Kohya S
e3ccf8fbf7
make deepspeed_utils
2024-02-27 21:30:46 +09:00
Kohya S
eefb3cc1e7
Merge branch 'deep-speed' into deepspeed
2024-02-27 18:57:42 +09:00
Kohya S
4a5546d40e
fix typo
2024-02-26 23:39:56 +09:00
Kohya S
f2c727fc8c
add minimal impl for masked loss
2024-02-26 23:19:58 +09:00
Kohya S
577e9913ca
add some new dataset settings
2024-02-26 20:01:25 +09:00
Kohya S
f4132018c5
fix to work with cpu_count() == 1 closes #1134
2024-02-24 19:25:31 +09:00
BootsofLagrangian
4d5186d1cf
refactored codes, some function moved into train_utils.py
2024-02-22 16:20:53 +09:00
Kohya S
baa0e97ced
Merge branch 'dev' into dev_device_support
2024-02-17 11:54:07 +09:00
Kohya S
93bed60762
fix to work --console_log_xxx options
2024-02-12 14:49:29 +09:00
Kohya S
358ca205a3
Merge branch 'dev' into dev_device_support
2024-02-12 13:01:54 +09:00
Kohya S
e24d9606a2
add clean_memory_on_device and use it from training
2024-02-12 11:10:52 +09:00
Kohya S
055f02e1e1
add logging args for training scripts
2024-02-08 21:16:42 +09:00
BootsofLagrangian
62556619bd
fix full_fp16 compatible and train_step
2024-02-07 16:42:05 +09:00
BootsofLagrangian
7d2a9268b9
apply offloading method runable for all trainer
2024-02-05 22:42:06 +09:00
BootsofLagrangian
4295f91dcd
fix all trainer about vae
2024-02-05 20:19:56 +09:00
Yuta Hayashibe
5f6bf29e52
Replace print with logger if they are logs ( #905 )
...
* Add get_my_logger()
* Use logger instead of print
* Fix log level
* Removed line-breaks for readability
* Use setup_logging()
* Add rich to requirements.txt
* Make simple
* Use logger instead of print
---------
Co-authored-by: Kohya S <52813779+kohya-ss@users.noreply.github.com >
2024-02-04 18:14:34 +09:00
BootsofLagrangian
dfe08f395f
support deepspeed
2024-02-04 03:12:42 +09:00
Disty0
a6a2b5a867
Fix IPEX support and add XPU device to device_utils
2024-01-31 17:32:37 +03:00
Kohya S
2ca4d0c831
Merge pull request #1054 from akx/mps
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Device support improvements (MPS)
2024-01-31 21:30:12 +09:00
DukeG
4e67fb8444
test
2024-01-26 20:22:49 +08:00
DukeG
50f631c768
test
2024-01-26 20:02:48 +08:00
DukeG
85bc371ebc
test
2024-01-26 18:58:47 +08:00
Aarni Koskela
afc38707d5
Refactor memory cleaning into a single function
2024-01-23 14:28:50 +02:00
Kohya S
7a20df5ad5
Merge pull request #1064 from KohakuBlueleaf/fix-grad-sync
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Avoid grad sync on each step even when doing accumulation
2024-01-23 20:33:55 +09:00
Kohya S
bea4362e21
Merge pull request #1060 from akx/refactor-xpu-init
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Deduplicate ipex initialization code
2024-01-23 20:25:37 +09:00
Kohaku-Blueleaf
711b40ccda
Avoid always sync
2024-01-23 11:49:03 +08:00
Kohya S
fef172966f
Add network_multiplier for dataset and train LoRA
2024-01-20 16:24:43 +09:00
Kohya S
a7ef6422b6
fix to work with torch 2.0
2024-01-20 10:00:30 +09:00
Kohaku-Blueleaf
9cfa68c92f
[Experimental Feature] FP8 weight dtype for base model when running train_network (or sdxl_train_network) ( #1057 )
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* Add fp8 support
* remove some debug prints
* Better implementation for te
* Fix some misunderstanding
* as same as unet, add explicit convert
