bmaltais / kohya_ss

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I get an error message that LORA cannot run because of a missing paging file, even though the required operating environment should be in place. #57

Closed P-ara-cell closed 1 year ago

P-ara-cell commented 1 year ago

I have an RTX3060 with 12GB of VRAM and LORA is giving me an error that I don't have enough paging files and I can't learn. Am I doing something wrong? I would appreciate it if you could let me know.

●What we have already done

Reinstalled venv and pip install Clean install Change from multiple monitors to just one Turned off chrome running at the same time and changed it to LORA only. update

●Result

None of those things worked and I keep getting the same error.

●Situation

When I checked the task manager, 12GB of VRAM is being used 100% at the time of loading image sizes. Then, the moment the console says training start, the VRAM usage goes to 0% and the following error message is displayed.

Operating Environment Edition Windows 11 Home version 22H2 Processor 12th generation Intel(R) Core(TM) i5-12400F 2.50 GHz RAM 64.0 GB (63.8 GB available) System type 64-bit OS, x64-based processor Graphics board is RTX3060 VRAM 12GB. Due to the use of RAM disks, actual usable RAM is 53 GB.

Console executed: powershell python version: 3.10.6 Commit hash: 785c4d8

error message

PS E:\dreambooth0k\sd-scripts> accelerate launch --num_cpu_threads_per_process 8 train_network.py --pretrained_model_name_or_path="E:\train\dream\koyadream1\motomodel\model.safetensors" --train_data_dir="E:\train\dream\2\img" --reg_data_dir="E:\train\dream\2\reg" --output_dir="E:\train\dream\2\model" --network_module=networks.lora --prior_loss_weight=1.0 --resolution=512 --train_batch_size=1 --learning_rate=1e-6 --max_train_steps=1600 --use_8bit_adam --xformers --mixed_precision="bf16" --cache_latents --gradient_checkpointing
prepare tokenizer
Use DreamBooth method.
prepare train images.
found directory 40_asd 1girl contains 17 image files
680 train images with repeating.
prepare reg images.
found directory 1_1girl contains 1000 image files
1000 reg images.
some of reg images are not used / 正則化画像の数が多いので、一部使用されない正則化画像があります
loading image sizes.
100%|█████████████████████████████████████████████████████████████████████████████| 697/697 [00:00<00:00, 14869.26it/s]
prepare dataset
prepare accelerator
Using accelerator 0.15.0 or above.
load StableDiffusion checkpoint
loading u-net: <All keys matched successfully>
loading vae: <All keys matched successfully>
Some weights of the model checkpoint at openai/clip-vit-large-patch14 were not used when initializing CLIPTextModel: ['vision_model.encoder.layers.9.self_attn.v_proj.bias', 'vision_model.encoder.layers.12.self_attn.v_proj.weight', 'vision_model.encoder.layers.23.layer_norm2.bias', 'vision_model.encoder.layers.16.self_attn.out_proj.weight', 'vision_model.encoder.layers.8.mlp.fc1.bias', 'vision_model.encoder.layers.7.self_attn.out_proj.weight', 'vision_model.pre_layrnorm.bias', 'vision_model.encoder.layers.23.self_attn.k_proj.bias', 'vision_model.encoder.layers.21.self_attn.k_proj.bias', 'vision_model.encoder.layers.0.self_attn.q_proj.weight', 'vision_model.encoder.layers.2.mlp.fc1.bias', 'vision_model.encoder.layers.15.self_attn.v_proj.weight', 'vision_model.encoder.layers.23.self_attn.v_proj.weight', 'vision_model.encoder.layers.0.mlp.fc1.bias', 'vision_model.encoder.layers.16.self_attn.out_proj.bias', 'vision_model.encoder.layers.16.mlp.fc1.bias', 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'vision_model.encoder.layers.17.self_attn.v_proj.weight', 'vision_model.encoder.layers.11.mlp.fc2.weight', 'vision_model.encoder.layers.9.mlp.fc2.bias', 'vision_model.encoder.layers.19.self_attn.v_proj.bias', 'vision_model.encoder.layers.1.mlp.fc2.weight', 'vision_model.encoder.layers.7.mlp.fc2.weight', 'vision_model.encoder.layers.14.mlp.fc1.bias', 'vision_model.encoder.layers.7.layer_norm2.bias', 'vision_model.encoder.layers.5.self_attn.v_proj.bias', 'vision_model.encoder.layers.20.self_attn.k_proj.bias', 'vision_model.encoder.layers.20.self_attn.out_proj.bias', 'vision_model.encoder.layers.21.mlp.fc1.weight', 'vision_model.encoder.layers.6.mlp.fc2.bias', 'vision_model.encoder.layers.10.self_attn.q_proj.weight', 'vision_model.encoder.layers.0.self_attn.k_proj.bias', 'vision_model.encoder.layers.2.self_attn.q_proj.bias', 'vision_model.encoder.layers.3.self_attn.out_proj.bias', 'vision_model.encoder.layers.1.layer_norm1.bias', 'vision_model.encoder.layers.12.mlp.fc1.bias', 'vision_model.encoder.layers.13.mlp.fc2.weight', 'vision_model.encoder.layers.1.self_attn.q_proj.bias', 'vision_model.encoder.layers.10.mlp.fc1.weight', 'vision_model.encoder.layers.18.self_attn.v_proj.bias', 'vision_model.encoder.layers.19.mlp.fc2.bias', 'vision_model.encoder.layers.14.self_attn.q_proj.weight', 'vision_model.encoder.layers.12.self_attn.out_proj.bias', 'vision_model.encoder.layers.19.self_attn.v_proj.weight', 'vision_model.encoder.layers.19.layer_norm2.bias', 'vision_model.encoder.layers.6.mlp.fc1.bias', 'vision_model.encoder.layers.8.self_attn.out_proj.weight', 'vision_model.encoder.layers.12.layer_norm2.weight', 'vision_model.encoder.layers.1.self_attn.out_proj.bias', 'vision_model.encoder.layers.12.mlp.fc1.weight', 'vision_model.encoder.layers.6.layer_norm2.weight', 'vision_model.encoder.layers.22.self_attn.v_proj.bias', 'vision_model.encoder.layers.5.self_attn.v_proj.weight', 'visual_projection.weight', 'vision_model.encoder.layers.13.self_attn.v_proj.bias', 'vision_model.encoder.layers.6.mlp.fc1.weight', 'vision_model.encoder.layers.4.mlp.fc2.bias', 'vision_model.encoder.layers.4.self_attn.k_proj.bias', 'vision_model.encoder.layers.14.self_attn.v_proj.weight', 'vision_model.encoder.layers.13.layer_norm1.bias', 'vision_model.encoder.layers.0.mlp.fc1.weight', 'vision_model.encoder.layers.6.layer_norm2.bias', 'vision_model.encoder.layers.13.layer_norm2.weight', 'vision_model.encoder.layers.21.self_attn.out_proj.bias', 'vision_model.encoder.layers.2.self_attn.out_proj.weight']
- This IS expected if you are initializing CLIPTextModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing CLIPTextModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
loading text encoder: <All keys matched successfully>
Replace CrossAttention.forward to use xformers
caching latents.
100%|████████████████████████████████████████████████████████████████████████████████| 697/697 [01:13<00:00,  9.50it/s]
import network module: networks.lora
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
prepare optimizer, data loader etc.

