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2044 Commits

Author SHA1 Message Date
James Betker
bb3d1ab03d More cleanup 2022-02-04 11:06:17 -07:00
James Betker
5cc342de66 Clean up 2022-02-04 11:00:42 -07:00
James Betker
8fb147e8ab add an autoregressive ctc code generator 2022-02-04 11:00:15 -07:00
James Betker
7f4fc55344 Update SR model 2022-02-03 21:42:53 -07:00
James Betker
de1a1d501a Move audio injectors into their own file 2022-02-03 21:42:37 -07:00
James Betker
687393de59 Add a better split_on_silence (processing_pipeline) 
Going to extend this a bit more going forwards to support the entire pipeline.
 2022-02-03 20:00:26 -07:00
James Betker
1d29999648 Uupdates to the TTS production scripts 2022-02-03 20:00:01 -07:00
James Betker
bc506d4bcd Mods to unet_diffusion_tts6 to support super resolution mode 2022-02-03 19:59:39 -07:00
James Betker
4249681c4b Mods to support a autoregressive CTC code generator 2022-02-03 19:58:54 -07:00
James Betker
8132766d38 tts6 2022-01-31 20:15:06 -07:00
James Betker
fbea6e8eac Adjustments to diffusion networks 2022-01-30 16:14:06 -07:00
James Betker
e58dab14c3 new diffusion updates from testing 2022-01-29 11:01:01 -07:00
James Betker
935a4e853e get rid of nil tokens in <2> 2022-01-27 22:45:57 -07:00
James Betker
0152174c0e Add wandb_step_factor argument 2022-01-27 19:58:58 -07:00
James Betker
e0e36ed98c Update use_diffuse_tts 2022-01-27 19:57:28 -07:00
James Betker
a77d376ad2 rename unet diffusion tts and add 3 2022-01-27 19:56:24 -07:00
James Betker
7badbf1b4d update usage scripts 2022-01-25 17:57:26 -07:00
James Betker
8c255811ad more fixes 2022-01-25 17:57:16 -07:00
James Betker
0f3ca28e39 Allow diffusion model to be trained with masking tokens 2022-01-25 14:26:21 -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
e2ed0adbd8 use_diffuse_tts updates 2022-01-24 14:31:28 -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
d18aec793a Revert "(re) attempt diffusion checkpointing logic" 
This reverts commit b22eec8fe3.
 2022-01-22 09:14:50 -07:00
James Betker
b22eec8fe3 (re) attempt diffusion checkpointing logic 2022-01-22 08:34:40 -07:00
James Betker
8f48848f91 misc 2022-01-22 08:23:29 -07:00
James Betker
851070075a text<->cond clip 
I need that universal clip..
 2022-01-22 08:23:14 -07:00
James Betker
8ada52ccdc Update LR layers to checkpoint better 2022-01-22 08:22:57 -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
91b4b240ac dont pickle unique files 2022-01-21 00:02:06 -07:00
James Betker
7fef7fb9ff Update fast_paired_dataset to report how many audio files it is actually using 2022-01-20 21:49:38 -07:00
James Betker
ed35cfe393 Update inference scripts 2022-01-20 11:28:50 -07:00
James Betker
20312211e0 Fix bug in code alignment 2022-01-20 11:28:12 -07:00
James Betker
8e2439f50d Decrease resolution requirements to 2048 2022-01-20 11:27:49 -07:00
James Betker
4af8525dc3 Adjust diffusion vocoder to allow training individual levels 2022-01-19 13:37:59 -07:00
James Betker
ac13bfefe8 use_diffuse_tts 2022-01-19 00:35:24 -07:00
James Betker
bcd8cc51e1 Enable collated data for diffusion purposes 2022-01-19 00:35:08 -07:00
James Betker
dc9cd8c206 Update use_gpt_tts to be usable with unified_voice2 2022-01-18 21:14:17 -07:00
James Betker
7b4544b83a Add an experimental unet_diffusion_tts to perform experiments on 2022-01-18 08:38:24 -07:00
James Betker
b6190e96b2 fast_paired 2022-01-17 15:46:02 -07:00
James Betker
1d30d79e34 De-specify fast-paired-dataset 2022-01-16 21:20:00 -07:00
James Betker
2b36ca5f8e Revert paired back 2022-01-16 21:10:46 -07:00
James Betker
ad3e7df086 Split the fast random into its own new dataset 2022-01-16 21:10:11 -07:00
James Betker
7331862755 Updated paired to randomly index data, offsetting memory costs and speeding up initialization 2022-01-16 21:09:22 -07:00
James Betker
37e4e737b5 a few fixes 2022-01-16 15:17:17 -07:00
James Betker
35db5ebf41 paired_voice_audio_dataset - aligned codes support 2022-01-15 17:38:26 -07:00
James Betker
3f177cd2b3 requirements 2022-01-15 17:28:59 -07:00
James Betker
b398ecca01 wer fix 2022-01-15 17:28:17 -07:00
James Betker
9100e7fa9b Add a diffusion network that takes aligned text instead of MELs 2022-01-15 17:28:02 -07:00
James Betker
87c83e4957 update wer script 2022-01-13 17:08:49 -07:00
James Betker
009a1e8404 Add a new diffusion_vocoder that should be trainable faster 
This new one has a "cheating" top layer, that does not feed down into the unet encoder,
but does consume the outputs of the unet. This cheater only operates on half of the input,
while the rest of the unet operates on the full input. This limits the dimensionality of this last
layer, on the assumption that these last layers consume by far the most computation and memory,
but do not require the full input context.

Losses are only computed on half of the aggregate input.
 2022-01-11 17:26:07 -07:00
James Betker
d4e27ccf62 misc updates 2022-01-11 16:25:40 -07:00
James Betker
91f28580e2 fix unified_voice 2022-01-10 16:17:31 -07:00
James Betker
136744dc1d Fixes 2022-01-10 14:32:04 -07:00
James Betker
ee3dfac2ae unified_voice2: decouple positional embeddings and token embeddings from underlying gpt model 2022-01-10 08:14:41 -07:00
James Betker
f503d8d96b Partially implement performers in transformer_builders 2022-01-09 22:35:03 -07:00
James Betker
ec456b6733 Revert unified_voice back to beginning 
I'll be doing my work within unified_voice2
 2022-01-09 22:34:30 -07:00
James Betker
432073c5ca Make performer code functional 2022-01-09 22:32:50 -07:00
James Betker
f474a7ac65 unified_voice2 2022-01-09 22:32:34 -07:00
James Betker
c075fe72e2 import performer repo 2022-01-09 22:10:07 -07:00
James Betker
7de3874f15 Make dalle transformer checkpointable 2022-01-09 19:14:35 -07:00
James Betker
70b17da193 Alter unified_voice to use extensible transformer (still WIP) 2022-01-08 22:18:25 -07:00
James Betker
15d9517e26 Allow bi-directional clipping 2022-01-08 22:18:04 -07:00
James Betker
894d245062 More zero_grad fixes 2022-01-08 20:31:19 -07:00
James Betker
8bade38180 Add generic CLIP model based off of x_clip 2022-01-08 19:08:01 -07:00
James Betker
2a9a25e6e7 Fix likely defective nan grad recovery 2022-01-08 18:24:58 -07:00
James Betker
438dd9ed33 fix text-voice-clip bug 2022-01-08 08:55:00 -07:00
James Betker
34774f9948 unified_voice: begin decoupling from HF GPT 
I'd like to try some different (newer) transformer variants. The way to get
there is softly decoupling the transformer portion of this architecture
from GPT. This actually should be fairly easy.
