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
c96f5b2686
Import switched_conv as a submodule
2020-10-07 23:10:54 -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
cffc596141
Integrate flownet2 into codebase, add teco visual debugs
2020-10-06 20:35:39 -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
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
7986185fcb
Change 'mod_step' to 'every'
2020-10-01 11:28:06 -06:00
James Betker
05963157c1
Several things
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- Fixes to 'after' and 'before' defs for steps (turns out they werent working)
- Feature nets take in a list of layers to extract. Not fully implemented yet.
- Fixes bugs with RAGAN
- Allows real input into generator gan to not be detached by param
2020-09-23 11:56:36 -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
e2a146abc7
Add in experiments hook
2020-09-19 10:05:25 -06:00
James Betker
9a17ade550
Some convenience adjustments to ExtensibleTrainer
2020-09-17 21:05:32 -06:00
James Betker
df59d6c99d
More spsr3 mods
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- Most branches get their own noise vector now.
- First attention branch has the intended sole purpose of raw image processing
- Remove norms from joiner block
2020-09-09 16:46:38 -06:00
James Betker
3027e6e27d
Enable amp to be disabled
2020-09-09 10:45:59 -06:00
James Betker
e6207d4c50
SPSR3 work
...
SPSR3 is meant to fix whatever is causing the switching units
inside of the newer SPSR architectures to fail and basically
not use the multiplexers.
2020-09-08 15:14:23 -06:00
James Betker
f43df7f5f7
Make ExtensibleTrainer compatible with process_video
2020-09-08 08:03:41 -06:00
James Betker
b1238d29cb
Fix trainable not applying to discriminators
2020-09-05 20:31:26 -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
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
f35b3ad28f
Fix val behavior for ExtensibleTrainer
2020-08-26 08:44:22 -06:00
James Betker
a65b07607c
Reference network
2020-08-25 11:56:59 -06:00
James Betker
dffc15184d
More ExtensibleTrainer work
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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