===================================BUG REPORT===================================
Welcome to bitsandbytes. For bug reports, please submit your error trace to: https://github.com/TimDettmers/bitsandbytes/issues
For effortless bug reporting copy-paste your error into this form: https://docs.google.com/forms/d/e/1FAIpQLScPB8emS3Thkp66nvqwmjTEgxp8Y9ufuWTzFyr9kJ5AoI47dQ/viewform?usp=sf_link
================================================================================
CUDA SETUP: Loading binary E:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda116.dll...
use 8-bit Adam optimizer
running training / 学習開始
  num train images * repeats / 学習画像の数×繰り返し回数: 680
  num reg images / 正則化画像の数: 1000
  num batches per epoch / 1epochのバッチ数: 1360
  num epochs / epoch数: 2
  batch size per device / バッチサイズ: 1
  total train batch size (with parallel & distributed & accumulation) / 総バッチサイズ(並列学習、勾配合計含む): 1
  gradient accumulation steps / 勾配を合計するステップ数 = 1
  total optimization steps / 学習ステップ数: 1600
steps:   0%|                                                                                  | 0/1600 [00:00<?, ?it/s]epoch 1/2
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 116, in spawn_main
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 125, in _main
    prepare(preparation_data)
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 236, in prepare
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    main_content = runpy.run_path(main_path,
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 289, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 96, in _run_module_code
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\%username%\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "E:\dreambooth0k\sd-scripts\train_network.py", line 8, in <module>
    import torch
  File "E:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\__init__.py", line 129, in <module>
    raise err
OSError: [WinError 1455] ページング ファイルが小さすぎるため、この操作を完了できません。 Error loading "E:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\lib\cudnn_cnn_infer64_8.dll" or one of its dependencies.

List of packages installed in the virtual environment:.

Package                      Version
---------------------------- ------------
absl-py                      1.4.0
accelerate                   0.15.0
aiofiles                     22.1.0
aiohttp                      3.8.3
aiosignal                    1.3.1
albumentations               1.3.0
altair                       4.2.0
anyio                        3.6.2
astunparse                   1.6.3
async-timeout                4.0.2
attrs                        22.2.0
bitsandbytes                 0.35.0
cachetools                   5.2.1
certifi                      2022.12.7
charset-normalizer           2.1.1
click                        8.1.3
colorama                     0.4.6
contourpy                    1.0.7
cycler                       0.11.0
diffusers                    0.10.2
easygui                      0.98.3
einops                       0.6.0
entrypoints                  0.4
fairscale                    0.4.4
fastapi                      0.89.1
ffmpy                        0.3.0
filelock                     3.9.0
flatbuffers                  23.1.4
fonttools                    4.38.0
frozenlist                   1.3.3
fsspec                       2022.11.0
ftfy                         6.1.1
gast                         0.4.0
google-auth                  2.16.0
google-auth-oauthlib         0.4.6
google-pasta                 0.2.0
gradio                       3.16.2
grpcio                       1.51.1
h11                          0.14.0
h5py                         3.7.0
httpcore                     0.16.3
httpx                        0.23.3
huggingface-hub              0.11.1
idna                         3.4
imageio                      2.24.0
importlib-metadata           6.0.0
Jinja2                       3.1.2
joblib                       1.2.0
jsonschema                   4.17.3
keras                        2.10.0
Keras-Preprocessing          1.1.2
kiwisolver                   1.4.4
libclang                     15.0.6.1
library                      0.0.0
lightning-utilities          0.5.0
linkify-it-py                1.0.3
Markdown                     3.4.1
markdown-it-py               2.1.0
MarkupSafe                   2.1.1
matplotlib                   3.6.3
mdit-py-plugins              0.3.3
mdurl                        0.1.2
multidict                    6.0.4
networkx                     3.0
numpy                        1.24.1
oauthlib                     3.2.2
opencv-python                4.7.0.68
opencv-python-headless       4.7.0.68
opt-einsum                   3.3.0
orjson                       3.8.5
packaging                    23.0
pandas                       1.5.2
Pillow                       9.4.0
pip                          22.2.2
protobuf                     3.19.6
psutil                       5.9.4
pyasn1                       0.4.8
pyasn1-modules               0.2.8
pycryptodome                 3.16.0
pydantic                     1.10.4
pydub                        0.25.1
pyparsing                    3.0.9
pyrsistent                   0.19.3
python-dateutil              2.8.2
python-multipart             0.0.5
pytorch-lightning            1.9.0
pytz                         2022.7.1
PyWavelets                   1.4.1
PyYAML                       6.0
qudida                       0.0.4
regex                        2022.10.31
requests                     2.28.2
requests-oauthlib            1.3.1
rfc3986                      1.5.0
rsa                          4.9
safetensors                  0.2.6
scikit-image                 0.19.3
scikit-learn                 1.2.0
scipy                        1.10.0
setuptools                   63.2.0
six                          1.16.0
sniffio                      1.3.0
starlette                    0.22.0
tensorboard                  2.10.1
tensorboard-data-server      0.6.1
tensorboard-plugin-wit       1.8.1
tensorboardX                 2.5.1
tensorflow                   2.10.1
tensorflow-estimator         2.10.0
tensorflow-io-gcs-filesystem 0.29.0
termcolor                    2.2.0
threadpoolctl                3.1.0
tifffile                     2022.10.10
timm                         0.4.12
tokenizers                   0.13.2
toolz                        0.12.0
torch                        1.12.1+cu116
torchmetrics                 0.11.0
torchvision                  0.13.1+cu116
tqdm                         4.64.1
transformers                 4.25.1
typing_extensions            4.4.0
uc-micro-py                  1.0.1
urllib3                      1.26.14
uvicorn                      0.20.0
wcwidth                      0.2.6
websockets                   10.4
Werkzeug                     2.2.2
wheel                        0.38.4
wrapt                        1.14.1
xformers                     0.0.14.dev0
yarl                         1.8.2
zipp                         3.11.0

I am a person who does not know anything about program. I would appreciate it if you could let me know if there is any other necessary information I need to provide in order to solve the problem.

bmaltais commented 1 year ago

According to the log there is ann issue with some of the installation packeges:

OSError: [WinError 1455] ページング ファイルが小さすぎるため、この操作を完了できません。 Error loading "E:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\lib\cudnn_cnn_infer64_8.dll" or one of its dependencies.

Best is probably to follow the folowing instructions:

Open a new powershell window and run:

pip freeze > uninstall.txt
pip uninstall -r uninstall.txt

Then redo the kohya_ss installation.

