James Betker
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da53090ce6
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More adjustments to support distributed training with teco & on multi_modal_train
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2020-10-27 20:58:03 -06:00 |
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James Betker
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00bb568956
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further checkpointify spsr_arch
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2020-10-27 17:54:28 -06:00 |
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James Betker
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c2727a0150
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Merge remote-tracking branch 'origin/gan_lab' into gan_lab
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2020-10-27 15:24:19 -06:00 |
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James Betker
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2a3eec8fd7
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Fix some distributed training snafus
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2020-10-27 15:24:05 -06:00 |
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James Betker
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d923a62ed3
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Allow SPSR to checkpoint
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2020-10-27 15:23:20 -06:00 |
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James Betker
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11a9e223a6
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Retrofit SPSR_arch so it is capable of accepting a ref
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2020-10-27 11:14:36 -06:00 |
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James Betker
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8202ee72b9
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Re-add original SPSR_arch
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2020-10-27 11:00:38 -06:00 |
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James Betker
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231137ab0a
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Revert RRDB back to original model
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2020-10-27 10:25:31 -06:00 |
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James Betker
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1ce863849a
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Remove temporary base_model change
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2020-10-26 11:13:01 -06:00 |
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James Betker
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54accfa693
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Merge remote-tracking branch 'origin/gan_lab' into gan_lab
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2020-10-26 11:12:37 -06:00 |
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James Betker
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ff58c6484a
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Fixes to unified chunk datasets to support stereoscopic training
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2020-10-26 11:12:22 -06:00 |
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James Betker
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f857eb00a8
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Allow tecogan losses to compute at 32px
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2020-10-26 11:09:55 -06:00 |
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James Betker
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629b968901
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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.
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2020-10-26 10:54:51 -06:00 |
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James Betker
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85c07f85d9
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Update flownet submodule
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2020-10-24 11:59:00 -06:00 |
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James Betker
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9c3d059ef0
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Updates to be able to train flownet2 in ExtensibleTrainer
Only supports basic losses for now, though.
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2020-10-24 11:56:39 -06:00 |
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James Betker
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1dbcbfbac8
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Restore ChainedEmbeddingGenWithStructure
Still using this guy, after all
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2020-10-24 11:54:52 -06:00 |
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James Betker
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7a75d10784
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Arch cleanup
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2020-10-23 09:35:33 -06:00 |
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James Betker
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646d6a621a
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Support 4x zoom on ChainedEmbeddingGen
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2020-10-23 09:25:58 -06:00 |
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James Betker
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e9c0b9f0fd
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More adjustments to support multi-modal training
Specifically - looks like at least MSE loss cannot handle autocasted tensors
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2020-10-22 16:49:34 -06:00 |
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James Betker
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76789a456f
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Class-ify train.py and workon multi-modal trainer
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2020-10-22 16:15:31 -06:00 |
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James Betker
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15e00e9014
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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.
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2020-10-22 14:39:19 -06:00 |
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James Betker
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d7ee14f721
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Move to torch.cuda.amp (not working)
Running into OOM errors, needs diagnosing. Checkpointing here.
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2020-10-22 13:58:05 -06:00 |
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James Betker
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3e3d2af1f3
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Add multi-modal trainer
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2020-10-22 13:27:32 -06:00 |
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James Betker
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40dc2938e8
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Fix multifaceted chain gen
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2020-10-22 13:27:06 -06:00 |
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James Betker
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43c4f92123
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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.
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2020-10-21 22:37:23 -06:00 |
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James Betker
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680d635420
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Enable ExtensibleTrainer to skip steps when state keys are missing
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2020-10-21 22:22:28 -06:00 |
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James Betker
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d1175f0de1
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Add FFT injector
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2020-10-21 22:22:00 -06:00 |
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James Betker
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1ef559d7ca
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Add a ChainedEmbeddingGen which can be simueltaneously used with multiple training paradigms
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2020-10-21 22:21:51 -06:00 |
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James Betker
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931aa65dd0
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Allow recurrent losses to be weighted
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2020-10-21 16:59:44 -06:00 |
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James Betker
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5753e77d67
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ChainedGen: Output debugging information on blocks
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2020-10-21 16:36:23 -06:00 |
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James Betker
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3c6e600e48
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Add capacity for models to self-report visuals
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2020-10-21 11:08:03 -06:00 |
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James Betker
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dca5cddb3b
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Add bypass to ChainedEmbeddingGen
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2020-10-21 11:07:45 -06:00 |
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James Betker
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a63bf2ea2f
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Merge remote-tracking branch 'origin/gan_lab' into gan_lab
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2020-10-19 15:26:11 -06:00 |
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James Betker
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76e4f0c086
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Restore test.py for use as standalone validator
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2020-10-19 15:26:07 -06:00 |
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James Betker
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1b1ca297f8
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Fix recurrent=None bug in ChainedEmbeddingGen
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2020-10-19 15:25:12 -06:00 |
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James Betker
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b28e4d9cc7
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Add spread loss
Experimental loss that peaks around 0.