 2022-01-07 22:51:24 -07:00
James Betker
1f6a5310b8 More fixes to use_gpt_tts 2022-01-07 22:30:55 -07:00
James Betker
68090ac3e9 Finish up the text->voice clip model 2022-01-07 22:28:45 -07:00
James Betker
65ffe38fce misc 2022-01-06 22:16:17 -07:00
James Betker
6706591d3d Fix dataset 2022-01-06 15:24:37 -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
f3cab45658 Revise audio datasets to include interesting statistics in batch 
Stats include:
- How many indices were skipped to retrieve a given index
- Whether or not a conditioning input was actually the file itself
 2022-01-06 11:15:16 -07:00
James Betker
06c1093090 Remove collating from paired_voice_audio_dataset 
This will now be done at the model level, which is more efficient
 2022-01-06 10:29:39 -07:00
James Betker
e7a705fe6e Make gpt_asr_hf2 more efficient at inference 2022-01-06 10:27:10 -07:00
James Betker
5e1d1da2e9 Clean paired_voice 2022-01-06 10:26:53 -07:00
James Betker
525addffab Unified: automatically clip inputs according to specified max length to improve inference time 2022-01-06 10:13:45 -07:00
James Betker
61cd351b71 update unified 2022-01-06 09:48:11 -07:00
James Betker
10fd1110be Fix (?) use_gpt_tts for unified_voice 2022-01-05 20:09:31 -07:00
James Betker
3c4301f085 Remove dvae_arch_playground 2022-01-05 17:06:45 -07:00
James Betker
a63a17e48f Remove deepspeech models 2022-01-05 17:05:13 -07:00
James Betker
c584ba05ee unified_voice improvements 
- Rename max_symbols_per_phrase to max_text_tokens
- Remove max_total_tokens (no longer necessary)
- Fix integration with MelEncoder
 2022-01-05 17:03:53 -07:00
James Betker
50d267ab1a misc 2022-01-05 17:01:22 -07:00
James Betker
0fe34f57d1 Use torch resampler 2022-01-05 15:47:22 -07:00
James Betker
38aba6f88d Another dumdum fix 2022-01-04 15:18:25 -07:00
James Betker
963c6072bb Add mel_encoder and solo embeddings to unified_voice 2022-01-04 15:15:58 -07:00
James Betker
2165124f19 Add GPT documentation 2022-01-01 21:00:07 -07:00
James Betker
2635412291 doh 2022-01-01 14:29:59 -07:00
James Betker
d4a6298658 more debugging 2022-01-01 14:25:27 -07:00
James Betker
d8111e0477 misc 2022-01-01 14:05:33 -07:00
James Betker
dc535b5358 better bounds 2022-01-01 14:05:22 -07:00
James Betker
fe9ea4e01a auto-fix text_inputs too big 2022-01-01 13:25:47 -07:00
James Betker
35abefd038 More fix 2022-01-01 10:31:03 -07:00
James Betker
d5a5111890 Fix collating on by default on grand_conjoined 2022-01-01 10:30:15 -07:00
James Betker
4d9ba4a48a can i has fix now 2022-01-01 00:48:27 -07:00
James Betker
56752f1dbc Fix collator bug 2022-01-01 00:33:31 -07:00
James Betker
c28d8770c7 fix tensor lengths 2022-01-01 00:23:46 -07:00
James Betker
bbacffb790 dataset improvements and fix to unified_voice_Bilevel 2022-01-01 00:16:30 -07:00
James Betker
eda753e776 Allow conditioning shuffling to be disabled 2021-12-31 23:32:08 -07:00
James Betker
17fb934575 wer update 2021-12-31 16:21:39 -07:00
James Betker
f0c4cd6317 Taking another stab at a BPE tokenizer 2021-12-30 13:41:24 -07:00
James Betker
9aa06542cd Further reduce the complexity of the MEL encoder in GptAsrHf 2021-12-30 09:10:40 -07:00
James Betker
f2cd6a7f08 For loading conditional clips, default to falling back to loading the clip itself 2021-12-30 09:10:14 -07:00
James Betker
5ae7e0d9b0 Fix gapping bug in voice2voice clip 2021-12-29 14:44:46 -07:00
James Betker
51ce1b5007 Add conditioning clips features to grand_conjoined 2021-12-29 14:44:32 -07:00
James Betker
b12f47b36d Add some noise to voice_voice_clip 2021-12-29 13:56:30 -07:00
James Betker
c6ef0eef0b asdf 2021-12-29 10:07:39 -07:00
James Betker
53784ec806 grand conjoined dataset: support collating 2021-12-29 09:44:37 -07:00
James Betker
8a02ba5935 Transit s2s clips back to CPU memory after processing 2021-12-29 08:54:07 -07:00
James Betker
af6d5cd526 Add resume into speech-speech 2021-12-29 08:50:49 -07:00
James Betker
0e4bcc33ab Additional debugging 2021-12-29 00:23:27 -07:00
James Betker
b24a51f0aa Check in speech2speech CLIP inference tool 2021-12-29 00:19:44 -07:00
James Betker
c1bef01dfa GptAsrHf2 checkin 2021-12-28 20:48:38 -07:00
James Betker
07c2b9907c Add voice2voice clip model 2021-12-28 16:18:12 -07:00
James Betker
a9ee5b624f Simplify and conform gpt_asr_hf2 2021-12-28 11:54:33 -07:00
James Betker
a5b4bee719 Improve asr_eval 2021-12-28 11:45:15 -07:00
James Betker
312f631c5b gpt_asr_hf2: remove dual positional embeddings 2021-12-28 10:57:45 -07:00
James Betker
93624fa4b2 Don't use tqdm in ranks!=0 2021-12-28 10:06:54 -07:00
James Betker
a12042ea99 Allow multi-embeddings to be disabled 2021-12-28 09:00:53 -07:00
James Betker
4a32949b0e update inference mode for unified 2021-12-26 15:33:21 -07:00
James Betker
a698d3f525 unified_voice: introduce paired embeddings 2021-12-26 15:33:05 -07:00
James Betker
6996dfd9d5 asr_hf2: add independent position embedders 2021-12-26 15:17:24 -07:00
James Betker
5b5cbc057c Work checkpoint for gpt asr hf2 2021-12-26 10:29:12 -07:00
James Betker
cd89e6b42e Initialize our embeddings the same way GPT-2 initializes theirs. 2021-12-26 00:20:30 -07:00
James Betker
8d01f7685c Get rid of absolute positional embeddings in unifiedvoice 2021-12-26 00:10:24 -07:00
James Betker
6700f8851d moar verbosity 2021-12-25 23:23:21 -07:00
James Betker
8acf3b3097 Better dimensional asserting 2021-12-25 23:18:25 -07:00
James Betker
e959541494 Add position embeddings back into unified_voice 
I think this may be the solution behind the days problems.
 2021-12-25 23:10:56 -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
746392f35c Fix DS 2021-12-25 15:28:59 -07:00
James Betker
736c2626ee build in character tokenizer 2021-12-25 15:21:01 -07:00
James Betker
b595c62893 One way decoder for decoding from mel codes 2021-12-25 12:18:00 -07:00
James Betker
ab9cafa572 Make tokenization configs more configurable 2021-12-25 12:17:50 -07:00
James Betker
52410fd9d9 256-bpe tokenizer 2021-12-25 08:52:08 -07:00
James Betker
8e26400ce2 Add inference for unified gpt 2021-12-24 13:27:06 -07:00
James Betker
ead2a74bf0 Add debug_failures flag 2021-12-23 16:12:16 -07:00
James Betker
9677f7084c dataset mod 2021-12-23 15:21:30 -07:00
James Betker
8b19c37409 UnifiedGptVoice! 2021-12-23 15:20:26 -07:00
James Betker
5bc9772cb0 grand: support validation mode 2021-12-23 15:03:20 -07:00
James Betker
e55d949855 GrandConjoinedDataset 2021-12-23 14:32:33 -07:00
James Betker
b9de8a8eda More fixes 2021-12-22 19:21:29 -07:00
James Betker
191e0130ee Another fix 2021-12-22 18:30:50 -07:00
James Betker
6c6daa5795 Build a bigger, better tokenizer 2021-12-22 17:46:18 -07:00
James Betker
c737632eae Train and use a bespoke tokenizer 2021-12-22 15:06:14 -07:00
James Betker
66bc60aeff Re-add start_text_token 2021-12-22 14:10:35 -07:00
James Betker
a9629f7022 Try out using the GPT tokenizer rather than nv_tacotron 
This results in a significant compression of the text domain, I'm curious what the
effect on speech quality will be.
 2021-12-22 14:03:18 -07:00
James Betker
ced81a760b restore nv_tacotron 2021-12-22 13:48:53 -07:00
James Betker
7bf4f9f580 duplicate nvtacotron 2021-12-22 13:48:30 -07:00
James Betker
7ae7d423af VoiceCLIP model 2021-12-22 13:44:11 -07:00
James Betker
09f7f3e615 Remove obsolete lucidrains DALLE stuff, re-create it in a dedicated folder 2021-12-22 13:44:02 -07:00
James Betker
a42b94ab72 gpt_tts_hf inference fixes 2021-12-22 13:22:15 -07:00
James Betker
48e3ee9a5b Shuffle conditioning inputs along the positional axis to reduce fitting on prosody and other positional information 
The mels should still retain some short-range positional information the model can use
for tone and frequencies, for example.
