James Betker
|
565517814e
|
Restore SRG2
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
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
Only supports basic losses for now, though.
|
2020-10-24 11:56:39 -06:00 |
|
James Betker
|
1dbcbfbac8
|
Restore ChainedEmbeddingGenWithStructure
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
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
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)
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
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
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
Useful for testing purposes or to force a validation.
|
2020-10-19 15:23:04 -06:00 |
|
James Betker
|
8ca566b621
|
Revert "Misc"
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
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
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
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
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
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
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
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
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
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
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
# 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
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
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2020-10-07 12:41:17 -06:00 |
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James Betker
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a62a5dbb5f
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Clone and detach in recursively_detach
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2020-10-07 12:41:00 -06:00 |
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James Betker
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1c44d395af
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Tecogan work
Its training! There's still probably plenty of bugs though..
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2020-10-07 09:03:30 -06:00 |
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