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372 Commits

Author SHA1 Message Date
James Betker
b4269af61b fix circular deps 2022-05-27 11:44:27 -06:00
James Betker
34ee1d0bc3 mdf 2022-05-27 11:40:47 -06:00
James Betker
9852599b34 tfd5 - with clvp! 2022-05-27 09:49:10 -06:00
James Betker
3db862dd32 adf update 2022-05-27 09:25:53 -06:00
James Betker
48aab2babe ressurect ctc code gen with some cool new ideas 2022-05-24 14:02:33 -06:00
James Betker
f4a97ca0a7 and this 2022-05-23 10:38:28 -06:00
James Betker
874de1775d Update mdf spectral 2022-05-23 10:37:15 -06:00
James Betker
36dd4eb61f no grads for mel injectors 2022-05-23 10:34:53 -06:00
James Betker
4093e38717 revert flat diffusion back... 2022-05-22 23:10:58 -06:00
James Betker
07f7be24ce :/ 2022-05-22 20:00:55 -06:00
James Betker
c0bc466aad mdf for shortened mel test 2022-05-22 19:29:20 -06:00
James Betker
2798bfab8c Revert "update mdf for legacy try" 
This reverts commit 693b19ea3b.
 2022-05-22 19:22:44 -06:00
James Betker
693b19ea3b update mdf for legacy try 2022-05-22 16:37:02 -06:00
James Betker
57d6f6d366 Big rework of flat_diffusion 
Back to the drawing board, boys. Time to waste some resources catching bugs....
 2022-05-22 08:09:33 -06:00
James Betker
db38672dae precompute diffusion embeddings for from_codes 2022-05-22 06:45:57 -06:00
James Betker
ea21a8b107 Update music_diffusion_fid to support waveform diffusion from codes 2022-05-22 05:23:54 -06:00
James Betker
e0bf3a0ddc Save myself some time in the future 2022-05-20 17:18:35 -06:00
James Betker
e9fb2ead9a m2v stuff 2022-05-20 11:01:17 -06:00
James Betker
c9c16e3b01 misc updates 2022-05-19 13:39:32 -06:00
James Betker
7213ad2b89 Do grad reduction 2022-05-17 17:59:40 -06:00
James Betker
8202b9f39c some stuff 2022-05-15 21:50:54 -06:00
James Betker
ab5acead0e add exp loss for diffusion models 2022-05-15 21:50:38 -06:00
James Betker
9118f58849 uncomment music projector.. 2022-05-09 09:19:26 -06:00
James Betker
74dd095326 a 2022-05-08 18:54:09 -06:00
James Betker
1177c35dec music fid updates 2022-05-08 18:49:39 -06:00
James Betker
6c8032b4be more work 2022-05-06 21:56:49 -06:00
James Betker
d8925ccde5 few things with gap filling 2022-05-06 14:33:44 -06:00
James Betker
b83b53cf84 norm mel 2022-05-06 00:49:54 -06:00
James Betker
47662b9ec5 some random crap 2022-05-04 20:29:23 -06:00
James Betker
6655f7845a add pixel shuffling for 1d cases 2022-05-04 08:03:09 -06:00
James Betker
c42c53e75a Add a trainable network for converting a normal distribution into a latent space 2022-05-02 09:47:30 -06:00
James Betker
f4254609c1 MDF 
around and around in circles........