 2021-12-20 19:05:56 -07:00
James Betker
53858b2055 Fix gpt_tts_hf inference 2021-12-20 17:45:26 -07:00
James Betker
712d746e9b gpt_tts: format conditioning inputs more for contextual voice clues and less for prosidy 
also support single conditional inputs
 2021-12-19 17:42:29 -07:00
James Betker
c813befd53 Remove dedicated positioning embeddings 2021-12-19 09:01:31 -07:00
James Betker
b4ddcd7111 More inference improvements 2021-12-19 09:01:19 -07:00
James Betker
f9c45d70f0 Fix mel terminator 2021-12-18 17:18:06 -07:00
James Betker
937045cb63 Fixes 2021-12-18 16:45:38 -07:00
James Betker
9b9f7ea61b GptTtsHf: Make the input/target placement easier to reason about 2021-12-17 10:24:14 -07:00
James Betker
2fb4213a3e More lossy fixes 2021-12-17 10:01:42 -07:00
James Betker
dee34f096c Add use_gpt_tts script 2021-12-16 23:28:54 -07:00
James Betker
9e8a9bf6ca Various fixes to gpt_tts_hf 2021-12-16 23:28:44 -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
4f8c4d130c gpt_tts_hf: pad mel tokens with an <end_of_sequence> token. 2021-12-12 20:04:50 -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
8917c02a4d gpt_tts_hf inference first pass 2021-12-12 19:51:44 -07:00
James Betker
63bf135b93 Support norms 2021-12-11 08:30:49 -07:00
James Betker
959979086d fix 2021-12-11 08:18:00 -07:00
James Betker
5a664aa56e misc 2021-12-11 08:17:26 -07:00
James Betker
d610540ce5 mel norm computation script 2021-12-11 08:16:50 -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
James Betker
b2d8fbcfc0 build a better speech synthesis toolset 2021-12-09 22:59:56 -07:00
James Betker
32cfcf3684 Turn off optimization in find_faulty_files 2021-12-09 09:02:09 -07:00
James Betker
a66a2bf91b Update find_faulty_files 2021-12-09 09:00:00 -07:00
James Betker
9191201f05 asd 2021-12-07 09:55:39 -07:00
James Betker
ef15a39841 fix gdi bug? 2021-12-07 09:53:48 -07:00
James Betker
6ccff3f49f Record codes more often 2021-12-07 09:22:45 -07:00
James Betker
d0b2f931bf Add feature to diffusion vocoder where the spectrogram conditioning layers can be re-trained apart from the rest of the model 2021-12-07 09:22:30 -07:00
James Betker
662920bde3 Log codes when simply fetching codebook_indices 2021-12-06 09:21:43 -07:00
James Betker
380a5d5475 gdi.. 2021-12-03 08:53:09 -07:00
James Betker
101a01f744 Fix dvae codes issue 2021-12-02 23:28:36 -07:00
James Betker
31fc693a8a dafsdf 2021-12-02 22:55:36 -07:00
James Betker
040d998922 maasd 2021-12-02 22:53:48 -07:00
James Betker
cc10e7e7e8 Add tsv loader 2021-12-02 22:43:07 -07:00
James Betker
702607556d nv_tacotron_dataset: allow it to load conditioning signals 2021-12-02 22:14:44 -07:00
James Betker
07b0124712 GptTtsHf! 2021-12-02 21:48:42 -07:00
James Betker
85542ec547 One last fix for gpt_asr_hf2 2021-12-02 21:19:28 -07:00
James Betker
68e9db12b5 Add interleaving and direct injectors 2021-12-02 21:04:49 -07:00
James Betker
04454ee63a Add evaluation logic for gpt_asr_hf2 2021-12-02 21:04:36 -07:00
James Betker
47fe032a3d Try to make diffusion validator more reproducible 2021-11-24 09:38:10 -07:00
James Betker
5956eb757c ffffff 2021-11-24 00:19:47 -07:00
James Betker
f1ed0588e3 another fix 2021-11-24 00:11:21 -07:00
James Betker
7a3c4a4fc6 Fix lr quantizer decode 2021-11-24 00:01:26 -07:00
James Betker
3f6ecfe0db q fix 2021-11-23 23:50:27 -07:00
James Betker
d9747fe623 Integrate with lr_quantizer 2021-11-23 19:48:22 -07:00
James Betker
82d0e7720e Add choke to lucidrains_dvae 2021-11-23 18:53:37 -07:00
James Betker
934395d4b8 A few fixes for gpt_asr_hf2 2021-11-23 09:29:29 -07:00
James Betker
3b5c3d85d8 Allow specification of wandb run name 2021-11-22 17:31:29 -07:00
James Betker
01e635168b whoops 2021-11-22 17:24:13 -07:00
James Betker
973f47c525 misc nonfunctional 2021-11-22 17:16:39 -07:00
James Betker
3125ca38f5 Further wandb logs 2021-11-22 16:40:19 -07:00
James Betker
19c80bf7a7 Improve wandb logging 2021-11-22 16:40:05 -07:00
James Betker
0604060580 Finish up mods for next version of GptAsrHf 2021-11-20 21:33:49 -07:00
James Betker
14f3155ec4 misc 2021-11-20 17:45:14 -07:00
James Betker
687e0746b3 Add Torch-derived MelSpectrogramInjector 2021-11-18 20:02:45 -07:00
James Betker
555b7e52ad Add rev2 of GptAsrHf 2021-11-18 20:02:24 -07:00
James Betker
c30a38cdf1 Undo baseline GDI changes 2021-11-18 20:02:09 -07:00
James Betker
1287915f3c Fix dvae test failure 2021-11-18 00:58:36 -07:00
James Betker
019acfa4c5 Allow flat dvae 2021-11-18 00:53:42 -07:00
James Betker
f3db41f125 Fix code logging 2021-11-18 00:34:37 -07:00
James Betker
f36bab95dd Audio resample injector 2021-11-10 20:06:33 -07:00
James Betker
79367f753d Fix error & add nonfinite warning 2021-11-09 23:58:41 -07:00
James Betker
5d5558893a Merge remote-tracking branch 'origin/master' 2021-11-08 20:10:49 -07:00
James Betker
d43f25cc20 Update losses 2021-11-08 20:10:07 -07:00
James Betker
c584320cf3 Fix gpt_asr_hf distillation 2021-11-07 21:53:21 -07:00
James Betker
9b3c3b1227 use sets instead of list ops 2021-11-07 20:45:57 -07:00
James Betker
722d3dbdc2 f 2021-11-07 18:52:05 -07:00
James Betker
18b1de9b2c Add exclusion_lists to unsupervised_audio_dataset 2021-11-07 18:46:47 -07:00
James Betker
9b693b0a54 Fixes to filter_clips_hifreq 2021-11-07 18:42:22 -07:00
James Betker
a367ea3fda Add script for computing attention for gpt_asr 2021-11-07 18:42:06 -07:00
James Betker
3c0f2fbb21 Add filtration script for finding resampled clips (or phone calls) 2021-11-07 14:16:11 -07:00
James Betker
756b4dad09 Working gpt_asr_hf inference - and it's a beast! 2021-11-06 21:47:15 -06:00
James Betker
596a62fe01 Apply fix to gpt_asr_hf and prep it for inference 
Fix is that we were predicting two characters in advance, not next character
 2021-11-04 10:09:24 -06:00
James Betker
fd14746bf8 badtimes 2021-11-03 00:33:38 -06:00
James Betker
2fa80486de tacotron_dataset: recover gracefully 2021-11-03 00:31:50 -06:00
James Betker
af51d00dee Load wav files from voxpopuli instead of oggs 2021-11-02 09:32:26 -06:00
James Betker
3b65241b6b Get rid of printing grad names (didn't work very well..) 2021-11-01 18:44:05 -06:00
James Betker
993bd52d42 Add spec_augment injector 2021-11-01 18:43:11 -06:00
James Betker
4cff774b0e Reduce complexity of the encoder for gpt_asr_hf 2021-11-01 17:02:28 -06:00
James Betker
da55ca0438 gpt_asr using the huggingfaces transformer 2021-11-01 17:00:22 -06:00
James Betker
ee9b199d2b Build in capacity to revert & resume networks that encounter a NaN 
I'm increasingly seeing issues where something like this can be useful. In many (most?)
cases it's just a waste of compute, though. Still, better than a cold computer for a whole
night.
 2021-11-01 16:14:59 -06:00
James Betker
87364b890f Add custom clip_grad_norm that prints out the param names in error. 2021-11-01 11:12:20 -06:00
James Betker
f7d0901ce6 Decouple MEL from nv_tacotron_dataset 2021-10-31 15:01:38 -06:00
James Betker
b8b268b5f6 Misc 2021-10-31 14:29:23 -06:00
James Betker
b404a3b747 Revert recent changes to extr 2021-10-30 20:48:06 -06:00
James Betker
83cccef9d8 Condition on full signal 2021-10-30 19:58:34 -06:00
James Betker
e9dc37f19c Mod trainer to copy config file into experiments root 2021-10-30 17:00:24 -06:00
James Betker
36ed28913a Fix two scripts 2021-10-30 17:00:06 -06:00
James Betker
df45a9dec2 Fix inference mode for lucidrains_gpt 2021-10-30 16:59:18 -06:00
James Betker
466b9fbcaa classify 2021-10-29 20:22:40 -06:00
James Betker
92fe8b4dd9 ffffpt2 2021-10-29 17:29:49 -06:00
James Betker
95ca88efce Fix feedforward 2021-10-29 17:27:51 -06:00
James Betker
b476516340 Check in backing changes (which may have broken something?) 2021-10-29 17:22:33 -06:00
James Betker
986fc9628d Check in GPT with new inference methods (but not the backing code..) 2021-10-29 17:21:40 -06:00
James Betker
0822792d79 Fix options.py bug 2021-10-29 14:47:31 -06:00
James Betker
928e7026c2 Mod STFT injector to be specifiable 2021-10-28 22:34:12 -06:00
James Betker
579f0a70ee Move UnsupervisedAudioDataset to use my new mp3 loader 2021-10-28 22:33:12 -06:00
James Betker
2afea126d7 mod trainer to be very explicit about the fact that loading models and state together dont work, but allow it 2021-10-28 22:32:42 -06:00
James Betker
bb0a0c8264 classify_into_folders script 2021-10-27 14:56:16 -06:00
James Betker
d91dcbd404 Make classifier inference script more open 2021-10-27 13:18:54 -06:00
James Betker
58494b0888 Add support for distilling gpt_asr 2021-10-27 13:10:07 -06:00
James Betker
5d714bc566 Add deepspeech model and support for decoding with it 2021-10-27 13:09:46 -06:00
James Betker
15437b2fc3 WER script 2021-10-26 13:30:29 -06:00
James Betker
3a9d1c53ea Rework conditioning inputs provided 2021-10-26 10:46:33 -06:00
James Betker
21b6daa0ed Introduce clip resampling 2021-10-26 10:42:23 -06:00
James Betker
43e389aac6 Add time_embed_dim_multiplier 2021-10-26 08:55:55 -06:00
James Betker
ba6e46c02a Further simplify diffusion_vocoder and make noise_surfer work 2021-10-26 08:54:30 -06:00
James Betker
c3421b7f6d Dataset work for audio quality processor 2021-10-24 09:09:34 -06:00
James Betker
0ee1c67ce5 Rework how conditioning inputs are applied to DiffusionVocoder 2021-10-24 09:08:58 -06:00
James Betker
b1248e7114 Get rid of filter_urbansounds 2021-10-21 16:46:04 -06:00
James Betker
06ea6191a9 Initial implementation of audio_with_noise dataset 2021-10-21 16:45:19 -06:00
James Betker
9a3e89ec53 Force LR fix 2021-10-21 12:01:01 -06:00
James Betker
40cb25292a Fix force_lr logic 2021-10-21 11:51:30 -06:00
James Betker
0dee15f875 base DVAE & vector_quantizer 2021-10-20 21:19:38 -06:00
James Betker
f2a31702b5 Clean stuff up, move more things into arch_util 2021-10-20 21:19:25 -06:00
James Betker
a6f0f854b9 Fix codes when inferring from dvae 2021-10-17 22:51:17 -06:00
James Betker
d016a2fbad Go back to vanilla flavor of diffusion 2021-10-17 17:32:46 -06:00
James Betker
23da073037 Norm decoder outputs now 2021-10-16 09:07:10 -06:00
James Betker
0edc98f6c4 Throw out the idea of conditioning on discrete codes. Oh well :( 2021-10-16 09:02:01 -06:00
James Betker
62c8c5d93e Zero out spectrogram code inputs initially. 2021-10-15 12:10:11 -06:00
James Betker
1d0b44ebc2 More tweaks to diffusion-vocoder 2021-10-15 11:51:17 -06:00
James Betker
3b19581f9a Allow num_resblocks to specified per-level 2021-10-14 11:26:04 -06:00
James Betker
83798887a8 Mods to support unet diffusion vocoder with conditioning 2021-10-13 21:23:18 -06:00
James Betker
c861054218 Restore spleeter_splitter 
The mods don't help - in TF mode, everything is done on the GPU anyways. Something else
is going to have to be done to fix this.
