James Betker
98eada1e4c
More circular dependency fixes + unet fixes
2020-11-15 11:53:35 -07:00
James Betker
e587d549f7
Fix circular imports
2020-11-15 11:32:35 -07:00
James Betker
99f0cfaab5
Rework stylegan2 divergence losses
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Notably: include unet loss
2020-11-15 11:26:44 -07:00
James Betker
ea94b93a37
Fixes for unet
2020-11-15 10:38:33 -07:00
James Betker
89f56b2091
Fix another import
2020-11-14 22:10:45 -07:00
James Betker
9af049c671
Import fix for unet
2020-11-14 22:09:18 -07:00
James Betker
5cade6b874
Move stylegan2 around, bring in unet
2020-11-14 22:04:48 -07:00
James Betker
4c6b14a3f8
Allow extract_square_images to work on multiple images
2020-11-14 20:24:05 -07:00
James Betker
125cb16dce
Add a FID evaluator for stylegan with structural guidance
2020-11-14 20:16:07 -07:00
James Betker
c9258e2da3
Alter how structural guidance is given to stylegan
2020-11-14 20:15:48 -07:00
James Betker
3397c83447
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-11-14 09:30:09 -07:00
James Betker
423ee7cb90
Allow attention to be specified for stylegan2
2020-11-14 09:29:53 -07:00
James Betker
ec621c69b5
Fix train bug
2020-11-14 09:29:08 -07:00
James Betker
cdc5ac30e9
oddity
2020-11-13 20:11:57 -07:00
James Betker
f406a5dd4c
Mods to support stylegan2 in SR mode
2020-11-13 20:11:50 -07:00
James Betker
9c3d0b7560
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-11-13 20:10:47 -07:00
James Betker
67bf55495b
Allow hq_batched_key to be specified
2020-11-13 20:10:12 -07:00
James Betker
0b96811611
Fix another issue with gpu ids getting thrown all over hte place
2020-11-13 20:05:52 -07:00
James Betker
c47925ae34
New image extractor utility
2020-11-13 11:04:03 -07:00
James Betker
a07e1a7292
Add separate Evaluator module and FID evaluator
2020-11-13 11:03:54 -07:00
James Betker
080ad61be4
Add option to work with nonrandom latents
2020-11-12 21:23:50 -07:00
James Betker
566b99ca75
GP adjustments for stylegan2
2020-11-12 16:44:51 -07:00
James Betker
fc55bdb24e
Mods to how wandb are integrated
2020-11-12 15:45:25 -07:00
James Betker
44a19cd37c
ExtensibleTrainer mods to support advanced checkpointing for stylegan2
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Basically: stylegan2 makes use of gradient-based normalizers. These
make it so that I cannot use gradient checkpointing. But I love gradient
checkpointing. It makes things really, really fast and memory conscious.
So - only don't checkpoint when we run the regularizer loss. This is a
bit messy, but speeds up training by at least 20%.
Also: pytorch: please make checkpointing a first class citizen.
2020-11-12 15:45:07 -07:00
James Betker
db9e9e28a0
Fix an issue where GPU0 was always being used in non-ddp
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Frankly, I don't understand how this has ever worked. WTF.
2020-11-12 15:43:01 -07:00
James Betker
2d3449d7a5
stylegan2 in ml art school!
2020-11-12 15:42:05 -07:00
James Betker
fd97573085
Fixes
2020-11-11 21:49:06 -07:00
James Betker
88f349bdf1
Enable usage of wandb
2020-11-11 21:48:56 -07:00
James Betker
1c065c41b4
Revert "..."
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This reverts commit 4b92191880
.
2020-11-11 17:24:27 -07:00
James Betker
4b92191880
...
2020-11-11 14:12:40 -07:00
James Betker
12b57bbd03
Add residual blocks to pyramid disc
2020-11-11 13:56:45 -07:00
James Betker
b4136d766a
Back to pyramids, no rrdb
2020-11-11 13:40:24 -07:00
James Betker
42a97de756
Convert PyramidRRDBDisc to RRDBDisc
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Had numeric stability issues. This probably makes more sense anyways.