 2022-05-01 23:04:56 -06:00
James Betker
e208d9fb80 gate augmentations with a flag 2022-04-28 10:09:22 -06:00
James Betker
3f67cb2023 music diffusion fid adjustments 2022-04-28 10:08:55 -06:00
James Betker
f02b01bd9d reverse univnet classifier 2022-04-20 21:37:55 -06:00
James Betker
b1c2c48720 music diffusion fid 2022-04-20 00:28:03 -06:00
James Betker
3cad1b8114 more fixes 2022-04-11 15:18:44 -06:00
James Betker
6dea7da7a8 another fix 2022-04-11 12:29:43 -06:00
James Betker
f2c172291f fix audio_diffusion_fid for autoregressive latent inputs 2022-04-11 12:08:15 -06:00
James Betker
8ea5c307fb Fixes for training the diffusion model on autoregressive inputs 2022-04-11 11:02:44 -06:00
James Betker
048f6f729a remove lightweight_gan 2022-04-07 23:12:08 -07:00
James Betker
6fc4f49e86 some dumb stuff 2022-04-07 11:32:34 -06:00
James Betker
035bcd9f6c fwd fix 2022-04-01 16:03:07 -06:00
James Betker
9b90472e15 feed direct inputs into gd 2022-03-26 08:36:19 -06:00
James Betker
2a29a71c37 attempt to force meaningful codes by adding a surrogate loss 2022-03-26 08:31:40 -06:00
James Betker
45804177b8 more stuff 2022-03-25 00:03:18 -06:00
James Betker
d4218d8443 mods 2022-03-24 23:31:20 -06:00
James Betker
9c79fec734 update adf 2022-03-24 21:20:29 -06:00
James Betker
07731d5491 Fix ET 2022-03-24 21:20:22 -06:00
James Betker
b0d2827fad flat0 2022-03-24 11:30:40 -06:00
James Betker
be5f052255 misc 2022-03-22 11:40:56 -06:00
James Betker
963f0e9cee fix unscaler 2022-03-22 11:40:02 -06:00
James Betker
1ad18d29a8 Flat fixes 2022-03-21 14:43:52 -06:00
James Betker
c5000420f6 more arbitrary fixes 2022-03-17 17:45:44 -06:00
James Betker
c14fc003ed flat diffusion 2022-03-17 17:45:27 -06:00
James Betker
428911cd4d flat diffusion network 2022-03-17 10:53:56 -06:00
James Betker
bf08519d71 fixes 2022-03-17 10:53:39 -06:00
James Betker
95ea0a592f More cleaning 2022-03-16 12:05:56 -06:00
James Betker
d186414566 More spring cleaning 2022-03-16 12:04:00 -06:00
James Betker
8b376e63d9 More improvements 2022-03-16 10:16:34 -06:00
James Betker
54202aa099 fix mel normalization 2022-03-16 09:26:55 -06:00
James Betker
8437bb0c53 fixes 2022-03-15 23:52:48 -06:00
James Betker
3f244f6a68 add mel_norm to std injector 2022-03-15 22:16:59 -06:00
James Betker
f563a8dd41 fixes 2022-03-15 21:43:00 -06:00
James Betker
1e3a8554a1 updates to audio_diffusion_fid 2022-03-15 11:35:09 -06:00
James Betker
7929fd89de Refactor audio-style models into the audio folder 2022-03-15 11:06:25 -06:00
James Betker
e045fb0ad7 fix clip grad norm with scaler 2022-03-13 16:28:23 -06:00
James Betker
08599b4c75 fix random_audio_crop injector 2022-03-12 20:42:29 -07:00
James Betker
c4e4cf91a0 add support for the original vocoder to audio_diffusion_fid; also add a new "intelligibility" metric 2022-03-08 15:53:27 -07:00
James Betker
3e5da71b16 add grad scaler scale to metrics 2022-03-08 15:52:42 -07:00
James Betker
d1dc8dbb35 Support tts9 2022-03-05 20:14:36 -07:00
James Betker
93a3302819 Push training_state data to CPU memory before saving it 
For whatever reason, keeping this on GPU memory just doesn't work.
When you load it, it consumes a large amount of GPU memory and that
utilization doesn't go away. Saving to CPU should fix this.