 2021-10-09 23:55:42 -06:00
James Betker
32ba496632 More fixes 2021-10-09 23:27:14 -06:00
James Betker
932ea29a83 Add multiprocessing to the spleeter splitter script to try and improve performance further 2021-10-09 23:15:36 -06:00
James Betker
b94e587f46 Improvements to spleeter_filter_noisy_clips 2021-10-07 21:28:00 -06:00
James Betker
33120cb35c Add norming to discretization_loss 2021-10-06 17:10:50 -06:00
James Betker
bb891a3a53 Add partitioning and improved resuming to the spleeter filtering 2021-10-06 17:10:12 -06:00
James Betker
f2977d360c Allow attention_dim in channel attention to be specified, add converter 2021-10-05 17:29:38 -06:00
James Betker
9c0d7288ea Discretization loss attempt 2021-10-04 20:59:21 -06:00
James Betker
66f99a159c Rev2 2021-10-03 15:20:50 -06:00
James Betker
09f373e3b1 Add dvae with channel attention 2021-10-03 10:52:01 -06:00
James Betker
0396a9d2ca Increase baseline codes recording across all dvae models 2021-09-30 08:09:07 -06:00
James Betker
f84ccbdfb2 Fix quantizer with balancing_heuristic 2021-09-29 14:46:05 -06:00
James Betker
4914c526dc More cleanup 2021-09-29 14:24:49 -06:00
James Betker
6e550edfe3 Attentive dvae 2021-09-29 14:17:29 -06:00
James Betker
fc8ae4679a Work on spleeter filtering script 2021-09-29 09:24:56 -06:00
James Betker
55b58fb67f Clean up codebase 
Remove stuff that I'm likely not going to use again (or generally failed experiments)
 2021-09-29 09:21:44 -06:00
James Betker
4d1a42e944 Add switchnorm to gumbel_quantizer 2021-09-24 18:49:25 -06:00
James Betker
ac57cdc794 Add scheduling to quantizer, enable cudnn_benchmarking to be disabled 2021-09-24 17:01:36 -06:00
James Betker
3e64e847c2 Gumbel quantizer 2021-09-23 23:32:03 -06:00
James Betker
c5297ccec6 Add dvae balancing heuristic 2021-09-23 21:19:36 -06:00
James Betker
e24c619387 Fix 2021-09-23 16:07:58 -06:00
James Betker
6833048bf7 Alterations to diffusion_dvae so it can be used directly on spectrograms 2021-09-23 15:56:25 -06:00
James Betker
97ea329a59 Make spleeter filter simpler (and hopefully much faster) 2021-09-17 15:29:42 -06:00
James Betker
359e9e27a7 unsupervised_audio_dataset: try to recover from failures of audio2numpy 2021-09-17 15:25:57 -06:00
James Betker
5c8d266d4f chk 2021-09-17 09:15:36 -06:00
James Betker
a6544f1684 More checkpointing fixes 2021-09-16 23:12:43 -06:00
James Betker
94899d88f3 Fix overuse of checkpointing 2021-09-16 23:00:28 -06:00
James Betker
f78ce9d924 Get diffusion_dvae ready for prime time! 2021-09-16 22:43:10 -06:00
James Betker
1197ae1928 Misc 2021-09-16 10:53:56 -06:00
James Betker
6f48674647 Support diffusion models with extra return values & inference in diffusion_dvae 2021-09-16 10:53:46 -06:00
James Betker
8d9857f33d More fixes 2021-09-14 20:45:05 -06:00
James Betker
9a9c90660f Fixes 2021-09-14 18:29:17 -06:00
James Betker
4334a67924 Spleeter mods 2021-09-14 17:43:40 -06:00
James Betker
0382660159 Get diffusion_dvae functional 2021-09-14 17:43:31 -06:00
James Betker
e513052fca Add unsupervised_audio_dataset 2021-09-14 17:43:16 -06:00
James Betker
bc603c3231 Script adjustments and fixes 2021-09-12 21:26:45 -06:00
James Betker
76e2c497f7 Improvements to splitter 2021-09-09 23:34:56 -06:00
James Betker
742f9b4010 Batch spleeter cleaner using GPU 2021-09-09 23:14:32 -06:00
James Betker
73b930c0f6 Add diffusion_dvae 
Increase split_on_silence interval
 2021-09-09 16:22:05 -06:00
James Betker
b8f2e0f452 mydvae 2021-09-06 17:45:30 -06:00
James Betker
92e7e57f81 Update diffusion_noise_surfer to support audio 2021-09-01 08:34:47 -06:00
James Betker
3e073cff85 Set kernel_size in diffusion_vocoder 2021-09-01 08:33:46 -06:00
James Betker
30cd33fe44 another fix 2021-08-31 14:46:46 -06:00
James Betker
8810d3de97 fix wavfile_dataset 2021-08-31 14:45:29 -06:00
James Betker
dabd87246d Add unet_diffusion_vocoder 2021-08-31 14:38:33 -06:00
James Betker
274d352e6f dug 2021-08-30 21:45:58 -06:00
James Betker
f1a0c21fb2 asr_eval 2021-08-30 21:41:34 -06:00
James Betker
ed6eae407f More scripts for splitting and formatting audio 2021-08-30 21:20:52 -06:00
James Betker
909754cc27 Add find_faulty_files.py 2021-08-25 18:00:43 -06:00
James Betker
08b33c8e3a Support silu activation 2021-08-25 09:03:14 -06:00
James Betker
67bf7f5219 dvae mods 
Trying to squeeze as much performance out of this net as possible
 2021-08-25 08:55:13 -06:00
James Betker
d05cc1f46c Misc 2021-08-24 17:12:04 -06:00
James Betker
9dfe936c16 Fix ddp for sampler 2021-08-19 16:45:34 -06:00
James Betker
b521d94b01 Make gpt-asr more configurable 2021-08-19 16:33:41 -06:00
James Betker
570ed327ed Stop dataset - attempt #2 2021-08-18 18:29:38 -06:00
James Betker
17453ccbe8 Revert mods to lrdvae 
They didn't really change anything
 2021-08-17 09:09:29 -06:00
James Betker
8332923f5c Two more tools to test the audio segmentor 2021-08-17 09:09:11 -06:00
James Betker
7c086d0c2c libritts - only write on successful check 2021-08-16 22:52:55 -06:00
James Betker
93e903af15 Rework wavfile dataset to be usable for things other than augments 2021-08-16 22:52:35 -06:00
James Betker
d7f30232c3 Oh yeah 2021-08-16 22:52:15 -06:00
James Betker
4c01d82265 Fix for voxpopuli 2021-08-16 22:52:05 -06:00
James Betker
1fede41b7b Audio segmentor 2021-08-16 22:51:53 -06:00
James Betker
2d3372054d Add support for voxpopuli to nv_tacotron_dataset 2021-08-16 17:13:40 -06:00
James Betker
729c1fd5a9 Fix up max lengths to save memory 2021-08-15 21:29:28 -06:00
James Betker
9e47e64d5a Add gpt_segmentor model 
The idea is to specifically train a model that extracts phrases from
audio clips.