* better impl for convert TE to fp8
* fp8 for not only unet
* Better cache TE and TE lr
* match arg name
* Fix with list
* Add timeout settings
* Fix arg style
* Add custom seperator
* Fix typo
* Fix typo again
* Fix dtype error
* Fix gradient problem
* Fix req grad
* fix merge
* Fix merge
* Resolve merge
* arrangement and document
* Resolve merge error
* Add assert for mixed precision
2024-01-20 09:46:53 +09:00
Aarni Koskela
6f3f701d3d
Deduplicate ipex initialization code
2024-01-19 18:07:36 +02:00
Kohya S
976d092c68
fix text encodes are on gpu even when not trained
2024-01-17 21:31:50 +09:00
Nir Weingarten
ab716302e4
Added cli argument for wandb session name
2024-01-03 11:52:38 +02:00
Kohya S
0676f1a86f
Merge pull request #1009 from liubo0902/main
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speed up latents nan replace
2023-12-21 21:37:16 +09:00
liubo0902
8c7d05afd2
speed up latents nan replace
2023-12-20 09:35:17 +08:00
Kohya S
912dca8f65
fix duplicated sample gen for every epoch ref #907
2023-12-07 22:13:38 +09:00
Isotr0py
db84530074
Fix gradients synchronization for multi-GPUs training ( #989 )
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* delete DDP wrapper
* fix train_db vae and train_network
* fix train_db vae and train_network unwrap
* network grad sync
---------
Co-authored-by: Kohya S <52813779+kohya-ss@users.noreply.github.com >
2023-12-07 22:01:42 +09:00
Kohya S
383b4a2c3e
Merge pull request #907 from shirayu/add_option_sample_at_first
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Add option --sample_at_first
2023-12-03 21:00:32 +09:00
feffy380
6b3148fd3f
Fix min-snr-gamma for v-prediction and ZSNR.
...
This fixes min-snr for vpred+zsnr by dividing directly by SNR+1.
The old implementation did it in two steps: (min-snr/snr) * (snr/(snr+1)), which causes division by zero when combined with --zero_terminal_snr
2023-11-07 23:02:25 +01:00
rockerBOO
569ca72fc4
Set grad enabled if is_train and train_text_encoder
...
We only want to be enabling grad if we are training.
2023-11-07 11:59:30 -05:00
rockerBOO
e545fdfd9a
Removed/cleanup a line
2023-11-05 16:56:36 -05:00
rockerBOO
c89252101e
Add process_batch for train_network
2023-11-05 16:27:36 -05:00
rockerBOO
a93c524b3a
Update args to validation_seed and validation_split
2023-11-05 12:37:44 -05:00
rockerBOO
3de9e6c443
Add validation split of datasets
2023-11-05 12:37:44 -05:00
rockerBOO
33c311ed19
new ratio code
2023-11-05 12:37:37 -05:00
rockerBOO
5b19bda85c
Add validation loss
2023-11-05 12:35:46 -05:00
Yuta Hayashibe
2c731418ad
Added sample_images() for --sample_at_first
2023-10-29 22:08:42 +09:00
Kohya S
9d6a5a0c79
Merge pull request #899 from shirayu/use_moving_average
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Show moving average loss in the progress bar
2023-10-29 14:37:58 +09:00
Kohaku-Blueleaf
1cefb2a753
Better implementation for te autocast ( #895 )
...
* Better implementation for te
* Fix some misunderstanding
* as same as unet, add explicit convert
* Better cache TE and TE lr
* Fix with list
* Add timeout settings
* Fix arg style
2023-10-28 15:49:59 +09:00
Yuta Hayashibe
0d21925bdf
Use @property
2023-10-27 18:14:27 +09:00
Yuta Hayashibe
efef5c8ead
Show "avr_loss" instead of "loss" because it is moving average
2023-10-27 17:59:58 +09:00