 2022-03-04 17:57:33 -07:00
James Betker
6000580e2e df 2022-03-04 13:47:00 -07:00
James Betker
382681a35d Load diffusion_fid DVAE into the correct cuda device 2022-03-04 13:42:14 -07:00
James Betker
e1052a5e32 Move log consensus to train for efficiency 2022-03-04 13:41:32 -07:00
James Betker
ce6dfdf255 Distributed "fixes" 2022-03-04 12:46:41 -07:00
James Betker
3ff878ae85 Accumulate loss & grad_norm metrics from all entities within a distributed graph 2022-03-04 12:01:16 -07:00
James Betker
f87e10ffef Make deterministic sampler work with distributed training & microbatches 2022-03-04 11:50:50 -07:00
James Betker
2d1cb83c1d Add a deterministic timestep sampler, with provisions to employ it every n steps 2022-03-04 10:40:14 -07:00
James Betker
f490eaeba7 Shuffle optimizer states back and forth between cpu memory during steps 2022-03-04 10:38:51 -07:00
James Betker
3c242403f5 adjust location of pre-optimizer step so I can visualize the new grad norms 2022-03-04 08:56:42 -07:00
James Betker
58019a2ce3 audio diffusion fid updates 2022-03-03 21:53:32 -07:00
James Betker
6873ad6660 Support functionality 2022-03-03 21:52:16 -07:00
James Betker
70fa780edb Add mechanism to export grad norms 2022-03-01 20:19:52 -07:00
James Betker
db0c3340ac Implement guidance-free diffusion in eval 
And a few other fixes
 2022-03-01 11:49:36 -07:00
James Betker
2134f06516 Implement conditioning-free diffusion at the eval level 2022-02-27 15:11:42 -07:00
James Betker
ac920798bb misc 2022-02-27 14:49:11 -07:00
James Betker
f458f5d8f1 abort early if losses reach nan too much, and save the model 2022-02-24 20:55:30 -07:00
James Betker
18dc62453f Don't step if NaN losses are encountered. 2022-02-24 17:45:08 -07:00
James Betker
7c17c8e674 gurgl 2022-02-23 21:28:24 -07:00
James Betker
81017d9696 put frechet_distance on cuda 2022-02-23 21:21:13 -07:00
James Betker
9a7bbf33df f 2022-02-23 18:03:38 -07:00
James Betker
b7319ab518 Support vocoder type diffusion in audio_diffusion_fid 2022-02-23 17:25:16 -07:00
James Betker
58f6c9805b adf 2022-02-22 23:12:58 -07:00
James Betker
03752c1cd6 Report NaN 2022-02-22 23:09:37 -07:00
James Betker
6313a94f96 eval: integrate a n-gram language model into decoding 2022-02-21 19:12:34 -07:00
James Betker
7b12799370 Reformat mel_text_clip for use in eval 2022-02-19 20:37:26 -07:00
James Betker
bcba65c539 DataParallel Fix 2022-02-19 20:36:35 -07:00
James Betker
34001ad765 et 2022-02-18 18:52:33 -07:00
James Betker
a813fbed9c Update to evaluator 2022-02-17 17:30:33 -07:00
James Betker
79e8f36d30 Convert CLIP models into new folder 2022-02-15 20:53:07 -07:00
James Betker
8f767b8b4f ... 2022-02-15 07:08:17 -07:00
James Betker
29e07913a8 Fix 2022-02-15 06:58:11 -07:00
James Betker
dd585df772 LAMB optimizer 2022-02-15 06:48:13 -07:00
James Betker
2bdb515068 A few mods to make wav2vec2 trainable with DDP on DLAS 2022-02-15 06:28:54 -07:00
James Betker
52b61b9f77 Update scripts and attempt to figure out how UnifiedVoice could be used to produce CTC codes 2022-02-13 20:48:06 -07:00
James Betker
a4f1641eea Add & refine WER evaluator for w2v 2022-02-13 20:47:29 -07:00
James Betker
e16af944c0 BSO fix 2022-02-12 20:01:04 -07:00
James Betker
15fd60aad3 Allow EMA training to be disabled 2022-02-12 20:00:23 -07:00
James Betker
102142d1eb f 2022-02-11 11:05:13 -07:00
James Betker
40b08a52d0 dafuk 2022-02-11 11:01:31 -07:00
James Betker
f6a7f12cad Remove broken evaluator 2022-02-11 11:00:29 -07:00