 2021-08-15 21:23:07 -06:00
James Betker
a826d5f658 Mods to dvae 
- Add resblock to each layer
- Increase filter size for each layer
- Use SiLU
 2021-08-15 20:54:10 -06:00
James Betker
b8bec22f1a Fix gpt_asr inference bug 2021-08-15 20:53:42 -06:00
James Betker
3580c52eac Fix up wavfile_dataset to be able to provide a full clip 2021-08-15 20:53:26 -06:00
James Betker
a523c4f932 Auto-normalize wav files by data type 2021-08-15 09:09:51 -06:00
James Betker
98057b6516 Make lrdvae use quantized mode in eval() 2021-08-14 23:43:01 -06:00
James Betker
c28f657ab8 Allow usage of pre-rendered mels saved to npy files 2021-08-14 23:38:15 -06:00
James Betker
ad3391bd96 Fix nan issue when interpolating audio 2021-08-14 20:42:01 -06:00
James Betker
769f0acc53 Moar fix 2021-08-14 17:23:15 -06:00
James Betker
3d2e724083 Fix audio ranging problem 2021-08-14 17:18:55 -06:00
James Betker
d6a73acaed Allow processing of multiple audio sources at once from nv_tacotron_dataset 2021-08-14 16:04:05 -06:00
James Betker
007976082b GPT_asr for inference 2021-08-14 14:37:17 -06:00
James Betker
e1bdd3f7c7 Fix gpt_asr bug. Initial implementation of beam search 2021-08-13 22:47:00 -06:00
James Betker
72622b4d61 Allow saving mel strips as files from the dataset implementation 2021-08-13 22:46:41 -06:00
James Betker
cfd284f425 Fix up some stuff that allows the MEL to be computed on-GPU 2021-08-13 18:35:55 -06:00
James Betker
cdee31c60b GPT_ASR 2021-08-13 15:02:18 -06:00
James Betker
81e91c99de Misc 2021-08-13 13:58:59 -06:00
James Betker
fff1a59e08 max/min mel invalid fix 2021-08-13 09:36:31 -06:00
James Betker
4b2946e581 More fix 2021-08-12 15:51:23 -06:00
James Betker
4c76257c71 Dont require collation for nv_tacotron 2021-08-12 15:44:55 -06:00
James Betker
5b07d3b623 Found error that I was trying to fix with reload=True 2021-08-12 15:22:34 -06:00
James Betker
430b650a34 ...... 2021-08-12 10:31:10 -06:00
James Betker
b35d6ae028 Print some metrics from tacotron dataset when it croaks 2021-08-12 09:21:12 -06:00
James Betker
0c4d6b1916 Just offer generic re-load for nv-tacotron 2021-08-12 09:09:12 -06:00
James Betker
154f5aa73c Fix annoying warning and add to requirements 2021-08-11 17:32:06 -06:00
James Betker
f5a9b88ef6 tacotron cleaners: remove quotation marks 
these don't really have relevance for tts or asr
 2021-08-11 16:18:44 -06:00
James Betker
20586a8edc Fix LRDVAE bug with quantizer integration 2021-08-11 16:17:22 -06:00
James Betker
f04a7bdf63 Bug fixes for tacotron dataset on mozilla cv 
- Support a max mel length (mozilla cv has some tracks that are basically unbounded..)
- Don't fail on low sample rates (mozilla cv has some of those)
 2021-08-11 16:17:03 -06:00
James Betker
2d3f0cc33c nv_tacotron_dataset - Allow training on mozilla cv 2021-08-11 13:34:31 -06:00
James Betker
d0c74278bf Enable multiple wavfile paths to be specified, fix eps bug in mp3 splitter 2021-08-11 08:46:02 -06:00
James Betker
e19c00398e More improvements to random_mp3_splitter 2021-08-09 21:31:12 -06:00
James Betker
04d14b3acc No batch factors for eval 2021-08-09 16:02:01 -06:00
James Betker
82fc69abfa Add "pure" evaluator 
Which simply computes the training loss against an eval dataset
 2021-08-09 14:58:35 -06:00
James Betker
080bea2f19 No, really 2021-08-09 12:02:31 -06:00
James Betker
e1ce4671e4 Apply dropout to gpt_tts, get rid of min_gpt implementation 2021-08-09 12:01:10 -06:00
James Betker
74342b860b Revert "Undo forced text padding" 
This reverts commit 83ab5e6a00.
 2021-08-09 11:56:34 -06:00
James Betker
1068f53b78 Add a sampling beam search 2021-08-09 11:56:06 -06:00
James Betker
d4e33bf15f Fixes to the mp3 splitter 2021-08-09 11:55:46 -06:00
James Betker
4100469902 Add a tool to split mp3 files into arbitrary chunks of wav files 2021-08-08 23:23:13 -06:00
James Betker
01cfae28d8 Beam search implementation in one pass? Dayyyum 2021-08-08 23:22:42 -06:00
James Betker
83ab5e6a00 Undo forced text padding 2021-08-08 11:42:20 -06:00
James Betker
690d7e86d3 Fix nv_tacotron_dataset bug which incorrectly mapped filenames 
dammit..
 2021-08-08 11:38:52 -06:00
James Betker
a2afb25e42 Fix inference, always flow full text tokens through transformer 2021-08-07 20:11:10 -06:00
James Betker
4c678172d6 ugh 2021-08-06 22:10:18 -06:00
James Betker
e723137273 Make gpttts more configurable 2021-08-06 22:08:51 -06:00
James Betker
a7496b661c combined dvae ftw 2021-08-06 22:01:06 -06:00
James Betker
0237e96b34 Fix dvae bug 2021-08-06 14:17:01 -06:00
James Betker
0799d95af5 Use quantizer from rosinality/vqvae with openai dvae 2021-08-06 14:06:26 -06:00
James Betker
d3ace153af Add logic for performing inference using gpt_tts with dual-encoder modes 2021-08-06 12:04:12 -06:00
James Betker
b43683b772 Add lucidrains_dvae 2021-08-06 12:03:46 -06:00
James Betker
62c7570512 Constrain wav_aug a bit more 2021-08-06 08:19:38 -06:00
James Betker
f126040da2 Undo noise first 2021-08-05 23:24:38 -06:00
James Betker
908ef5495f Add noise first to audio_aug 2021-08-05 23:22:44 -06:00
James Betker
d6007c6de1 dataset fixes 2021-08-05 23:12:59 -06:00
James Betker
3ca51e80b2 Only fix weird path bug in windows 2021-08-05 22:21:25 -06:00
James Betker
70dcd1107f Fix byol_model_wrapper to function with audio inputs 2021-08-05 22:20:22 -06:00
James Betker
f86df53ce0 Export extract_byol_model as a function 2021-08-05 22:15:26 -06:00
James Betker
89d15c9e74 Move gpt-tts back to lucidrains implementation 
Much better performance.
 2021-08-05 22:15:13 -06:00
James Betker
d120e1aa99 Add audio augmentation to wavfile_dataset, utility to test audio similary 2021-08-05 22:14:49 -06:00
James Betker
c0f61a2e15 Rework how DVAE tokens are ordered 
It might make more sense to have top tokens, then bottom tokens
with top tokens having different discretized values.
 2021-08-05 07:07:17 -06:00
James Betker
4017236ba9 Fix up inference for gpt_tts 2021-08-05 06:46:30 -06:00
James Betker
5037220ac7 Mods to support contrastive learning on audio files 2021-08-05 05:57:04 -06:00
James Betker
341f28dd82 It works! 2021-08-04 20:07:51 -06:00
James Betker
36c7c1fbdb Fix training flow for NEXT TOKEN prediction instead of same token prediction 
doh
 2021-08-04 10:28:09 -06:00
James Betker
d9936df363 Add gpt_tts dataset and implement inference 
- Adds a script which preprocesses quantized mels given a DVAE
- Adds a dataset which can consume preprocessed qmels
- Reworks GPT TTS to consume the outputs of that dataset (removes logic to add padding and start/end tokens)
- Adds inference to gpt_tts
 2021-08-04 00:44:04 -06:00
James Betker
4c98b9703f Get dalle-style TTS to "work" 2021-08-03 21:08:27 -06:00
James Betker
2814307eee Alterations to support VQVAE on mel spectrograms 2021-08-01 07:54:21 -06:00
James Betker
965f6e6b52 Fixes to weight_decay in adamw 2021-07-31 15:58:41 -06:00
James Betker
0c9e75bc69 Improvements to GptTts 2021-07-31 15:57:57 -06:00
James Betker
31ee9ae262 Checkin 2021-07-30 23:07:35 -06:00
James Betker
dadc54795c Add gpt_tts 2021-07-27 20:33:30 -06:00
James Betker
398185e109 More work on wave-diffusion 2021-07-27 05:36:17 -06:00
James Betker
49e3b310ea Allow audio sample rate interpolation for faster training 2021-07-26 17:44:06 -06:00
James Betker
96e90e7047 Add support for a gaussian-diffusion-based wave tacotron 2021-07-26 16:27:31 -06:00
James Betker
97d7cbbc34 Additional work for audio xformer (which doesnt really do a great job) 2021-07-23 10:58:14 -06:00
James Betker
2325e7a88c Allow inference for vqvae 2021-07-20 10:40:05 -06:00
James Betker
d81386c1be Mods to support vqvae in audio mode (1d) 2021-07-20 08:36:46 -06:00
James Betker
5584cfcc7a tacotron2 work 2021-07-14 21:41:57 -06:00
James Betker
fe0c699ced Various fixes 2021-07-14 00:08:42 -06:00
James Betker
be2745f42d Add waveglow & inference capabilities to audio generator 2021-07-08 23:07:36 -06:00
James Betker
1ff434218e tacotron2, ready for prime time! 2021-07-08 22:13:44 -06:00
James Betker
86fd3ad7fd Initial checkin of nvidia tacotron model & dataset 
These two are tested, full support for training to come.
 2021-07-06 11:11:35 -06:00
James Betker
3801d5d55e diffusion surfin' 2021-07-06 09:36:52 -06:00
James Betker
afa41f1804 Allow hq color jittering and corruptions that are not included in the corruption factor 2021-06-30 09:44:46 -06:00
James Betker
6fd16ea9c8 Add meta-anomaly detection, colorjitter augmentation 2021-06-29 13:41:55 -06:00
James Betker
46e9f62be0 Add unet with latent guide 
This is a diffusion network that uses both a LQ image
and a reference sample HQ image that is compressed into
a latent vector to perform upsampling

The hope is that we can steer the upsampling network
with sample images.