P-ara-cell commented 1 year ago

Thank you for replying. I did exactly what you said. But the result was the same, LORA could not be run in the same way with the same error. I have included the console logs from uninstalling, reinstalling, and running again below for your reference. I made a pull down menu because it is too long.

When uninstalled (venv) PS E:\dreambooth0k\sd-scripts> pip freeze > uninstall.txt (venv) PS E:\dreambooth0k\sd-scripts> pip uninstall -r uninstall.txt Found existing installation: absl-py 1.4.0 Uninstalling absl-py-1.4.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\absl\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\absl_py-1.4.0.dist-info\* Proceed (Y/n)? Y Successfully uninstalled absl-py-1.4.0 Found existing installation: accelerate 0.15.0 Uninstalling accelerate-0.15.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\accelerate-0.15.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\accelerate\* e:\dreambooth0k\sd-scripts\venv\scripts\accelerate-config.exe e:\dreambooth0k\sd-scripts\venv\scripts\accelerate-launch.exe e:\dreambooth0k\sd-scripts\venv\scripts\accelerate.exe Proceed (Y/n)? Y Successfully uninstalled accelerate-0.15.0 Found existing installation: aiofiles 22.1.0 Uninstalling aiofiles-22.1.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiofiles-22.1.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiofiles\* Proceed (Y/n)? Y Successfully uninstalled aiofiles-22.1.0 Found existing installation: aiohttp 3.8.3 Uninstalling aiohttp-3.8.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiohttp-3.8.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiohttp\* Proceed (Y/n)? Y Successfully uninstalled aiohttp-3.8.3 Found existing installation: aiosignal 1.3.1 Uninstalling aiosignal-1.3.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiosignal-1.3.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\aiosignal\* Proceed (Y/n)? Y Successfully uninstalled aiosignal-1.3.1 Found existing installation: albumentations 1.3.0 Uninstalling albumentations-1.3.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\albumentations-1.3.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\albumentations\* Proceed (Y/n)? Y Successfully uninstalled albumentations-1.3.0 Found existing installation: altair 4.2.0 Uninstalling altair-4.2.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\altair-4.2.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\altair\* Proceed (Y/n)? Y Successfully uninstalled altair-4.2.0 Found existing installation: anyio 3.6.2 Uninstalling anyio-3.6.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\anyio-3.6.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\anyio\* Proceed (Y/n)? Y Successfully uninstalled anyio-3.6.2 Found existing installation: astunparse 1.6.3 Uninstalling astunparse-1.6.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\astunparse-1.6.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\astunparse\* Proceed (Y/n)? Y Successfully uninstalled astunparse-1.6.3 Found existing installation: async-timeout 4.0.2 Uninstalling async-timeout-4.0.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\async_timeout-4.0.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\async_timeout\* Proceed (Y/n)? Y Successfully uninstalled async-timeout-4.0.2 Found existing installation: attrs 22.2.0 Uninstalling attrs-22.2.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\attr\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\attrs-22.2.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\attrs\* Proceed (Y/n)? Y Successfully uninstalled attrs-22.2.0 Found existing installation: bitsandbytes 0.35.0 Uninstalling bitsandbytes-0.35.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes-0.35.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes\* e:\dreambooth0k\sd-scripts\venv\scripts\debug_cuda.exe Would not remove (might be manually added): e:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cpu.dll e:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda116.dll Proceed (Y/n)? Y Successfully uninstalled bitsandbytes-0.35.0 Found existing installation: cachetools 5.2.1 Uninstalling cachetools-5.2.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\cachetools-5.2.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\cachetools\* Proceed (Y/n)? Y Successfully uninstalled cachetools-5.2.1 Found existing installation: certifi 2022.12.7 Uninstalling certifi-2022.12.7: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\certifi-2022.12.7.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\certifi\* Proceed (Y/n)? y Successfully uninstalled certifi-2022.12.7 Found existing installation: charset-normalizer 2.1.1 Uninstalling charset-normalizer-2.1.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\charset_normalizer-2.1.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\charset_normalizer\* e:\dreambooth0k\sd-scripts\venv\scripts\normalizer.exe Proceed (Y/n)? y Successfully uninstalled charset-normalizer-2.1.1 Found existing installation: click 8.1.3 Uninstalling click-8.1.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\click-8.1.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\click\* Proceed (Y/n)? y Successfully uninstalled click-8.1.3 Found existing installation: colorama 0.4.6 Uninstalling colorama-0.4.6: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\colorama-0.4.6.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\colorama\* Proceed (Y/n)? y Successfully uninstalled colorama-0.4.6 Found existing installation: contourpy 1.0.7 Uninstalling contourpy-1.0.7: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\contourpy-1.0.7.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\contourpy\* Proceed (Y/n)? y Successfully uninstalled contourpy-1.0.7 Found existing installation: cycler 0.11.0 Uninstalling cycler-0.11.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\cycler-0.11.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\cycler.py Proceed (Y/n)? y Successfully uninstalled cycler-0.11.0 Found existing installation: diffusers 0.10.2 Uninstalling diffusers-0.10.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\diffusers-0.10.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\diffusers\* e:\dreambooth0k\sd-scripts\venv\scripts\diffusers-cli.exe Proceed (Y/n)? y Successfully uninstalled diffusers-0.10.2 Found existing installation: easygui 0.98.3 Uninstalling easygui-0.98.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\easygui-0.98.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\easygui\* Proceed (Y/n)? y Successfully uninstalled easygui-0.98.3 Found existing installation: einops 0.6.0 Uninstalling einops-0.6.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\einops-0.6.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\einops\* Proceed (Y/n)? y Successfully uninstalled einops-0.6.0 Found existing installation: entrypoints 0.4 Uninstalling entrypoints-0.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\entrypoints-0.