2020-11-11 12:14:14 -07:00
James Betker
72762f200c
PyramidRRDB net
2020-11-11 11:25:49 -07:00
James Betker
a1760f8969
Adapt srg2 for video
2020-11-10 16:16:41 -07:00
James Betker
b742d1e5a5
When skipping steps via "every", still run nontrainable injection points
2020-11-10 16:09:17 -07:00
James Betker
91d27372e4
rrdb with adain latent
2020-11-10 16:08:54 -07:00
James Betker
6a2fd5f7d0
Lots of new discriminator nets
2020-11-10 16:06:54 -07:00
James Betker
4e5ba61ae7
SRG2classic further re-integration
2020-11-10 16:06:14 -07:00
James Betker
9e2c96ad5d
More latent work
2020-11-07 20:38:56 -07:00
James Betker
6be6c92e5d
Fix yet ANOTHER OBO error in multi_frame_dataset
2020-11-06 20:38:34 -07:00
James Betker
0cf52ef52c
latent work
2020-11-06 20:38:23 -07:00
James Betker
34d319585c
Add srflow arch
2020-11-06 20:38:04 -07:00
James Betker
4469d2e661
More work on RRDB with latent
2020-11-05 22:13:05 -07:00
James Betker
62d3b6496b
Latent work checkpoint
2020-11-05 13:31:34 -07:00
James Betker
fd6cdba88f
RRDB with latent
2020-11-05 10:04:17 -07:00
James Betker
df47d6cbbb
More work in support of training flow networks in tandem with generators
2020-11-04 18:07:48 -07:00
James Betker
c21088e238
Fix OBO error in multi_frame_dataset
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In some datasets, this meant one frame was included in a sequence where it didn't belong. In datasets with mismatched chunk sizes, this resulted in an error.
2020-11-03 14:32:06 -07:00
James Betker
e990be0449
Improve ignore_first logic
2020-11-03 11:56:32 -07:00
James Betker
658a267bab
More work on SSIM/PSNR approximators
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- Add a network that accomodates this style of approximator while retaining structure
- Migrate to SSIM approximation
- Add a tool to visualize how these approximators are working
- Fix some issues that came up while doign this work
2020-11-03 08:09:58 -07:00
James Betker
85c545835c
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-11-02 08:48:15 -07:00
James Betker
f13fdd43ed
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-11-02 08:47:42 -07:00
James Betker
fed16abc22
Report chunking errors
2020-11-02 08:47:18 -07:00
James Betker
a51daacde2
Fix reporting of d_fake_diff for generators
2020-11-02 08:45:46 -07:00
James Betker
3676f26d94
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-31 20:55:45 -06:00
James Betker
dcfe994fee
Add standalone srg2_classic
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Trying to investigate how I was so misguided. I *thought* srg2 was considerably
better than RRDB in performance but am not actually seeing that.
2020-10-31 20:55:34 -06:00
James Betker
ea8c20c0e2
Fix bug with multiscale_dataset
2020-10-31 20:54:41 -06:00
James Betker
bb39d3efe5
Bump image corruption factor a bit
2020-10-31 20:50:24 -06:00
James Betker
eb7df63592
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-31 11:09:32 -06:00
James Betker
c2866ad8d2
Disable debugging of comparable pingpong generations
2020-10-31 11:09:10 -06:00
James Betker
7303d8c932
Add psnr approximator
2020-10-31 11:08:55 -06:00
James Betker
565517814e
Restore SRG2
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Going to try to figure out where SRG lost competitiveness to RRDB..