 2021-06-26 11:02:58 -06:00
James Betker
0ded106562 Merge remote-tracking branch 'origin/master' 2021-06-25 13:16:28 -06:00
James Betker
a57ed8e960 Various mods to support better jpeg image filtering 2021-06-25 13:16:15 -06:00
James Betker
61e7ca39cd
Update image_folder_dataset.py 2021-06-25 11:48:31 -06:00
James Betker
a0ef07ddb8
Create unet_latent_guide.py 2021-06-25 11:25:14 -06:00
James Betker
e7890dc0ba Misc fixes for diffusion nets 2021-06-21 10:38:07 -06:00
James Betker
8e3a33e001 Fix a bug where non-rank-0 is computing FID before all images are saved. 2021-06-16 16:27:09 -06:00
James Betker
68cbbed886 Add some cool diffusion testing scripts 2021-06-16 16:26:36 -06:00
James Betker
ae8de0cb9d fid saving images across all rank fix 2021-06-15 10:31:07 -06:00
James Betker
6a75bd0777 Another fix 2021-06-14 09:51:44 -06:00
James Betker
54bff35171 Fix issue where eval was not being used by all ddp processes 2021-06-14 09:50:04 -06:00
James Betker
60079a1572 Fix saver in distributed mode 2021-06-14 09:41:06 -06:00
James Betker
545f2db170 Distributed FID dataset across processes 2021-06-14 09:33:44 -06:00
James Betker
6b32c87dcb Try to make diffusion fid more deterministic 2021-06-14 09:27:43 -06:00
James Betker
5b4f86293f Add FID evaluator for diffusion models 2021-06-14 09:14:30 -06:00
James Betker
9cfe840872 Attempt to fix syncing multiple times when doing gradient accumulation 2021-06-13 14:30:30 -06:00
James Betker
1cd75dfd33 Fix ddp bug 2021-06-13 10:25:23 -06:00
James Betker
3e3ad7825f Add support for training an EMA network alongside the main networks 2021-06-12 21:01:41 -06:00
James Betker
696f320820 Get rid of feature networks 2021-06-11 20:50:07 -06:00
James Betker
65c474eecf Various changes to fix testing 2021-06-11 15:31:10 -06:00
James Betker
220f11a5e4 Half channel sizes in cifar_resnet 2021-06-09 17:06:37 -06:00
James Betker
aea12e1b9c Fix cat eval hack 2021-06-09 17:05:11 -06:00
James Betker
9b5f4abb91 Add fade in for hard switch 2021-06-07 18:15:09 -06:00
James Betker
108c5d829c Fix dropout norm 2021-06-07 16:13:23 -06:00
James Betker
438217094c Also debug distribution of switch 2021-06-07 15:36:07 -06:00
James Betker
44b09e5f20 Amplify dropout rate 2021-06-07 15:20:53 -06:00
James Betker
f0d4eb9182 Fixor 2021-06-07 11:58:36 -06:00
James Betker
c456a60466 Another go at fixing nan 2021-06-07 11:51:43 -06:00
James Betker
1c574c5bd1 Attempt to fix nan 2021-06-07 11:43:42 -06:00
James Betker
eda796985b Try out dropout norm 2021-06-07 11:33:33 -06:00
James Betker
6c6e82406e Pass a corruption factor through the dataset into the upsampling network 
The intuition is this will help guide the network to make better informed decisions
about how it performs upsampling based on how it perceives the underlying content.

(I'm giving up on letting networks detect their own quality - I'm not convinced it is
actually feasible)
 2021-06-07 09:13:54 -06:00
James Betker
2ad2b56438 Don't do wandb except on rank 0 2021-06-06 16:52:07 -06:00
James Betker
7c5478bc2c Formatting issue with gdi 2021-06-06 16:35:37 -06:00
James Betker
061dbcd458 Another fix to anorm 2021-06-06 15:09:49 -06:00
James Betker
9a6991e461 Fix switch norm average 2021-06-06 15:04:28 -06:00
James Betker
57e1a6a0f2 cifar: add hard routing 
Also mods switched_routing to support non-pixular inputs
 2021-06-06 14:53:43 -06:00
James Betker
692e9c417b Support diffusion unet 2021-06-06 13:57:22 -06:00
James Betker
a0158ebc69 Simplify cifar resnet further for faster training 2021-06-06 10:02:24 -06:00
James Betker
75567a9814 Only head norm removed 2021-06-05 23:29:11 -06:00
James Betker
65d0376b90 Re-add normalization at the tail of the RRDB 2021-06-05 23:04:05 -06:00
James Betker
184e887122 Remove rrdb normalization 2021-06-05 21:39:19 -06:00
James Betker
f5e75602b9 Add regular attention to cifar_resnet 2021-06-05 21:34:07 -06:00
James Betker
16cd92acd5 hack 2021-06-05 14:23:41 -06:00
James Betker
af52751d6b Fix device error 2021-06-05 14:21:32 -06:00
James Betker
5f0cc65f3b Register branched resnet properly 2021-06-05 14:19:03 -06:00
James Betker
fb405d9ef1 CIFAR stuff 
- Extract coarse labels for the CIFAR dataset
- Add simple resnet that branches lower layers based on coarse labels
- Some other cleanup
 2021-06-05 14:16:02 -06:00
James Betker
80d4404367 A few fixes: 
- Output better prediction of xstart from eps
- Support LossAwareSampler
- Support AdamW
 2021-06-05 13:40:32 -06:00
James Betker
fa908a6a15 Fix wandb import issue 2021-06-04 23:27:15 -06:00
James Betker
103a88506e Log eval to wandb 2021-06-04 23:23:20 -06:00
James Betker
7d45132f60 fdsa 2021-06-04 21:26:54 -06:00
James Betker
6c8c8087d5 asdf 2021-06-04 21:24:48 -06:00
James Betker
e6c537824a Allow validation for ce 2021-06-04 21:21:04 -06:00
James Betker
7c251af7a8 Support cifar100 with resnet 2021-06-04 17:29:07 -06:00
James Betker
bf811f80c1 GD mods & fixes 
- Report variational loss separately
- Report model prediction from injector
- Log these things
- Use respacing like guided diffusion
 2021-06-04 17:13:16 -06:00
James Betker
6084915af8 Support gaussian diffusion models 
Adds support for GD models, courtesy of some maths from openai.

Also:
- Fixes requirement for eval{} even when it isn't being used
- Adds support for denormalizing an imagenet norm
 2021-06-02 21:47:32 -06:00
James Betker
45bc76ba92 Fixes and mods to support training classifiers on imagenet 2021-06-01 17:25:24 -06:00
James Betker
f129eaa39e Clean up byol a bit 
- Remove option to aug in dataset (there's really no reason for this now that kornia works on GPU on windows)
- Other stufff
 2021-05-24 21:35:46 -06:00
James Betker
6649ef2dae Add zipfilesdataset 2021-05-24 21:35:00 -06:00
James Betker
1a2b9fa130 Get rid of old byol net wrapping 
Simplifies and makes this usable with DLAS' multi-gpu trainer
 2021-04-27 12:48:34 -06:00
James Betker
119f17c808 Add testing capabilities for segformer & contrastive feature 2021-04-27 09:59:50 -06:00
James Betker
9bbe6fc81e Get segformer to a trainable state 2021-04-25 11:45:20 -06:00
James Betker
23e01314d4 Add dataset, ui for labeling and evaluator for pointwise classification 2021-04-23 17:17:13 -06:00
James Betker
fc623d4b5a Add segformer model. Start work on BYOL adaptation that will support training it. 2021-04-23 17:16:46 -06:00
James Betker
17555e7d07 misc adjustments for stylegan 2021-04-21 18:14:17 -06:00
James Betker
b687ef4cd0 Misc 2021-04-21 18:09:46 -06:00
James Betker
94e069bced Misc changes 2021-03-13 10:45:26 -07:00
James Betker
9fc3df3f5b Switched conv: add conversion function with allowlist 2021-03-13 10:44:56 -07:00
James Betker
cf9a6da889 Fix some bugs, checkin work on vqvae3 2021-03-02 20:56:19 -07:00
James Betker
f89ea5f1c6 Mods to support lightweight_gan model 2021-03-02 20:51:48 -07:00
James Betker
543d459b4e extract_temporal_squares script 
For extracting related patches across a video
 2021-02-08 08:10:24 -07:00
James Betker
39fd755baa New benchmark numbers 2021-02-08 08:09:41 -07:00
James Betker
784b96c059 Misc options to add support for training stylegan2-rosinality models: 
- Allow image_folder_dataset to normalize inbound images
- ExtensibleTrainer can denormalize images on the output path
- Support .webp - an output from LSUN
- Support logistic GAN divergence loss
- Support stylegan2 TF weight extraction for discriminator
- New injector that produces latent noise (with separated paths)
- Modify FID evaluator to be operable with rosinality-style GANs
 2021-02-08 08:09:21 -07:00
James Betker
e7be4bdff3 Revert 2021-02-05 08:43:07 -07:00
James Betker
6dec1f5968 Back to groupnorm 2021-02-05 08:42:11 -07:00
James Betker
336f807c8e lambda2 2021-02-05 00:00:24 -07:00
James Betker
025a5867c4 Use syncbatchnorm instead 2021-02-04 22:26:36 -07:00
James Betker
bb79fafb89 Fix groupnorm specification 2021-02-04 22:15:38 -07:00
James Betker
43da1f9c4b Convert lambda coupler to use groupnorm instead of batchnorm 2021-02-04 21:59:44 -07:00
James Betker
7070142805 Make vqvae3_hard more configurable 2021-02-04 09:03:22 -07:00
James Betker
b980028ca8 Add get_debug_values for vqvae_3_hardswitch 2021-02-03 14:12:24 -07:00
James Betker
1405ff06b8 Fix SwitchedConvHardRoutingFunction for current cuda router 2021-02-03 14:11:55 -07:00
James Betker
d7bec392dd ... 2021-02-02 23:50:25 -07:00
James Betker
b0a8fa00bc Visual dbg in vqvae3hs 2021-02-02 23:50:01 -07:00
James Betker
f5f91850fd hardswitch variant of vqvae3 2021-02-02 21:00:04 -07:00
James Betker
320edbaa3c Move switched_conv logic around a bit 2021-02-02 20:41:24 -07:00
James Betker
0dca36946f Hard Routing mods 
- Turns out my custom convolution was RIDDLED with backwards bugs, which is
   why the existing implementation wasn't working so well.