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\entrypoints.py Proceed (Y/n)? y Successfully uninstalled entrypoints-0.4 Found existing installation: fairscale 0.4.4 Uninstalling fairscale-0.4.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\benchmarks\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\fairscale-0.4.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\fairscale\* Proceed (Y/n)? y Successfully uninstalled fairscale-0.4.4 Found existing installation: fastapi 0.89.1 Uninstalling fastapi-0.89.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\fastapi-0.89.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\fastapi\* Proceed (Y/n)? y Successfully uninstalled fastapi-0.89.1 Found existing installation: ffmpy 0.3.0 Uninstalling ffmpy-0.3.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\ffmpy-0.3.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\ffmpy.py Proceed (Y/n)? y Successfully 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e:\dreambooth0k\sd-scripts\venv\share\doc\networkx-3.0\examples\readme.txt e:\dreambooth0k\sd-scripts\venv\share\doc\networkx-3.0\examples\subclass\plot_antigraph.py e:\dreambooth0k\sd-scripts\venv\share\doc\networkx-3.0\examples\subclass\plot_printgraph.py e:\dreambooth0k\sd-scripts\venv\share\doc\networkx-3.0\examples\subclass\readme.txt e:\dreambooth0k\sd-scripts\venv\share\doc\networkx-3.0\license.txt Proceed (Y/n)? y Successfully uninstalled networkx-3.0 Found existing installation: numpy 1.24.1 Uninstalling numpy-1.24.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\numpy-1.24.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\numpy\* e:\dreambooth0k\sd-scripts\venv\scripts\f2py.exe Proceed (Y/n)? y Successfully uninstalled numpy-1.24.1 Found existing installation: oauthlib 3.2.2 Uninstalling oauthlib-3.2.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\oauthlib-3.2.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\oauthlib\* Proceed (Y/n)? y Successfully uninstalled oauthlib-3.2.2 Found existing installation: opencv-python 4.7.0.68 Uninstalling opencv-python-4.7.0.68: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\cv2\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\opencv_python-4.7.0.68.dist-info\* Proceed (Y/n)? y Successfully uninstalled opencv-python-4.7.0.68 Found existing installation: opencv-python-headless 4.7.0.68 Uninstalling opencv-python-headless-4.7.0.68: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\opencv_python_headless-4.7.0.68.dist-info\* Proceed (Y/n)? y Successfully uninstalled opencv-python-headless-4.7.0.68 Found existing installation: opt-einsum 3.3.0 Uninstalling opt-einsum-3.3.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\opt_einsum-3.3.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\opt_einsum\* Proceed (Y/n)? y Successfully uninstalled opt-einsum-3.3.0 Found existing installation: orjson 3.8.5 Uninstalling orjson-3.8.5: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\orjson-3.8.5.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\orjson\* Proceed (Y/n)? y Successfully uninstalled orjson-3.8.5 Found existing installation: packaging 23.0 Uninstalling packaging-23.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\packaging-23.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\packaging\* Proceed (Y/n)? y Successfully uninstalled packaging-23.0 Found existing installation: pandas 1.5.2 Uninstalling pandas-1.5.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pandas-1.5.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pandas\* Proceed (Y/n)? y Successfully uninstalled pandas-1.5.2 Found existing installation: Pillow 9.4.0 Uninstalling Pillow-9.4.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pil\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pillow-9.4.0.dist-info\* Proceed (Y/n)? y Successfully uninstalled Pillow-9.4.0 Found existing installation: protobuf 3.19.6 Uninstalling protobuf-3.19.6: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\google\protobuf\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\protobuf-3.19.6-py3.10-nspkg.pth e:\dreambooth0k\sd-scripts\venv\lib\site-packages\protobuf-3.19.6.dist-info\* Proceed (Y/n)? y Successfully uninstalled protobuf-3.19.6 Found existing installation: psutil 5.9.4 Uninstalling psutil-5.9.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\psutil-5.9.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\psutil\* Proceed (Y/n)? y Successfully uninstalled psutil-5.9.4 Found existing installation: pyasn1 0.4.8 Uninstalling pyasn1-0.4.8: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyasn1-0.4.8.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyasn1\* Proceed (Y/n)? y Successfully uninstalled pyasn1-0.4.8 Found existing installation: pyasn1-modules 0.2.8 Uninstalling pyasn1-modules-0.2.8: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyasn1_modules-0.2.8.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyasn1_modules\* Proceed (Y/n)? y Successfully uninstalled pyasn1-modules-0.2.8 Found existing installation: pycryptodome 3.16.0 Uninstalling pycryptodome-3.16.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\crypto\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pycryptodome-3.16.0.dist-info\* Proceed (Y/n)? y Successfully uninstalled pycryptodome-3.16.0 Found existing installation: pydantic 1.10.4 Uninstalling pydantic-1.10.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pydantic-1.10.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pydantic\* Proceed (Y/n)? y Successfully uninstalled pydantic-1.10.4 Found existing installation: pydub 0.25.1 Uninstalling pydub-0.25.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pydub-0.25.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pydub\* Proceed (Y/n)? y Successfully uninstalled pydub-0.25.1 Found existing installation: pyparsing 3.0.9 Uninstalling pyparsing-3.0.9: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyparsing-3.0.9.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyparsing\* Proceed (Y/n)? y Successfully uninstalled pyparsing-3.0.9 Found existing installation: pyrsistent 0.19.3 Uninstalling pyrsistent-0.19.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\_pyrsistent_version.py e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pvectorc.cp310-win_amd64.pyd e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyrsistent-0.19.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyrsistent\* Proceed (Y/n)? y Successfully uninstalled pyrsistent-0.19.3 Found existing installation: python-dateutil 2.8.2 Uninstalling python-dateutil-2.8.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\dateutil\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\python_dateutil-2.8.2.dist-info\* Proceed (Y/n)? y Successfully uninstalled python-dateutil-2.8.2 Found existing installation: python-multipart 0.0.5 Uninstalling python-multipart-0.0.5: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\multipart\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\python_multipart-0.0.5-py3.10.egg-info Proceed (Y/n)? y Successfully uninstalled python-multipart-0.0.5 Found existing installation: pytorch-lightning 1.9.0 Uninstalling pytorch-lightning-1.9.