2020-10-30 14:01:56 -06:00
James Betker
b24ff3c88d
Fix bug that causes multiscale dataset to crash
2020-10-30 14:01:24 -06:00
James Betker
74738489b9
Fixes and additional support for progressive zoom
2020-10-30 09:59:54 -06:00
James Betker
a3918fa808
Tecogan & other fixes
2020-10-30 00:19:58 -06:00
James Betker
b316078a15
Fix tecogan_losses fp16
2020-10-29 23:02:20 -06:00
James Betker
3791f95ad0
Enable RRDB to take in reference inputs
2020-10-29 11:07:40 -06:00
James Betker
7d38381d46
Add scaling to rrdb
2020-10-29 09:48:10 -06:00
James Betker
607ff3c67c
RRDB with bypass
2020-10-29 09:39:45 -06:00
James Betker
1655b9e242
Fix fast_forward teco loss bug
2020-10-28 17:49:54 -06:00
James Betker
25b007a0f5
Increase jpeg corruption & add error
2020-10-28 17:37:39 -06:00
James Betker
796659b0ac
Add 'jpeg-normal' corruption
2020-10-28 16:40:47 -06:00
James Betker
515905e904
Add a min_loss that is DDP compatible
2020-10-28 15:46:59 -06:00
James Betker
f133243ac8
Extra logging for teco_resgen
2020-10-28 15:21:22 -06:00
James Betker
2ab5054d4c
Add noise to teco disc
2020-10-27 22:48:23 -06:00
James Betker
4dc16d5889
Upgrade tecogan_losses for speed
2020-10-27 22:40:15 -06:00
James Betker
ac3da0c5a6
Make tecogen functional
2020-10-27 21:08:59 -06:00
James Betker
10da206db6
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-27 20:59:59 -06:00
James Betker
9848f4c6cb
Add teco_resgen
2020-10-27 20:59:55 -06:00
James Betker
543c384a91
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-27 20:59:16 -06:00
James Betker
da53090ce6
More adjustments to support distributed training with teco & on multi_modal_train
2020-10-27 20:58:03 -06:00
James Betker
00bb568956
further checkpointify spsr_arch
2020-10-27 17:54:28 -06:00
James Betker
c2727a0150
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-27 15:24:19 -06:00
James Betker
2a3eec8fd7
Fix some distributed training snafus
2020-10-27 15:24:05 -06:00
James Betker
d923a62ed3
Allow SPSR to checkpoint
2020-10-27 15:23:20 -06:00
James Betker
11a9e223a6
Retrofit SPSR_arch so it is capable of accepting a ref
2020-10-27 11:14:36 -06:00
James Betker
8202ee72b9
Re-add original SPSR_arch
2020-10-27 11:00:38 -06:00
James Betker
31cf1ac98d
Retrofit full_image_dataset to work with new arch.
2020-10-27 10:26:19 -06:00
James Betker
ade0a129da
Include psnr in test.py
2020-10-27 10:25:42 -06:00
James Betker
231137ab0a
Revert RRDB back to original model
2020-10-27 10:25:31 -06:00
James Betker
1ce863849a
Remove temporary base_model change
2020-10-26 11:13:01 -06:00
James Betker
54accfa693
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-26 11:12:37 -06:00
James Betker
ff58c6484a
Fixes to unified chunk datasets to support stereoscopic training
2020-10-26 11:12:22 -06:00
James Betker
b2f803588b
Fix multi_modal_train.py
2020-10-26 11:10:22 -06:00
James Betker
f857eb00a8
Allow tecogan losses to compute at 32px
2020-10-26 11:09:55 -06:00
James Betker
629b968901
ChainedGen 4x alteration
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Increases conv window for teco_recurrent in the 4x case so all data
can be used.
base_model changes should be temporary.
2020-10-26 10:54:51 -06:00
James Betker
85c07f85d9
Update flownet submodule
2020-10-24 11:59:00 -06:00
James Betker
327cdbe110
Support configurable multi-modal training
2020-10-24 11:57:39 -06:00
James Betker
9c3d059ef0
Updates to be able to train flownet2 in ExtensibleTrainer
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Only supports basic losses for now, though.
