Commit Graph

99 Commits

Author SHA1 Message Date
u-haru
292cdb8379 データセットにepoch、stepが通達されないバグ修正 2023-03-26 01:44:25 +09:00
u-haru
dbadc40ec2 persistent_workersを有効にした際にキャプションが変化しなくなるバグ修正 2023-03-23 12:33:03 +09:00
u-haru
447c56bf50 typo修正、stepをglobal_stepに修正、バグ修正 2023-03-23 09:53:14 +09:00
u-haru
a9b26b73e0 implement token warmup 2023-03-23 07:37:14 +09:00
Kohya S
ec7f9bab6c Merge branch 'dev' into dev 2023-03-19 10:25:22 +09:00
Kohya S
83e102c691 refactor config parse, feature to output config 2023-03-19 10:11:11 +09:00
Kohya S
c3f9eb10f1 format with black 2023-03-18 18:58:12 +09:00
Linaqruf
44d4cfb453 feat: added function to load training config with .toml 2023-03-12 11:52:37 +07:00
Kohya S
2652c9a66c Merge pull request #276 from mio2333/main
Append sys path for import_module
2023-03-10 21:43:32 +09:00
Isotr0py
e3b2bb5b80 Merge branch 'dev' into dev 2023-03-10 19:04:07 +08:00
Isotr0py
7544b38635 fix multi gpu 2023-03-10 18:45:53 +08:00
mio
68cd874bb6 Append sys path for import_module
This will be better if we run the scripts we do not run the training script from the current directory.  This is reasonable as some other projects will use this as a subfolder, such as https://github.com/ddPn08/kohya-sd-scripts-webui. I can not run the script without adding this.
2023-03-10 18:29:34 +08:00
Kohya S
458173da5e Merge branch 'dev' into dev 2023-03-10 13:00:49 +09:00
Isotr0py
eb68892ab1 add lr_scheduler_type etc 2023-03-09 16:51:22 +08:00
Kohya S
3ce846525b set minimum metadata even with no_metadata 2023-03-08 21:19:12 +09:00
ddPn08
87846c043f fix for multi gpu training 2023-03-08 09:46:37 +09:00
Kohya S
5bb571ccc0 Merge branch 'main' into dev 2023-03-06 17:49:47 +09:00
camenduru
772ee52ef2 metadata |= to metadata.update 2023-03-06 00:31:28 +03:00
Isotr0py
4396350271 Add network_args to meta if using another network 2023-03-04 13:59:22 +08:00
Kohya S
5602e0e5fc change dataset config option to dataset_config 2023-03-02 21:51:58 +09:00
Kohya S
09f575fd4d merge image_dir for metadata editor 2023-03-02 21:17:25 +09:00
Kohya S
7e1aa5f4d6 keep tag_frequency for each dataset 2023-03-02 20:27:22 +09:00
Kohya S
e9f37c4049 do not save image_dir to metadata if None 2023-03-01 23:37:17 +09:00
Kohya S
c95943b663 merge tag frequence for metadata editor 2023-03-01 22:10:43 +09:00
Kohya S
ed19a92bbe fix typos 2023-03-01 21:01:10 +09:00
fur0ut0
8abb8645ae add detail dataset config feature by extra config file (#227)
* add config file schema