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\lightning_fabric\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pytorch_lightning-1.9.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pytorch_lightning\* Proceed (Y/n)? y Successfully uninstalled pytorch-lightning-1.9.0 Found existing installation: pytz 2022.7.1 Uninstalling pytz-2022.7.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pytz-2022.7.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pytz\* Proceed (Y/n)? y Successfully uninstalled pytz-2022.7.1 Found existing installation: PyWavelets 1.4.1 Uninstalling PyWavelets-1.4.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pywavelets-1.4.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pywt\* Proceed (Y/n)? y Successfully uninstalled PyWavelets-1.4.1 Found existing installation: PyYAML 6.0 Uninstalling PyYAML-6.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\_yaml\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\pyyaml-6.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\yaml\* Proceed (Y/n)? y Successfully uninstalled PyYAML-6.0 Found existing installation: qudida 0.0.4 Uninstalling qudida-0.0.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\qudida-0.0.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\qudida\* Proceed (Y/n)? y Successfully uninstalled qudida-0.0.4 Found existing installation: regex 2022.10.31 Uninstalling regex-2022.10.31: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\regex-2022.10.31.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\regex\* Proceed (Y/n)? y Successfully uninstalled regex-2022.10.31 Found existing installation: requests 2.28.2 Uninstalling requests-2.28.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\requests-2.28.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\requests\* Proceed (Y/n)? y Successfully uninstalled requests-2.28.2 Found existing installation: requests-oauthlib 1.3.1 Uninstalling requests-oauthlib-1.3.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\requests_oauthlib-1.3.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\requests_oauthlib\* Proceed (Y/n)? y Successfully uninstalled requests-oauthlib-1.3.1 Found existing installation: rfc3986 1.5.0 Uninstalling rfc3986-1.5.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\rfc3986-1.5.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\rfc3986\* Proceed (Y/n)? y Successfully uninstalled rfc3986-1.5.0 Found existing installation: rsa 4.9 Uninstalling rsa-4.9: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\rsa-4.9.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\rsa\* e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-decrypt.exe e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-encrypt.exe e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-keygen.exe e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-priv2pub.exe e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-sign.exe e:\dreambooth0k\sd-scripts\venv\scripts\pyrsa-verify.exe Proceed (Y/n)? y Successfully uninstalled rsa-4.9 Found existing installation: safetensors 0.2.6 Uninstalling safetensors-0.2.6: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\safetensors-0.2.6.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\safetensors\* Proceed (Y/n)? y Successfully uninstalled safetensors-0.2.6 Found existing installation: scikit-image 0.19.3 Uninstalling scikit-image-0.19.3: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\doc\ext\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scikit_image-0.19.3.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\skimage\* e:\dreambooth0k\sd-scripts\venv\scripts\skivi.exe Proceed (Y/n)? y Successfully uninstalled scikit-image-0.19.3 Found existing installation: scikit-learn 1.2.0 Uninstalling scikit-learn-1.2.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scikit_learn-1.2.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\sklearn\* Proceed (Y/n)? y Successfully uninstalled scikit-learn-1.2.0 Found existing installation: scipy 1.10.0 Uninstalling scipy-1.10.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scipy-1.10.0-cp310-cp310-win_amd64.whl e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scipy-1.10.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scipy.libs\libopenblas-802f9ed1179cb9c9b03d67ff79f48187.dll e:\dreambooth0k\sd-scripts\venv\lib\site-packages\scipy\* Proceed (Y/n)? y Successfully uninstalled scipy-1.10.0 Found existing installation: six 1.16.0 Uninstalling six-1.16.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\six-1.16.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\six.py Proceed (Y/n)? y Successfully uninstalled six-1.16.0 Found existing installation: sniffio 1.3.0 Uninstalling sniffio-1.3.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\sniffio-1.3.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\sniffio\* Proceed (Y/n)? y Successfully uninstalled sniffio-1.3.0 Found existing installation: starlette 0.22.0 Uninstalling starlette-0.22.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\starlette-0.22.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\starlette\* Proceed (Y/n)? y Successfully uninstalled starlette-0.22.0 Found existing installation: tensorboard 2.10.1 Uninstalling tensorboard-2.10.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard-2.10.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard\* e:\dreambooth0k\sd-scripts\venv\scripts\tensorboard.exe Proceed (Y/n)? y Successfully uninstalled tensorboard-2.10.1 Found existing installation: tensorboard-data-server 0.6.1 Uninstalling tensorboard-data-server-0.6.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard_data_server-0.6.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard_data_server\* Proceed (Y/n)? y Successfully uninstalled tensorboard-data-server-0.6.1 Found existing installation: tensorboard-plugin-wit 1.8.1 Uninstalling tensorboard-plugin-wit-1.8.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard_plugin_wit-1.8.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboard_plugin_wit\* Proceed (Y/n)? y Successfully uninstalled tensorboard-plugin-wit-1.8.1 Found existing installation: tensorboardX 2.5.1 Uninstalling tensorboardX-2.5.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboardx-2.5.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorboardx\* Proceed (Y/n)? y Successfully uninstalled tensorboardX-2.5.1 Found existing installation: tensorflow 2.10.1 Uninstalling tensorflow-2.10.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow-2.10.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow\* e:\dreambooth0k\sd-scripts\venv\scripts\estimator_ckpt_converter.exe e:\dreambooth0k\sd-scripts\venv\scripts\import_pb_to_tensorboard.exe e:\dreambooth0k\sd-scripts\venv\scripts\saved_model_cli.exe e:\dreambooth0k\sd-scripts\venv\scripts\tf_upgrade_v2.exe e:\dreambooth0k\sd-scripts\venv\scripts\tflite_convert.exe e:\dreambooth0k\sd-scripts\venv\scripts\toco.exe e:\dreambooth0k\sd-scripts\venv\scripts\toco_from_protos.exe Proceed (Y/n)? y Successfully uninstalled tensorflow-2.10.1 Found existing installation: tensorflow-estimator 2.10.0 Uninstalling tensorflow-estimator-2.10.