2020-10-24 11:56:39 -06:00
James Betker
1dbcbfbac8
Restore ChainedEmbeddingGenWithStructure
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Still using this guy, after all
2020-10-24 11:54:52 -06:00
James Betker
8e5b6682bf
Add PairedFrameDataset
2020-10-23 20:58:07 -06:00
James Betker
7a75d10784
Arch cleanup
2020-10-23 09:35:33 -06:00
James Betker
646d6a621a
Support 4x zoom on ChainedEmbeddingGen
2020-10-23 09:25:58 -06:00
James Betker
8636492db0
Copy train.py mods to train2
2020-10-22 17:16:36 -06:00
James Betker
e9c0b9f0fd
More adjustments to support multi-modal training
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Specifically - looks like at least MSE loss cannot handle autocasted tensors
2020-10-22 16:49:34 -06:00
James Betker
76789a456f
Class-ify train.py and workon multi-modal trainer
2020-10-22 16:15:31 -06:00
James Betker
15e00e9014
Finish integration with autocast
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Note: autocast is broken when also using checkpoint(). Overcome this by modifying
torch's checkpoint() function in place to also use autocast.
2020-10-22 14:39:19 -06:00
James Betker
d7ee14f721
Move to torch.cuda.amp (not working)
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Running into OOM errors, needs diagnosing. Checkpointing here.
2020-10-22 13:58:05 -06:00
James Betker
3e3d2af1f3
Add multi-modal trainer
2020-10-22 13:27:32 -06:00
James Betker
40dc2938e8
Fix multifaceted chain gen
2020-10-22 13:27:06 -06:00
James Betker
f9dc472f63
Misc nonfunctional mods to datasets
2020-10-22 10:16:17 -06:00
James Betker
43c4f92123
Collapse progressive zoom candidates into the batch dimension
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This contributes a significant speedup to training this type of network
since losses can operate on the entire prediction spectrum at once.
2020-10-21 22:37:23 -06:00
James Betker
680d635420
Enable ExtensibleTrainer to skip steps when state keys are missing
2020-10-21 22:22:28 -06:00
James Betker
d1175f0de1
Add FFT injector
2020-10-21 22:22:00 -06:00
James Betker
1ef559d7ca
Add a ChainedEmbeddingGen which can be simueltaneously used with multiple training paradigms
2020-10-21 22:21:51 -06:00
James Betker
931aa65dd0
Allow recurrent losses to be weighted
2020-10-21 16:59:44 -06:00
James Betker
5753e77d67
ChainedGen: Output debugging information on blocks
2020-10-21 16:36:23 -06:00
James Betker
b54de69153
Misc
2020-10-21 11:08:21 -06:00
James Betker
71c3820d2d
Fix process_video
2020-10-21 11:08:12 -06:00
James Betker
3c6e600e48
Add capacity for models to self-report visuals
2020-10-21 11:08:03 -06:00
James Betker
dca5cddb3b
Add bypass to ChainedEmbeddingGen
2020-10-21 11:07:45 -06:00
James Betker
d8c6a4bbb8
Misc
2020-10-20 12:56:52 -06:00
James Betker
aba83e7497
Don't apply jpeg corruption & noise corruption together
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This causes some severe noise.
2020-10-20 12:56:35 -06:00
James Betker
111450f4e7
Use areal interpolate for multiscale_dataset
2020-10-19 15:30:25 -06:00
James Betker
a63bf2ea2f
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-19 15:26:11 -06:00
James Betker
76e4f0c086
Restore test.py for use as standalone validator
2020-10-19 15:26:07 -06:00
James Betker
1b1ca297f8
Fix recurrent=None bug in ChainedEmbeddingGen
2020-10-19 15:25:12 -06:00
James Betker
331c40f0c8
Allow starting step to be forced
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Useful for testing purposes or to force a validation.
2020-10-19 15:23:04 -06:00
James Betker
8ca566b621
Revert "Misc"
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This reverts commit 0e3ea63a14
.
# Conflicts:
# codes/test.py
# codes/train.py
2020-10-19 13:34:54 -06:00
James Betker
b28e4d9cc7
Add spread loss
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Experimental loss that peaks around 0.