- Implements the switch logic from both Mixture of Experts and Switch Transformers
  for testing purposes.
 2021-02-02 20:35:58 -07:00
James Betker
29c1c3bede Register vqvae3 2021-01-29 15:26:28 -07:00
James Betker
bc20b4739e vqvae3 
Changes VQVAE as so:
- Reverts back to smaller codebook
- Adds an additional conv layer at the highest resolution for both the encoder & decoder
- Uses LeakyReLU on trunk
 2021-01-29 15:24:26 -07:00
James Betker
96bc80313c Add switch norm, up dropout rate, detach selector 2021-01-26 09:31:53 -07:00
James Betker
97d895aebe Add SrPixLoss, which focuses pixel-based losses on high-frequency regions 
of the image.
 2021-01-25 08:26:14 -07:00
James Betker
2cdac6bd09 Add PWCNet for human optical flow 2021-01-25 08:25:44 -07:00
James Betker
51b63b2aa6 Add switched_conv with hard routing and make vqvae use it. 2021-01-25 08:25:29 -07:00
James Betker
ae4ff4a1e7 Enable lambda visualization 2021-01-23 15:53:27 -07:00
James Betker
10ec6bda1d lambda nets in switched_conv and a vqvae to use it 2021-01-23 14:57:57 -07:00
James Betker
b374dcdd46 update vqvae to double codebook size for bottom quantizer 2021-01-23 13:47:07 -07:00
James Betker
dac7d768fa test uresnet playground mods 2021-01-23 13:46:43 -07:00
James Betker
1b8a26db93 New switched_conv 2021-01-23 13:46:30 -07:00
James Betker
557cdec116 misc 2021-01-23 13:45:17 -07:00
James Betker
d919ae7148 Add VQVAE with no Conv2dTranspose 2021-01-18 08:49:59 -07:00
James Betker
587a4f4050 resnet_unet_3 
I'm being really lazy here - these nets are not really different from each other
except at which layer they terminate. This one terminates at 2x downsampling,
which is simply indicative of a direction I want to go for testing these pixpro networks.
 2021-01-15 14:51:03 -07:00
James Betker
038b8654b6 Pixpro: unwrap losses 2021-01-13 11:54:25 -07:00
James Betker
8990801a3f Fix pixpro stochastic sampling bugs 2021-01-13 11:34:24 -07:00
James Betker
19475a072f Pixpro: Rather than using a latent square for pixpro, use an entirely stochastic sampling of the pixels 2021-01-13 11:26:51 -07:00
James Betker
d1007ccfe7 Adjustments to pixpro to allow training against networks with arbitrarily large structural latents 
- The pixpro latent now rescales the latent space instead of using a "coordinate vector", which
   **might** have performance implications.
- The latent against which the pixel loss is computed can now be a small, randomly sampled patch
   out of the entire latent, allowing further memory/computational discounts. Since the loss
   computation does not have a receptive field, this should not alter the loss.
- The instance projection size can now be separate from the pixel projection size.
- PixContrast removed entirely.
- ResUnet with full resolution added.
 2021-01-12 09:17:45 -07:00
James Betker
34f8c8641f Support training imagenet classifier 2021-01-11 20:09:16 -07:00
James Betker
f3db381fa1 Allow uresnet to use pretrained resnet50 2021-01-10 12:57:31 -07:00
James Betker
4119cd6240 Fix to image_folder_dataset to accomodate images with mismatched dimensions 2021-01-10 12:57:21 -07:00
James Betker
48f0d8964b Allow dist_backend to be specified in options 2021-01-09 20:54:32 -07:00
James Betker
14a868e8e6 byol playground updates 2021-01-09 20:54:21 -07:00
James Betker
7c6c7a8014 Fix process_video 2021-01-09 20:53:46 -07:00
James Betker
07168ecfb4 Enable vqvae to use a switched_conv variant 2021-01-09 20:53:14 -07:00
James Betker
41b7d50944 Update extract_square_images 2021-01-08 13:16:34 -07:00
James Betker
5a8156026a Did anyone ask for k-means clustering? 
This is so cool...
 2021-01-07 22:37:41 -07:00
James Betker
acf1535b14 Fix for randomresizedcrop injector 2021-01-07 16:31:43 -07:00
James Betker
659814c20f BYOL script updates 2021-01-07 16:31:28 -07:00
James Betker
de10c7246a Add injected noise into bypass maps 2021-01-07 16:31:12 -07:00
James Betker
04961b91cf Add random-crop injector 2021-01-07 12:14:55 -07:00
James Betker
61a86a3c1e VQVAE 2021-01-07 10:20:15 -07:00
James Betker
01a589e712 Adjustments to pixpro & resnet-unet 
I'm not really satisfied with what I got out of these networks on round 1.
Lets try again..
 2021-01-06 15:00:46 -07:00
James Betker
9680294430 Move byol scripts around 2021-01-06 14:52:17 -07:00
James Betker
2f2f87bbea Styled SR fixes 2021-01-05 20:14:39 -07:00
James Betker
9fed90393f Add lucidrains pixpro trainer 2021-01-05 20:14:22 -07:00
James Betker
39a94c74b5 Allow BYOL resnet playground to produce a latent dict 2021-01-04 20:11:29 -07:00
James Betker
ade2732c82 Transfer learning for styleSR 
This is a concept from "Lifelong Learning GAN", although I'm skeptical of it's novelty -
basically you scale and shift the weights for the generator and discriminator of a pretrained
GAN to "shift" into new modalities, e.g. faces->birds or whatever. There are some interesting
applications of this that I would like to try out.
 2021-01-04 20:10:48 -07:00
James Betker
2c65b6b28e More mods to support styledsr 2021-01-04 11:32:28 -07:00
James Betker
2225fe6ac2 Undo lucidrains changes for new discriminator 
This "new" code will live in the styledsr directory from now on.
 2021-01-04 10:57:09 -07:00
James Betker
40ec71da81 Move styled_sr into its own folder 2021-01-04 10:54:34 -07:00
James Betker
5916f5f7d4 Misc fixes 2021-01-04 10:53:53 -07:00
James Betker
4d8064c32c Modifications to allow partially trained stylegan discriminators to be used 2021-01-03 16:37:18 -07:00
James Betker
5e7ade0114 ImageFolderDataset - corrupt lq images alongside each other 2021-01-03 16:36:38 -07:00
James Betker
ce6524184c Do the last commit but in a better way 2021-01-02 22:24:12 -07:00
James Betker
edf9c38198 Make ExtensibleTrainer set the starting step for the LR scheduler 2021-01-02 22:22:34 -07:00
James Betker
bdbab65082 Allow optimizers to train separate param groups, add higher dimensional VGG discriminator 
Did this to support training 512x512px networks off of a pretrained 256x256 network.
 2021-01-02 15:10:06 -07:00
James Betker
193cdc6636 Move discriminators to the create_model paradigm 
Also cleans up a lot of old discriminator models that I have no intention
of using again.
 2021-01-01 15:56:09 -07:00
James Betker
7976a5825d srfid is incorrectly labeled 2021-01-01 13:00:59 -07:00
James Betker
f39179e85a styled_sr: fix bug when using initial_stride 2021-01-01 12:13:21 -07:00
James Betker
913fc3b75e Need init to pick up styled_sr 2021-01-01 12:10:32 -07:00
James Betker
aae65e6ed8 Mods to byol_resnet_playground for large batches 2021-01-01 11:59:54 -07:00
James Betker
e992e18767 Add initial_stride term to style_sr 
Also fix fid and a networks.py issue.
 2021-01-01 11:59:36 -07:00
James Betker
9864fe4c04 Fix for train.py 2021-01-01 11:59:00 -07:00
James Betker
e214e6ce33 Styled SR model 2020-12-31 20:54:18 -07:00
James Betker
0eb1f4dd67 Revert "Get rid of CUDA_VISIBLE_DEVICES" 
It is actually necessary for training in distributed mode. Only
do it then.
 2020-12-31 10:31:40 -07:00
James Betker
8de5a02a48 byol_resnet_playground 
Similar to the spinenet playground, but tinkers with resnet instead
 2020-12-31 10:15:04 -07:00
James Betker
8f18b2709e Get rid of CUDA_VISIBLE_DEVICES 
It is not clear to me what the purpose of this is, but it has recently
started causing failures.
 2020-12-31 10:13:58 -07:00
James Betker
1de1fa30ac Disable refs and centers altogether in single_image_dataset 
I suspect that this might be a cause of failures on parallel datasets.