James Betker
46b97049dc Fix eval 2022-02-11 10:59:32 -07:00
James Betker
5175b7d91a training sweeper checkin 2022-02-11 10:46:37 -07:00
James Betker
d1d1ae32a1 audio diffusion frechet distance measurement! 2022-02-10 22:55:46 -07:00
James Betker
23a310b488 Fix BSO 2022-02-10 20:54:51 -07:00
James Betker
1e28e02f98 BSO improvement to make it work with distributed optimizers 2022-02-10 09:53:13 -07:00
James Betker
836eb08afb Update BSO to use the proper step size 2022-02-10 09:44:15 -07:00
James Betker
3d946356f8 batch_size_optimizer works. sweet! no more tuning batch sizes. 2022-02-09 14:26:23 -07:00
James Betker
18938248e4 Add batch_size_optimizer support 2022-02-08 23:51:31 -07:00
James Betker
de1a1d501a Move audio injectors into their own file 2022-02-03 21:42:37 -07:00
James Betker
fbea6e8eac Adjustments to diffusion networks 2022-01-30 16:14:06 -07:00
James Betker
798ed7730a i like wasting time 2022-01-24 18:12:08 -07:00
James Betker
fc09cff4b3 angry 2022-01-24 18:09:29 -07:00
James Betker
cc0d9f7216 Fix 2022-01-24 18:05:45 -07:00
James Betker
3a9e3a9db3 consolidate state 2022-01-24 17:59:31 -07:00
James Betker
dfef34ba39 Load ema to cpu memory if specified 2022-01-24 15:08:29 -07:00
James Betker
49edffb6ad Revise device mapping 2022-01-24 15:08:13 -07:00
James Betker
33511243d5 load model state dicts into the correct device 
it's not clear to me that this will make a huge difference, but it's a good idea anyways
 2022-01-24 14:40:09 -07:00
James Betker
3e16c509f6 Misc fixes 2022-01-24 14:31:43 -07:00
James Betker
e420df479f Allow steps to specify which state keys to carry forward (reducing memory utilization) 2022-01-24 11:01:27 -07:00
James Betker
62475005e4 Sort data items in descending order, which I suspect will improve performance because we will hit GC less 2022-01-23 19:05:32 -07:00
James Betker
8f48848f91 misc 2022-01-22 08:23:29 -07:00
James Betker
ce929a6b3f Allow grad scaler to be enabled even in fp32 mode 2022-01-21 23:13:24 -07:00
James Betker
bcd8cc51e1 Enable collated data for diffusion purposes 2022-01-19 00:35:08 -07:00
James Betker
894d245062 More zero_grad fixes 2022-01-08 20:31:19 -07:00
James Betker
2a9a25e6e7 Fix likely defective nan grad recovery 2022-01-08 18:24:58 -07:00
James Betker
65ffe38fce misc 2022-01-06 22:16:17 -07:00
James Betker
f4484fd155 Add "dataset_debugger" support 
This allows the datasets themselves compile statistics and report them
via tensorboard and wandb.
 2022-01-06 12:38:20 -07:00
James Betker
b12f47b36d Add some noise to voice_voice_clip 2021-12-29 13:56:30 -07:00
James Betker
64cb4a92db Support adamw_zero 2021-12-25 21:32:01 -07:00
James Betker
776a7abfcc Support torch DDP _set_static_graph 2021-12-25 21:20:06 -07:00
James Betker
62c8ed9a29 move speech utils 2021-12-16 20:47:37 -07:00
James Betker
e7957e4897 Make loss accumulator for logs accumulate better 2021-12-12 22:23:17 -07:00
James Betker
76f86c0e47 gaussian_diffusion: support fp16 2021-12-12 19:52:21 -07:00
James Betker
aa7cfd1edf Add support for mel norms across the channel dim 2021-12-12 19:52:08 -07:00
James Betker
63bf135b93 Support norms 2021-12-11 08:30:49 -07:00
James Betker
5a664aa56e misc 2021-12-11 08:17:26 -07:00
James Betker
306274245b Also do dynamic range compression across mel 2021-12-10 20:06:24 -07:00
James Betker
faf55684b8 Use slaney norm in the mel filterbank computation 2021-12-10 20:04:52 -07:00