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow_estimator-2.10.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow_estimator\* Proceed (Y/n)? y Successfully uninstalled tensorflow-estimator-2.10.0 Found existing installation: tensorflow-io-gcs-filesystem 0.29.0 Uninstalling tensorflow-io-gcs-filesystem-0.29.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow_io_gcs_filesystem-0.29.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tensorflow_io_gcs_filesystem\* Proceed (Y/n)? y Successfully uninstalled tensorflow-io-gcs-filesystem-0.29.0 Found existing installation: termcolor 2.2.0 Uninstalling termcolor-2.2.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\termcolor-2.2.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\termcolor\* Proceed (Y/n)? y Successfully uninstalled termcolor-2.2.0 Found existing installation: threadpoolctl 3.1.0 Uninstalling threadpoolctl-3.1.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\threadpoolctl-3.1.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\threadpoolctl.py Proceed (Y/n)? y Successfully uninstalled threadpoolctl-3.1.0 Found existing installation: tifffile 2022.10.10 Uninstalling tifffile-2022.10.10: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tifffile-2022.10.10.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tifffile\* e:\dreambooth0k\sd-scripts\venv\scripts\lsm2bin.exe e:\dreambooth0k\sd-scripts\venv\scripts\tiff2fsspec.exe e:\dreambooth0k\sd-scripts\venv\scripts\tiffcomment.exe e:\dreambooth0k\sd-scripts\venv\scripts\tifffile.exe Proceed (Y/n)? y Successfully uninstalled tifffile-2022.10.10 Found existing installation: timm 0.4.12 Uninstalling timm-0.4.12: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\timm-0.4.12.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\timm\* Proceed (Y/n)? y Successfully uninstalled timm-0.4.12 Found existing installation: tokenizers 0.13.2 Uninstalling tokenizers-0.13.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tokenizers-0.13.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tokenizers\* Proceed (Y/n)? y Successfully uninstalled tokenizers-0.13.2 Found existing installation: toolz 0.12.0 Uninstalling toolz-0.12.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tlz\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\toolz-0.12.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\toolz\* Proceed (Y/n)? y Successfully uninstalled toolz-0.12.0 Found existing installation: torch 1.12.1+cu116 Uninstalling torch-1.12.1+cu116: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\caffe2\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch-1.12.1+cu116.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torchgen\* e:\dreambooth0k\sd-scripts\venv\scripts\convert-caffe2-to-onnx.exe e:\dreambooth0k\sd-scripts\venv\scripts\convert-onnx-to-caffe2.exe e:\dreambooth0k\sd-scripts\venv\scripts\torchrun.exe Proceed (Y/n)? y Successfully uninstalled torch-1.12.1+cu116 Found existing installation: torchmetrics 0.11.0 Uninstalling torchmetrics-0.11.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torchmetrics-0.11.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torchmetrics\* Proceed (Y/n)? y Successfully uninstalled torchmetrics-0.11.0 Found existing installation: torchvision 0.13.1+cu116 Uninstalling torchvision-0.13.1+cu116: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torchvision-0.13.1+cu116.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\torchvision\* Proceed (Y/n)? y Successfully uninstalled torchvision-0.13.1+cu116 Found existing installation: tqdm 4.64.1 Uninstalling tqdm-4.64.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tqdm-4.64.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\tqdm\* e:\dreambooth0k\sd-scripts\venv\scripts\tqdm.exe Proceed (Y/n)? y Successfully uninstalled tqdm-4.64.1 Found existing installation: transformers 4.25.1 Uninstalling transformers-4.25.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\transformers-4.25.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\transformers\* e:\dreambooth0k\sd-scripts\venv\scripts\transformers-cli.exe Proceed (Y/n)? y Successfully uninstalled transformers-4.25.1 Found existing installation: typing_extensions 4.4.0 Uninstalling typing_extensions-4.4.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\typing_extensions-4.4.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\typing_extensions.py Proceed (Y/n)? y Successfully uninstalled typing_extensions-4.4.0 Found existing installation: uc-micro-py 1.0.1 Uninstalling uc-micro-py-1.0.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\uc_micro\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\uc_micro_py-1.0.1.dist-info\* Proceed (Y/n)? y Successfully uninstalled uc-micro-py-1.0.1 Found existing installation: urllib3 1.26.14 Uninstalling urllib3-1.26.14: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\urllib3-1.26.14.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\urllib3\* Proceed (Y/n)? y Successfully uninstalled urllib3-1.26.14 Found existing installation: uvicorn 0.20.0 Uninstalling uvicorn-0.20.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\uvicorn-0.20.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\uvicorn\* e:\dreambooth0k\sd-scripts\venv\scripts\uvicorn.exe Proceed (Y/n)? y Successfully uninstalled uvicorn-0.20.0 Found existing installation: wcwidth 0.2.6 Uninstalling wcwidth-0.2.6: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\wcwidth-0.2.6-py3.10.egg-info e:\dreambooth0k\sd-scripts\venv\lib\site-packages\wcwidth\* Proceed (Y/n)? y Successfully uninstalled wcwidth-0.2.6 Found existing installation: websockets 10.4 Uninstalling websockets-10.4: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\websockets-10.4.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\websockets\* Proceed (Y/n)? y Successfully uninstalled websockets-10.4 Found existing installation: Werkzeug 2.2.2 Uninstalling Werkzeug-2.2.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\werkzeug-2.2.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\werkzeug\* Proceed (Y/n)? y Successfully uninstalled Werkzeug-2.2.2 Found existing installation: wrapt 1.14.1 Uninstalling wrapt-1.14.1: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\wrapt-1.14.1.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\wrapt\* Proceed (Y/n)? y Successfully uninstalled wrapt-1.14.1 Found existing installation: xformers 0.0.14.dev0 Uninstalling xformers-0.0.14.dev0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\experimental\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\xformers-0.0.14.dev0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\xformers\* Proceed (Y/n)? y Successfully uninstalled xformers-0.0.14.dev0 Found existing installation: yarl 1.8.2 Uninstalling yarl-1.8.2: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\yarl-1.8.2.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\yarl\* Proceed (Y/n)? y Successfully uninstalled yarl-1.8.2 Found existing installation: zipp 3.11.0 Uninstalling zipp-3.11.0: Would remove: e:\dreambooth0k\sd-scripts\venv\lib\site-packages\zipp-3.11.0.dist-info\* e:\dreambooth0k\sd-scripts\venv\lib\site-packages\zipp\* Proceed (Y/n)? y Successfully uninstalled zipp-3.11.0