2020-10-19 11:31:19 -06:00
James Betker
9b9a6e5925
Add get_paths() to base_unsupervised_image_dataset
2020-10-19 11:30:06 -06:00
James Betker
981d64413b
Support validation over a custom injector
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Also re-enable PSNR
2020-10-19 11:01:56 -06:00
James Betker
ffad0e0422
Allow image corruption in multiscale dataset
2020-10-19 10:10:27 -06:00
James Betker
668cafa798
Push correct patch of recurrent embedding to upstream image, rather than whole thing
2020-10-18 22:39:52 -06:00
James Betker
7df378a944
Remove separated vgg discriminator
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Checkpointing happens inline instead. Was a dumb idea..
Also fixes some loss reporting issues.
2020-10-18 12:10:24 -06:00
James Betker
c709d38cd5
Fix memory leak with recurrent loss
2020-10-18 10:22:10 -06:00
James Betker
552e70a032
Get rid of excessive checkpointed disc params
2020-10-18 10:09:37 -06:00
James Betker
6a0d5f4813
Add a checkpointable discriminator
2020-10-18 09:57:47 -06:00
James Betker
9ead2c0a08
Multiscale training in!
2020-10-17 22:54:12 -06:00
James Betker
e706911c83
Fix spinenet bug
2020-10-17 20:20:36 -06:00
James Betker
b008a27d39
Spinenet should allow bypassing the initial conv
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This makes feeding in references for recurrence easier.
2020-10-17 20:16:47 -06:00
James Betker
c7f3fc4dd9
Enable chunk_with_reference to work without centers
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Moving away from this so it doesn't matter too much. Also fixes an issue
with the "ignore" flag.
2020-10-17 20:09:08 -06:00
James Betker
b45e132a9d
Allow first n tiles to be ignored
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Helps zoom in with chunked dataset
2020-10-17 09:45:03 -06:00
James Betker
c1c9c5681f
Swap recurrence
2020-10-17 08:40:28 -06:00
James Betker
6141aa1110
More recurrence fixes for chainedgen
2020-10-17 08:35:46 -06:00
James Betker
cf8118a85b
Allow recurrence to specified for chainedgen
2020-10-17 08:32:29 -06:00
James Betker
fc4c064867
Add recurrent support to chainedgenwithstructure
2020-10-17 08:31:34 -06:00
James Betker
d4a3e11ab2
Don't use several stages of spinenet_arch
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These are used for lower outputs which I am not using
2020-10-17 08:28:37 -06:00
James Betker
d1c63ae339
Go back to torch's DDP
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Apex was having some weird crashing issues.
2020-10-16 20:47:35 -06:00
James Betker
d856378b2e
Add ChainedGenWithStructure
2020-10-16 20:44:36 -06:00
James Betker
96f1be30ed
Add use_generator_as_filter
2020-10-16 20:43:55 -06:00
James Betker
617d97e19d
Add ChainedEmbeddingGen
2020-10-15 23:18:08 -06:00
James Betker
c4543ce124
Set post_transform_block to None where applicable
2020-10-15 17:20:42 -06:00
James Betker
6f8705e8cb
SSGSimpler network
2020-10-15 17:18:44 -06:00
James Betker
1ba01d69b5
Move datasets to INTER_AREA interpolation for downsizing
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Looks **FAR** better visually
2020-10-15 17:18:23 -06:00
James Betker
d56745b2ec
JPEG-broad adjustment
2020-10-15 10:14:51 -06:00
James Betker
eda75c9779
Cleanup fixes
2020-10-15 10:13:17 -06:00
James Betker
920865defb
Arch work
2020-10-15 10:13:06 -06:00
James Betker
1dc0b05428
Add multiscale dataset
2020-10-15 10:12:50 -06:00
James Betker
0f4e03183f
New image corruptor gradations
2020-10-15 10:12:25 -06:00
James Betker
1f20d59c31
Revert big switch back
2020-10-14 11:03:34 -06:00
James Betker
9815980329
Update SwitchedConv
2020-10-13 20:57:12 -06:00
James Betker
24792bdb4f
Codebase cleanup
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Removed a lot of legacy stuff I have no intent on using again.
