
James Betker
19a4075e1e
Allow checkpointing to be disabled in the options file
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Also makes options a global variable for usage in utils.
2020-10-03 11:03:28 -06:00
James Betker
dd9d7b27ac
Add more sophisticated mechanism for balancing GAN losses
2020-10-02 22:53:42 -06:00
James Betker
39865ca3df
TOTAL_loss, dumbo
2020-10-02 21:06:10 -06:00
James Betker
4e44fcd655
Loss accumulator fix
2020-10-02 20:55:33 -06:00
James Betker
567b4d50a4
ExtensibleTrainer - don't compute backward when there is no loss
2020-10-02 20:54:06 -06:00
James Betker
146a9125f2
Modify geometric & translational losses so they can be used with embeddings
2020-10-02 20:40:13 -06:00
James Betker
e30a1443cd
Change sw2 refs
2020-10-02 09:01:18 -06:00
James Betker
e38716925f
Fix spsr8 class init
2020-10-02 09:00:18 -06:00
James Betker
efbf6b737b
Update validate_data to work with SingleImageDataset
2020-10-02 08:58:34 -06:00
James Betker
35469f08e2
Spsr 8
2020-10-02 08:58:15 -06:00
James Betker
c9a9e5c525
Prompt user for gpu_id if multiple gpus are detected
2020-10-01 17:24:50 -06:00
James Betker
aa4fd89018
resnext with groupnorm
2020-10-01 15:49:28 -06:00
James Betker
8beaa47933
resnext discriminator
2020-10-01 11:48:14 -06:00
James Betker
55f2764fef
Allow fixup50 to be used as a discriminator
2020-10-01 11:28:18 -06:00
James Betker
7986185fcb
Change 'mod_step' to 'every'
2020-10-01 11:28:06 -06:00
James Betker
d9ae970fd9
SSG update
2020-10-01 11:27:51 -06:00
James Betker
e3053e4e55
Exchange SpsrNet for SpsrNetSimplified
2020-09-30 17:01:04 -06:00
James Betker
66d4512029
Fix up translational equivariance loss so it's ready for prime time
2020-09-30 12:01:00 -06:00
James Betker
896b4f5be2
Revert "spsr7 adjustments"
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This reverts commit 9fee1cec71
2020-09-29 18:30:41 -06:00
James Betker
9fee1cec71
spsr7 adjustments
2020-09-29 17:19:59 -06:00
James Betker
dc8f3b24de
Don't let duplicate keys be used for injectors and losses
2020-09-29 16:59:44 -06:00
James Betker
0b5a033503
spsr7 + cleanup
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SPSR7 adds ref onto spsr6, makes more "common sense" mods.
2020-09-29 16:59:26 -06:00
James Betker
f9b83176f1
Fix bugs in extensibletrainer
2020-09-28 22:09:42 -06:00
James Betker
db52bec4ab
spsr6
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This is meant to be a variant of SPSR5 that harkens
back to the simpler earlier architectures that do not
have embeddings or ref_ inputs, but do have deep
multiplexers. It does, however, use some of the new
conjoin mechanisms.
2020-09-28 22:09:27 -06:00
James Betker
7e240f2fed
Recurrent / teco work
2020-09-28 22:06:56 -06:00
James Betker
57814f18cf
More features for multi-frame-dataset
2020-09-28 14:26:15 -06:00
James Betker
aeaf185314
Add RCAN
2020-09-27 16:00:41 -06:00
James Betker
4d29b7729e
Model arch cleanup
2020-09-27 11:18:45 -06:00
James Betker
7dff802144
Add MultiFrameDataset
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Retrieves video sequence patches rather than single images.
2020-09-27 11:13:06 -06:00
James Betker
d8c3fc9327
Fix random noise corruptor
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It was functioning as a color shift
2020-09-27 11:12:24 -06:00
James Betker
c85da79697
Move many dataset functions into a base class
2020-09-27 11:11:58 -06:00
James Betker
eb12b5f887
Misc
2020-09-26 21:27:17 -06:00
James Betker
31641d7f63
Add ImagePatchInjector and TranslationalLoss
2020-09-26 21:25:32 -06:00