When reinstalling (venv) PS E:\dreambooth0k\sd-scripts> pip list Package Version ---------- ------- pip 22.2.2 setuptools 63.2.0 wheel 0.38.4 [notice] A new release of pip available: 22.2.2 -> 22.3.1 [notice] To update, run: python.exe -m pip install --upgrade pip (venv) PS E:\dreambooth0k\sd-scripts> pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116 Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu116 Collecting torch==1.12.1+cu116 Using cached https://download.pytorch.org/whl/cu116/torch-1.12.1%2Bcu116-cp310-cp310-win_amd64.whl (2388.4 MB) Collecting torchvision==0.13.1+cu116 Using cached https://download.pytorch.org/whl/cu116/torchvision-0.13.1%2Bcu116-cp310-cp310-win_amd64.whl (2.6 MB) Collecting typing-extensions Using cached typing_extensions-4.4.0-py3-none-any.whl (26 kB) Collecting requests Using cached requests-2.28.2-py3-none-any.whl (62 kB) Collecting numpy Using cached numpy-1.24.1-cp310-cp310-win_amd64.whl (14.8 MB) Collecting pillow!=8.3.*,>=5.3.0 Using cached Pillow-9.4.0-cp310-cp310-win_amd64.whl (2.5 MB) Collecting certifi>=2017.4.17 Using cached certifi-2022.12.7-py3-none-any.whl (155 kB) Collecting urllib3<1.27,>=1.21.1 Using cached urllib3-1.26.14-py2.py3-none-any.whl (140 kB) Collecting idna<4,>=2.5 Using cached idna-3.4-py3-none-any.whl (61 kB) Collecting charset-normalizer<4,>=2 Using cached charset_normalizer-3.0.1-cp310-cp310-win_amd64.whl (96 kB) Installing collected packages: charset-normalizer, urllib3, typing-extensions, pillow, numpy, idna, certifi, torch, requests, torchvision Successfully installed certifi-2022.12.7 charset-normalizer-3.0.1 idna-3.4 numpy-1.24.1 pillow-9.4.0 requests-2.28.2 torch-1.12.1+cu116 torchvision-0.13.1+cu116 typing-extensions-4.4.0 urllib3-1.26.14 [notice] A new release of pip available: 22.2.2 -> 22.3.1 [notice] To update, run: python.exe -m pip install --upgrade pip (venv) PS E:\dreambooth0k\sd-scripts> pip install --use-pep517 --upgrade -r requirements.txt Processing e:\dreambooth0k\sd-scripts Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting accelerate==0.15.0 Using cached accelerate-0.15.0-py3-none-any.whl (191 kB) Collecting transformers==4.25.1 Using cached transformers-4.25.1-py3-none-any.whl (5.8 MB) Collecting ftfy Using cached ftfy-6.1.1-py3-none-any.whl (53 kB) Collecting albumentations Using cached albumentations-1.3.0-py3-none-any.whl (123 kB) Collecting opencv-python Using cached opencv_python-4.7.0.68-cp37-abi3-win_amd64.whl (38.2 MB) Collecting einops Using cached einops-0.6.0-py3-none-any.whl (41 kB) Collecting diffusers[torch]==0.10.2 Using cached diffusers-0.10.2-py3-none-any.whl (503 kB) Collecting pytorch_lightning Using cached pytorch_lightning-1.9.0-py3-none-any.whl (825 kB) Collecting bitsandbytes==0.35.0 Using cached bitsandbytes-0.35.0-py3-none-any.whl (62.5 MB) Collecting tensorboard Using cached tensorboard-2.11.2-py3-none-any.whl (6.0 MB) Collecting safetensors==0.2.6 Using cached safetensors-0.2.6-cp310-cp310-win_amd64.whl (268 kB) Collecting gradio Using cached gradio-3.16.2-py3-none-any.whl (14.2 MB) Collecting altair Using cached altair-4.2.0-py3-none-any.whl (812 kB) Collecting easygui Using cached easygui-0.98.3-py2.py3-none-any.whl (92 kB) Requirement already satisfied: requests in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from -r requirements.txt (line 16)) (2.28.2) Collecting timm==0.4.12 Using cached timm-0.4.12-py3-none-any.whl (376 kB) Collecting fairscale==0.4.4 Using cached fairscale-0.4.4-py3-none-any.whl Collecting tensorflow<2.11 Using cached tensorflow-2.10.1-cp310-cp310-win_amd64.whl (455.9 MB) Collecting huggingface-hub Using cached huggingface_hub-0.11.1-py3-none-any.whl (182 kB) Collecting packaging>=20.0 Using cached packaging-23.0-py3-none-any.whl (42 kB) Collecting pyyaml Using cached PyYAML-6.0-cp310-cp310-win_amd64.whl (151 kB) Requirement already satisfied: torch>=1.4.0 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from accelerate==0.15.0->-r requirements.txt (line 1)) (1.12.1+cu116) Requirement already satisfied: numpy>=1.17 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from accelerate==0.15.0->-r requirements.txt (line 1)) (1.24.1) Collecting psutil Using cached psutil-5.9.4-cp36-abi3-win_amd64.whl (252 kB) Collecting filelock Using cached filelock-3.9.0-py3-none-any.whl (9.7 kB) Collecting regex!=2019.12.17 Using cached regex-2022.10.31-cp310-cp310-win_amd64.whl (267 kB) Collecting tokenizers!=0.11.3,<0.14,>=0.11.1 Using cached tokenizers-0.13.2-cp310-cp310-win_amd64.whl (3.3 MB) Collecting tqdm>=4.27 Using cached tqdm-4.64.1-py2.py3-none-any.whl (78 kB) Requirement already satisfied: Pillow in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from diffusers[torch]==0.10.2->-r requirements.txt (line 7)) (9.4.0) Collecting importlib-metadata Using cached importlib_metadata-6.0.0-py3-none-any.whl (21 kB) Requirement already satisfied: torchvision in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from timm==0.4.12->-r requirements.txt (line 17)) (0.13.1+cu116) Collecting wcwidth>=0.2.5 Using cached wcwidth-0.2.6-py2.py3-none-any.whl (29 kB) Collecting qudida>=0.0.4 Using cached qudida-0.0.4-py3-none-any.whl (3.5 kB) Collecting scikit-image>=0.16.1 Using cached scikit_image-0.19.3-cp310-cp310-win_amd64.whl (12.0 MB) Collecting scipy Using cached scipy-1.10.0-cp310-cp310-win_amd64.whl (42.5 MB) Collecting opencv-python-headless>=4.1.1 Using cached opencv_python_headless-4.7.0.68-cp37-abi3-win_amd64.whl (38.1 MB) Requirement already satisfied: typing-extensions>=4.0.0 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from pytorch_lightning->-r requirements.txt (line 8)) (4.4.0) Collecting fsspec[http]>2021.06.0 Downloading fsspec-2023.1.0-py3-none-any.whl (143 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 143.0/143.0 kB 8.9 MB/s eta 0:00:00 Collecting lightning-utilities>=0.4.2 Using cached lightning_utilities-0.5.0-py3-none-any.whl (18 kB) Collecting torchmetrics>=0.7.0 Using cached torchmetrics-0.11.0-py3-none-any.whl (512 kB) Collecting markdown>=2.6.8 Using cached Markdown-3.4.1-py3-none-any.whl (93 kB) Collecting werkzeug>=1.0.1 Using cached Werkzeug-2.2.2-py3-none-any.whl (232 kB) Collecting absl-py>=0.4 Using cached absl_py-1.4.0-py3-none-any.whl (126 kB) Requirement already satisfied: wheel>=0.26 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from tensorboard->-r requirements.txt (line 10)) (0.38.4) Collecting google-auth<3,>=1.6.3 Using cached google_auth-2.16.0-py2.py3-none-any.whl (177 kB) Collecting grpcio>=1.24.3 Using cached grpcio-1.51.1-cp310-cp310-win_amd64.whl (3.7 MB) Collecting protobuf<4,>=3.9.2 Using cached protobuf-3.20.3-cp310-cp310-win_amd64.whl (904 kB) Collecting google-auth-oauthlib<0.5,>=0.4.1 Using