Plan is to shape this repo into something more extensible (get it? hah!)
2020-10-13 20:56:39 -06:00
James Betker
e620fc05ba
Mods to support video processing with teco networks
2020-10-13 20:47:05 -06:00
James Betker
17d78195ee
Mods to SRG to support returning switch logits
2020-10-13 20:46:37 -06:00
James Betker
cc915303a5
Fix SPSR calls into SwitchComputer
2020-10-13 10:14:47 -06:00
James Betker
bdf4c38899
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
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# Conflicts:
# codes/models/archs/SwitchedResidualGenerator_arch.py
2020-10-13 10:12:26 -06:00
James Betker
9a5d6162e9
Add the "BigSwitch"
2020-10-13 10:11:10 -06:00
James Betker
8014f050ac
Clear metrics properly
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Holy cow, what a PITA bug.
2020-10-13 10:07:49 -06:00
James Betker
4d52374e60
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-12 17:43:51 -06:00
James Betker
731700ab2c
checkpoint in ssg
2020-10-12 17:43:28 -06:00
James Betker
ca523215c6
Fix recurrent std in arch
2020-10-12 17:42:32 -06:00
James Betker
05377973bf
Allow initial recurrent input to be specified (optionally)
2020-10-12 17:36:43 -06:00
James Betker
597b6e92d6
Add ssgr1 recurrence
2020-10-12 17:18:19 -06:00
James Betker
c1a00f31b7
Update switched_conv
2020-10-12 10:37:45 -06:00
James Betker
d7d7590f3e
Fix constant injector - wasn't working in test
2020-10-12 10:36:30 -06:00
James Betker
e7cf337dba
Fix bug with chunk_with_reference
2020-10-12 10:23:03 -06:00
James Betker
ce163ad4a9
Update SSGdeep
2020-10-12 10:22:08 -06:00
James Betker
2bc5701b10
misc
2020-10-12 10:21:25 -06:00
James Betker
3409d88a1c
Add PANet arch
2020-10-12 10:20:55 -06:00
James Betker
7cbf4fa665
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-11 08:33:30 -06:00
James Betker
92cb83958a
Return zeros rather than None when image cant be read
2020-10-11 08:33:18 -06:00
James Betker
a9c2e97391
Constant injector and teco fixes
2020-10-11 08:20:07 -06:00
James Betker
e785029936
Mods needed to support SPSR archs with teco gan
2020-10-10 22:39:55 -06:00
James Betker
120072d464
Add constant injector
2020-10-10 21:50:23 -06:00
James Betker
f99812e14d
Fix tecogan_losses errors
2020-10-10 20:30:14 -06:00
James Betker
3a5b23b9f7
Alter teco_losses to feed a recurrent input in as separate
2020-10-10 20:21:09 -06:00
James Betker
0d30d18a3d
Add MarginRemoval injector
2020-10-09 20:35:56 -06:00
James Betker
0011d445c8
Fix loss indexing
2020-10-09 20:20:51 -06:00
James Betker
202eb11fdc
For element loss added
2020-10-09 19:51:44 -06:00
James Betker
61e5047c60
Fix loss accumulator when buffers are not filled
...
They were reporting incorrect losses.
2020-10-09 19:47:59 -06:00
James Betker
fe50d6f9d0
Fix attention images
2020-10-09 19:21:55 -06:00
James Betker
7e777ea34c
Allow tecogan to be used in process_video
2020-10-09 19:21:43 -06:00
James Betker
58d8bf8f69
Add network architecture built for teco
2020-10-09 08:40:14 -06:00
James Betker
b3d0baaf17
Improve multiframe dataset memory usage
2020-10-09 08:40:00 -06:00
James Betker
afe6af88af
Fix attention print issue
2020-10-08 18:34:00 -06:00
James Betker
4c85ee51a4
Converge SSG architectures into unified switching base class
...