* change config file specification

* refactor config utility

* unify batch_size to train_batch_size

* fix indent size

* use batch_size instead of train_batch_size

* make cache_latents configurable on subset

* rename options
* bucket_repo_range
* shuffle_keep_tokens

* update readme

* revert to min_bucket_reso & max_bucket_reso

* use subset structure in dataset

* format import lines

* split mode specific options

* use only valid subset

* change valid subsets name

* manage multiple datasets by dataset group

* update config file sanitizer

* prune redundant validation

* add comments

* update type annotation

* rename json_file_name to metadata_file

* ignore when image dir is invalid

* fix tag shuffle and dropout

* ignore duplicated subset

* add method to check latent cachability

* fix format

* fix bug

* update caption dropout default values

* update annotation

* fix bug

* add option to enable bucket shuffle across dataset

* update blueprint generate function

* use blueprint generator for dataset initialization

* delete duplicated function

* update config readme

* delete debug print

* print dataset and subset info as info

* enable bucket_shuffle_across_dataset option

* update config readme for clarification

* compensate quotes for string option example

* fix bug of bad usage of join

* conserve trained metadata backward compatibility

* enable shuffle in data loader by default

* delete resolved TODO

* add comment for image data handling

* fix reference bug

* fix undefined variable bug

* prevent raise overwriting

* assert image_dir and metadata_file validity

* add debug message for ignoring subset

* fix inconsistent import statement

* loosen too strict validation on float value

* sanitize argument parser separately

* make image_dir optional for fine tuning dataset

* fix import

* fix trailing characters in print

* parse flexible dataset config deterministically

* use relative import

* print supplementary message for parsing error

* add note about different methods

* add note of benefit of separate dataset

* add error example

* add note for english readme plan

---------

Co-authored-by: Kohya S <52813779+kohya-ss@users.noreply.github.com>
2023-03-01 20:58:08 +09:00
Kohya S
dd523c94ff sample images in training (not fully tested) 2023-02-27 17:48:32 +09:00
Kohya S
0eb01dea55 add max_grad_norm to metadata 2023-02-23 21:34:38 +09:00
Kohya S
95b5aed41b Merge pull request #221 from space-nuko/add-more-metadata
Add more missing metadata
2023-02-23 21:14:26 +09:00
Kohya S
f403ac6132 fix float32 training doesn't work in some case 2023-02-23 20:56:41 +09:00
space-nuko
b39cf6e2c0 Add more missing metadata 2023-02-23 02:25:24 -08:00
Kohya S
9ab964d0b8 Add Adafactor optimzier 2023-02-22 21:09:47 +09:00
Kohya S
663aad2b0d refactor get_scheduler etc. 2023-02-20 22:47:43 +09:00
Kohya S
107fa754e5 Merge branch 'dev' into optimizer-expand-and-refactor 2023-02-20 20:12:42 +09:00
mgz-dev
b29c5a750c expand optimizer options and refactor
Refactor code to make it easier to add new optimizers, and support alternate optimizer parameters

-move redundant code to train_util for initializing optimizers
- add SGD Nesterov optimizers as option (since they are already available)
- add new parameters which may be helpful for tuning existing and new optimizers
2023-02-19 17:45:09 -06:00
unknown
045a3dbe48 apply dadaptation 2023-02-19 18:37:07 +09:00
space-nuko
4e5db58a71 Add optimizer to metadata 2023-02-18 23:28:36 -08:00
Kohya S
048e7cd428 add lion optimizer support 2023-02-19 15:26:14 +09:00
Isotr0py
78d1fb5ce6 Add '--lowram' argument 2023-02-17 12:08:54 +08:00
Kohya S
d01d953262 Merge pull request #196 from space-nuko/add-noise-offset-metadata
Add noise offset to metadata
2023-02-16 22:01:02 +09:00
Kohya S
914d1505df Merge pull request #189 from shirayu/improve_loss_track
Show the moving average loss
2023-02-16 22:00:26 +09:00
space-nuko
496c8cdc09 Add noise-offset to metadata 2023-02-16 02:56:39 -08:00
Kohya S
43c0a69843 Add noise_offset 2023-02-14 21:15:48 +09:00
Yuta Hayashibe
8aed5125de Removed call of sum() 2023-02-14 21:11:30 +09:00
Kohya S
e0f007f2a9 Fix import 2023-02-14 20:55:38 +09:00
Kohya S
8f1e930bf4 Merge pull request #187 from space-nuko/add-commit-hash
Add commit hash to metadata
2023-02-14 19:52:30 +09:00
Yuta Hayashibe
21f5b618c3 Show the moving average loss 2023-02-14 19:46:27 +09:00
space-nuko
5471b0deb0 Add commit hash to metadata 2023-02-13 02:58:06 -08:00
Isotr0py
2b1a3080e7 Add type checking 2023-02-12 15:32:38 +08:00
Isotr0py
92a1af8024 Merge branch 'kohya-ss:main' into support-multi-gpu 2023-02-12 15:06:46 +08:00