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2020-10-19 11:31:19 -06:00 |
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James Betker
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981d64413b
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Support validation over a custom injector
Also re-enable PSNR
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2020-10-19 11:01:56 -06:00 |
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James Betker
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668cafa798
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Push correct patch of recurrent embedding to upstream image, rather than whole thing
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2020-10-18 22:39:52 -06:00 |
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James Betker
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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 |
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James Betker
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c709d38cd5
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Fix memory leak with recurrent loss
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2020-10-18 10:22:10 -06:00 |
|
James Betker
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552e70a032
|
Get rid of excessive checkpointed disc params
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2020-10-18 10:09:37 -06:00 |
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James Betker
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6a0d5f4813
|
Add a checkpointable discriminator
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2020-10-18 09:57:47 -06:00 |
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James Betker
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9ead2c0a08
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Multiscale training in!
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2020-10-17 22:54:12 -06:00 |
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James Betker
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e706911c83
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Fix spinenet bug
|
2020-10-17 20:20:36 -06:00 |
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James Betker
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b008a27d39
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Spinenet should allow bypassing the initial conv
This makes feeding in references for recurrence easier.
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2020-10-17 20:16:47 -06:00 |
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James Betker
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c1c9c5681f
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Swap recurrence
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2020-10-17 08:40:28 -06:00 |
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James Betker
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6141aa1110
|
More recurrence fixes for chainedgen
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2020-10-17 08:35:46 -06:00 |
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James Betker
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cf8118a85b
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Allow recurrence to specified for chainedgen
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2020-10-17 08:32:29 -06:00 |
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James Betker
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fc4c064867
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Add recurrent support to chainedgenwithstructure
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2020-10-17 08:31:34 -06:00 |
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James Betker
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d4a3e11ab2
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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 |
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James Betker
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d1c63ae339
|
Go back to torch's DDP
Apex was having some weird crashing issues.
|
2020-10-16 20:47:35 -06:00 |
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James Betker
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d856378b2e
|
Add ChainedGenWithStructure
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2020-10-16 20:44:36 -06:00 |
|
James Betker
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617d97e19d
|
Add ChainedEmbeddingGen
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2020-10-15 23:18:08 -06:00 |
|
James Betker
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c4543ce124
|
Set post_transform_block to None where applicable
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2020-10-15 17:20:42 -06:00 |
|
James Betker
|
6f8705e8cb
|
SSGSimpler network
|
2020-10-15 17:18:44 -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
|
1f20d59c31
|
Revert big switch back
|
2020-10-14 11:03:34 -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
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e620fc05ba
|
Mods to support video processing with teco networks
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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 |
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James Betker
|
bdf4c38899
|
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
# Conflicts:
# codes/models/archs/SwitchedResidualGenerator_arch.py
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2020-10-13 10:12:26 -06:00 |
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James Betker
|
9a5d6162e9
|
Add the "BigSwitch"
|
2020-10-13 10:11:10 -06:00 |
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James Betker
|
8014f050ac
|
Clear metrics properly
Holy cow, what a PITA bug.
|
2020-10-13 10:07:49 -06:00 |
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James Betker
|
4d52374e60
|
Merge remote-tracking branch 'origin/gan_lab' into gan_lab
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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
|
d7d7590f3e
|
Fix constant injector - wasn't working in test
|
2020-10-12 10:36:30 -06:00 |
|
James Betker
|
ce163ad4a9
|
Update SSGdeep
|
2020-10-12 10:22:08 -06:00 |
|
James Betker
|
3409d88a1c
|
Add PANet arch
|
2020-10-12 10:20:55 -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
|
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
|
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
|
1eb516d686
|
Fix more distributed bugs
|
2020-10-08 14:32:45 -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
|
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
|
1c44d395af
|
Tecogan work
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
|
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
|
cffc596141
|
Integrate flownet2 into codebase, add teco visual debugs
|
2020-10-06 20:35:39 -06:00 |
|