Plus it is unnecessary computation.
 2020-12-31 10:13:24 -07:00
James Betker
8f0984cacf Add sr_fid evaluator 2020-12-30 20:18:58 -07:00
James Betker
b1fb82476b Add gp debug (fix) 2020-12-30 15:26:54 -07:00
James Betker
9c53314ea2 Add gradient penalty visual debug 2020-12-30 09:51:59 -07:00
James Betker
63cf3d3126 Injector auto-registration 
I love it!
 2020-12-29 20:58:02 -07:00
James Betker
a777c1e4f9 Misc script fixes 2020-12-29 20:25:09 -07:00
James Betker
9dc3c8f0ff Script updates 2020-12-29 20:24:41 -07:00
James Betker
ba543d1152 Glean mods 
- Fixes fixed upscale factor issues
- Refines a few ops to decrease computation & parameterization
 2020-12-27 12:25:06 -07:00
James Betker
5e2e605a50 Merge remote-tracking branch 'origin/gan_lab' into gan_lab 2020-12-26 13:51:19 -07:00
James Betker
f9be049adb GLEAN mod to support custom initial strides 2020-12-26 13:51:14 -07:00
James Betker
2706a84f15 Merge remote-tracking branch 'origin/gan_lab' into gan_lab 2020-12-26 13:50:34 -07:00
James Betker
90e2362c00 Fix bug with full_image_dataset 2020-12-26 13:50:27 -07:00
James Betker
3fd627fc62 Mods to support image classification & filtering 2020-12-26 13:49:27 -07:00
James Betker
10fdfa1563 Migrate generators to dynamic model registration 2020-12-24 23:02:10 -07:00
James Betker
29db7c7a02 Further mods to BYOL 2020-12-24 09:28:41 -07:00
James Betker
036684893e Add LARS optimizer & support for BYOL idiosyncrasies 
- Added LARS and SGD optimizer variants that support turning off certain
  features for BN and bias layers
- Added a variant of pytorch's resnet model that supports gradient checkpointing.
- Modify the trainer infrastructure to support above
- Fix bug with BYOL (should have been nonfunctional)
 2020-12-23 20:33:43 -07:00
James Betker
1bbcb96ee8 Implement a few changes to support training BYOL networks 2020-12-23 10:50:23 -07:00
James Betker
2437b33e74 Fix srflow_latent_space_playground bug 2020-12-22 15:42:38 -07:00
James Betker
e7aeb17404 ImageFolder dataset: allow intermediary downscale before corrupt 
For massive upscales (ex: 8x), corruption does almost nothing when applied
at the HQ level. This patch adds support to perform corruption at a specified
intermediary scale. The dataset downscales to this level, performs the corruption,
then downscales the rest of the way to get the LQ image.
 2020-12-22 15:42:21 -07:00
James Betker
7938f9f50b Fix bug with single_image_dataset which prevented working on multiple directories from working 2020-12-19 15:13:46 -07:00
James Betker
ae666dc520 Fix bugs with srflow after refactor 2020-12-19 10:28:23 -07:00
James Betker
4328c2f713 Change default ReLU slope to .2 BREAKS COMPATIBILITY 
This conforms my ConvGnLelu implementation with the generally accepted negative_slope=.2. I have no idea where I got .1. This will break backwards compatibility with some older models but will likely improve their performance when freshly trained. I did some auditing to find what these models might be, and I am not actively using any of them, so probably OK.
 2020-12-19 08:28:03 -07:00
James Betker
9377d34ac3 glean mods 2020-12-19 08:26:07 -07:00
James Betker
f35c034fa5 Add trainer readme 2020-12-18 16:52:16 -07:00
James Betker
e82f4552db Update other docs with dumb config options 2020-12-18 16:21:28 -07:00
James Betker
92f9a129f7 GLEAN! 2020-12-18 16:04:19 -07:00
James Betker
c717765bcb Notes for lucidrains converter. 2020-12-18 09:55:38 -07:00
James Betker
b4720ea377 Move stylegan to new location 2020-12-18 09:52:36 -07:00
James Betker
1708136b55 Commit my attempt at "conforming" the lucidrains stylegan implementation to the reference spec. Not working. will probably be abandoned. 2020-12-18 09:51:48 -07:00
James Betker
209332292a Rosinality stylegan fix 2020-12-18 09:50:41 -07:00
James Betker
d875ca8342 More refactor changes 2020-12-18 09:24:31 -07:00
James Betker
5640e4efe4 More refactoring 2020-12-18 09:18:34 -07:00
James Betker
b905b108da Large cleanup 
Removed a lot of old code that I won't be touching again. Refactored some
code elements into more logical places.
 2020-12-18 09:10:44 -07:00
James Betker
2f0a52b7db misc changes 2020-12-18 08:53:45 -07:00
James Betker
a8179ff53c Image label work 2020-12-18 08:53:18 -07:00
James Betker
3074f41877 Get rosinality model converter to work 
Mostly, just needed to remove the custom cuda ops, not so bueno on Windows.
 2020-12-17 16:03:39 -07:00
James Betker
e838c6e75b Rosinality stylegan2 port 2020-12-17 14:18:46 -07:00
James Betker
12cf052889 Add an image patch labeling UI 2020-12-17 10:16:21 -07:00
James Betker
49327b99fe SRFlow outputs RRDB output 2020-12-16 10:28:02 -07:00
James Betker
c25b49bb12 Clean up of SRFlowNet_arch 2020-12-16 10:27:38 -07:00
James Betker
42ac8e3eeb Remove unnecessary comment from SRFlowNet 2020-12-16 09:43:07 -07:00
James Betker
fb2cfc795b Update requirements, add image_patch_classifier tool 2020-12-16 09:42:50 -07:00
James Betker
09de3052ac Add softmax to spinenet classification head 2020-12-16 09:42:15 -07:00
James Betker
4310e66848 Fix bug in 'corrupt_before_downsize=true' 2020-12-16 09:41:59 -07:00
James Betker
8661207d57 Merge branch 'gan_lab' of https://github.com/neonbjb/DL-Art-School into gan_lab 2020-12-15 17:16:48 -07:00
James Betker
fc376d34b2 Spinenet with logits head 2020-12-15 17:16:19 -07:00
James Betker
8e0e883050 Mods to support labeled datasets & random augs for those datasets 2020-12-15 17:15:56 -07:00
James Betker
e5a3e6b9b5 srflow latent space misc 2020-12-14 23:59:49 -07:00
James Betker
1e14635d88 Add exclusions to extract_subimages_with_ref 2020-12-14 23:59:41 -07:00
James Betker
0a19e53df0 BYOL mods 2020-12-14 23:59:11 -07:00
James Betker
ef7eabf457 Allow RRDB to upscale 8x 2020-12-14 23:58:52 -07:00
James Betker
087e9280ed Add labeling feature to image_folder_dataset 2020-12-14 23:58:37 -07:00
James Betker
ec0ee25f4b Structural latents checkpoint 2020-12-11 12:01:09 -07:00
James Betker
26ceca68c0 BYOL with structure! 2020-12-10 15:07:35 -07:00
James Betker
9c5e272a22 Script to extract models from a wrapped BYOL model 2020-12-10 09:57:52 -07:00
James Betker
a5630d282f Get rid of 2nd trainer 2020-12-10 09:57:38 -07:00
James Betker
8e4b9f42fd New BYOL dataset which uses a form of RandomCrop that lends itself to 
structural guidance to the latents.
 2020-12-10 09:57:18 -07:00
James Betker
c203cee31e Allow swapping to torch DDP as needed in code 2020-12-09 15:03:59 -07:00
James Betker
66cbae8731 Add random_dataset for testing 2020-12-09 14:55:05 -07:00
James Betker
97ff25a086 BYOL! 
Man, is there anything ExtensibleTrainer can't train? :)
 2020-12-08 13:07:53 -07:00
James Betker
5369cba8ed Stage 2020-12-08 00:33:07 -07:00
James Betker
bca59ed98a Merge remote-tracking branch 'origin/gan_lab' into gan_lab 2020-12-07 12:51:04 -07:00
James Betker
ea56eb61f0 Fix DDP errors for discriminator 
- Don't define training_net in define_optimizers - this drops the shell and leads to problems downstream
- Get rid of support for multiple training nets per opt. This was half baked and needs a better solution if needed
   downstream.
 2020-12-07 12:50:57 -07:00
James Betker
c0aeaabc31 Spinenet playground 2020-12-07 12:49:32 -07:00
James Betker
88fc049c8d spinenet latent playground! 2020-12-05 20:30:36 -07:00
James Betker
11155aead4 Directly use dataset keys 
This has been a long time coming. Cleans up messy "GT" nomenclature and simplifies ExtensibleTraner.feed_data
 2020-12-04 20:14:53 -07:00
James Betker
8a83b1c716 Go back to apex DDP, fix distributed bugs 2020-12-04 16:39:21 -07:00
James Betker
7a81d4e2f4 Revert gaussian loss changes 2020-12-04 12:49:20 -07:00
James Betker
711780126e Cleanup 2020-12-03 23:42:51 -07:00
James Betker
ac7256d4a3 Do tqdm reporting when calculating flow_gaussian_nll 2020-12-03 23:42:29 -07:00
James Betker
dc9ff8e05b Allow the majority of the srflow steps to checkpoint 2020-12-03 23:41:57 -07:00
James Betker
06d1c62c5a iGPT support! 
Sweeeeet
 2020-12-03 15:32:21 -07:00