Also adds attention norm histogram to logging
2020-10-08 17:23:21 -06:00
James Betker
3cc56cd00b
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-08 16:12:05 -06:00
James Betker
7d8d9dafbb
misc
2020-10-08 16:12:00 -06:00
James Betker
856ef4d21d
Update switched_conv
2020-10-08 16:10:23 -06:00
James Betker
1eb516d686
Fix more distributed bugs
2020-10-08 14:32:45 -06:00
James Betker
b36ba0460c
Fix multi-frame dataset OBO error
2020-10-08 12:21:04 -06:00
James Betker
fba29d7dcc
Move to apex distributeddataparallel and add switch all_reduce
...
Torch's distributed_data_parallel is missing "delay_allreduce", which is
necessary to get gradient checkpointing to work with recurrent models.
2020-10-08 11:20:05 -06:00
James Betker
c174ac0fd5
Allow tecogan to support generators that only output a tensor (instead of a list)
2020-10-08 09:26:25 -06:00
James Betker
969bcd9021
Use local checkpoint in SSG
2020-10-08 08:54:46 -06:00
James Betker
c93dd623d7
Tecogan losses work
2020-10-07 23:11:58 -06:00
James Betker
29bf78d791
Update switched_conv submodule
2020-10-07 23:11:50 -06:00
James Betker
c96f5b2686
Import switched_conv as a submodule
2020-10-07 23:10:54 -06:00
James Betker
c352c8bce4
More tecogan fixes
2020-10-07 12:41:17 -06:00
James Betker
a62a5dbb5f
Clone and detach in recursively_detach
2020-10-07 12:41:00 -06:00
James Betker
1c44d395af
Tecogan work
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Its training! There's still probably plenty of bugs though..
2020-10-07 09:03:30 -06:00
James Betker
e9d7371a61
Add concatenate injector
2020-10-07 09:02:42 -06:00
James Betker
8a7e993aea
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
2020-10-06 20:41:58 -06:00
James Betker
b2c4b2a16d
Move gpu_ids out of if statement
2020-10-06 20:40:20 -06:00
James Betker
1e415b249b
Add tag that can be applied to prevent parameter training
2020-10-06 20:39:49 -06:00
James Betker
2f2e3f33f8
StackedSwitchedGenerator_5lyr
2020-10-06 20:39:32 -06:00
James Betker
6217b48e3f
Fix spsr_arch bug
2020-10-06 20:38:47 -06:00
James Betker
4290918359
Add distributed_checkpoint for more efficient checkpoints
2020-10-06 20:38:38 -06:00
James Betker
cffc596141
Integrate flownet2 into codebase, add teco visual debugs
2020-10-06 20:35:39 -06:00
James Betker
e4b89a172f
Reduce spsr7 memory usage
2020-10-05 22:05:56 -06:00
James Betker
4111942ada
Support attention deferral in deep ssgr
2020-10-05 19:35:55 -06:00
James Betker
840927063a
Work on tecogan losses
2020-10-05 19:35:28 -06:00
James Betker
0e3ea63a14
Misc
2020-10-05 18:01:50 -06:00
James Betker
2875822024
SPSR9 arch
...
takes some of the stuff I learned with SGSR yesterday and applies it to spsr
2020-10-05 08:47:51 -06:00
James Betker
51044929af
Don't compute attention statistics on multiple generator invocations of the same data
2020-10-05 00:34:29 -06:00
James Betker
e760658fdb
Another fix..
2020-10-04 21:08:00 -06:00
James Betker
a890e3a9c0
Fix geometric loss not handling 0 index
2020-10-04 21:05:01 -06:00
James Betker
c3ef8a4a31
Stacked switches - return a tuple
2020-10-04 21:02:24 -06:00
James Betker
13f97e1e97
Add recursive loss
2020-10-04 20:48:15 -06:00
James Betker
ffd069fd97
Lots of SSG work
...
- 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"
...
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
...
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)
...
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
...
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