cached google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB) Requirement already satisfied: setuptools>=41.0.0 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from tensorboard->-r requirements.txt (line 10)) (63.2.0) Collecting tensorboard-plugin-wit>=1.6.0 Using cached tensorboard_plugin_wit-1.8.1-py3-none-any.whl (781 kB) Collecting tensorboard-data-server<0.7.0,>=0.6.0 Using cached tensorboard_data_server-0.6.1-py3-none-any.whl (2.4 kB) Collecting matplotlib Using cached matplotlib-3.6.3-cp310-cp310-win_amd64.whl (7.2 MB) Collecting ffmpy Using cached ffmpy-0.3.0-py3-none-any.whl Collecting python-multipart Using cached python-multipart-0.0.5.tar.gz (32 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting orjson Using cached orjson-3.8.5-cp310-none-win_amd64.whl (202 kB) Collecting websockets>=10.0 Using cached websockets-10.4-cp310-cp310-win_amd64.whl (101 kB) Collecting aiohttp Using cached aiohttp-3.8.3-cp310-cp310-win_amd64.whl (319 kB) Collecting uvicorn Using cached uvicorn-0.20.0-py3-none-any.whl (56 kB) Collecting jinja2 Using cached Jinja2-3.1.2-py3-none-any.whl (133 kB) Collecting httpx Using cached httpx-0.23.3-py3-none-any.whl (71 kB) Collecting markdown-it-py[linkify,plugins] Using cached markdown_it_py-2.1.0-py3-none-any.whl (84 kB) Collecting markupsafe Using cached MarkupSafe-2.1.2-cp310-cp310-win_amd64.whl (16 kB) Collecting pycryptodome Using cached pycryptodome-3.16.0-cp35-abi3-win_amd64.whl (1.7 MB) Collecting fastapi Using cached fastapi-0.89.1-py3-none-any.whl (55 kB) Collecting aiofiles Using cached aiofiles-22.1.0-py3-none-any.whl (14 kB) Collecting pydub Using cached pydub-0.25.1-py2.py3-none-any.whl (32 kB) Collecting pandas Downloading pandas-1.5.3-cp310-cp310-win_amd64.whl (10.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.4/10.4 MB 43.5 MB/s eta 0:00:00 Collecting pydantic Using cached pydantic-1.10.4-cp310-cp310-win_amd64.whl (2.1 MB) Collecting entrypoints Using cached entrypoints-0.4-py3-none-any.whl (5.3 kB) Collecting toolz Using cached toolz-0.12.0-py3-none-any.whl (55 kB) Collecting jsonschema>=3.0 Using cached jsonschema-4.17.3-py3-none-any.whl (90 kB) Requirement already satisfied: idna<4,>=2.5 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from requests->-r requirements.txt (line 16)) (3.4) Requirement already satisfied: certifi>=2017.4.17 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from requests->-r requirements.txt (line 16)) (2022.12.7) Requirement already satisfied: charset-normalizer<4,>=2 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from requests->-r requirements.txt (line 16)) (3.0.1) Requirement already satisfied: urllib3<1.27,>=1.21.1 in e:\dreambooth0k\sd-scripts\venv\lib\site-packages (from requests->-r requirements.txt (line 16)) (1.26.14) Collecting keras<2.11,>=2.10.0 Using cached keras-2.10.0-py2.py3-none-any.whl (1.7 MB) Collecting google-pasta>=0.1.1 Using cached google_pasta-0.2.0-py3-none-any.whl (57 kB) Collecting astunparse>=1.6.0 Using cached astunparse-1.6.3-py2.py3-none-any.whl (12 kB) Collecting h5py>=2.9.0 Using cached h5py-3.7.0-cp310-cp310-win_amd64.whl (2.6 MB) Collecting six>=1.12.0 Using cached six-1.16.0-py2.py3-none-any.whl (11 kB) Collecting flatbuffers>=2.0 Using cached flatbuffers-23.1.4-py2.py3-none-any.whl (26 kB) Collecting opt-einsum>=2.3.2 Using cached opt_einsum-3.3.0-py3-none-any.whl (65 kB) Collecting termcolor>=1.1.0 Using cached termcolor-2.2.0-py3-none-any.whl (6.6 kB) Collecting tensorflow-estimator<2.11,>=2.10.0 Using cached tensorflow_estimator-2.10.0-py2.py3-none-any.whl (438 kB) Collecting libclang>=13.0.0 Using cached libclang-15.0.6.1-py2.py3-none-win_amd64.whl (23.2 MB) Collecting tensorflow-io-gcs-filesystem>=0.23.1 Using cached tensorflow_io_gcs_filesystem-0.29.0-cp310-cp310-win_amd64.whl (1.5 MB) Collecting keras-preprocessing>=1.1.1 Using cached Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB) Collecting tensorboard Using cached tensorboard-2.10.1-py3-none-any.whl (5.9 MB) Collecting wrapt>=1.11.0 Using cached wrapt-1.14.1-cp310-cp310-win_amd64.whl (35 kB) Collecting gast<=0.4.0,>=0.2.1 Using cached gast-0.4.0-py3-none-any.whl (9.8 kB) Collecting protobuf<4,>=3.9.2 Using cached protobuf-3.19.6-cp310-cp310-win_amd64.whl (895 kB) Collecting multidict<7.0,>=4.5 Using cached multidict-6.0.4-cp310-cp310-win_amd64.whl (28 kB) Collecting aiosignal>=1.1.2 Using cached aiosignal-1.3.1-py3-none-any.whl (7.6 kB) Collecting charset-normalizer<4,>=2 Using cached charset_normalizer-2.1.1-py3-none-any.whl (39 kB) Collecting frozenlist>=1.1.1 Using cached frozenlist-1.3.3-cp310-cp310-win_amd64.whl (33 kB) Collecting async-timeout<5.0,>=4.0.0a3 Using cached async_timeout-4.0.2-py3-none-any.whl (5.8 kB) Collecting attrs>=17.3.0 Using cached attrs-22.2.0-py3-none-any.whl (60 kB) Collecting yarl<2.0,>=1.0 Using cached yarl-1.8.2-cp310-cp310-win_amd64.whl (56 kB) Collecting pyasn1-modules>=0.2.1 Using cached pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB) Collecting rsa<5,>=3.1.4 Using cached rsa-4.9-py3-none-any.whl (34 kB) Collecting cachetools<6.0,>=2.0.0 Using cached cachetools-5.2.1-py3-none-any.whl (9.3 kB) Collecting requests-oauthlib>=0.7.0 Using cached requests_oauthlib-1.3.1-py2.py3-none-any.whl (23 kB) Collecting pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 Using cached pyrsistent-0.19.3-cp310-cp310-win_amd64.whl (62 kB) Collecting pytz>=2020.1 Using cached pytz-2022.7.1-py2.py3-none-any.whl (499 kB) Collecting python-dateutil>=2.8.1 Using cached python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB) Collecting scikit-learn>=0.19.1 Using cached scikit_learn-1.2.0-cp310-cp310-win_amd64.whl (8.2 MB) Collecting networkx>=2.2 Using cached networkx-3.0-py3-none-any.whl (2.0 MB) Collecting tifffile>=2019.7.26 Using cached tifffile-2022.10.10-py3-none-any.whl (210 kB) Collecting imageio>=2.4.1 Using cached imageio-2.24.0-py3-none-any.whl (3.4 MB) Collecting PyWavelets>=1.1.1 Using cached PyWavelets-1.4.1-cp310-cp310-win_amd64.whl (4.2 MB) Collecting colorama Using cached colorama-0.4.6-py2.py3-none-any.whl (25 kB) Collecting starlette==0.22.0 Using cached starlette-0.22.0-py3-none-any.whl (64 kB) Collecting anyio<5,>=3.4.0 Using cached anyio-3.6.2-py3-none-any.whl (80 kB) Collecting rfc3986[idna2008]<2,>=1.3 Using cached rfc3986-1.5.0-py2.py3-none-any.whl (31 kB) Collecting httpcore<0.17.0,>=0.15.0 Using cached httpcore-0.16.3-py3-none-any.whl (69 kB) Collecting sniffio Using cached sniffio-1.3.0-py3-none-any.whl (10 kB) Collecting zipp>=0.5 Using cached zipp-3.11.0-py3-none-any.whl (6.6 kB) Collecting mdurl~=0.1 Using cached mdurl-0.1.2-py3-none-any.whl (10.0 kB) Collecting mdit-py-plugins Using cached mdit_py_plugins-0.3.3-py3-none-any.whl (50 kB) Collecting linkify-it-py~=1.0 Using cached linkify_it_py-1.0.3-py3-none-any.whl (19 kB) Collecting pyparsing>=2.2.1 Using cached pyparsing-3.0.9-py3-none-any.whl (98 kB) Collecting kiwisolver>=1.0.1 Using cached kiwisolver-1.4.4-cp310-cp310-win_amd64.whl (55 kB) Collecting contourpy>=1.0.1 Using cached contourpy-1.0.7-cp310-cp310-win_amd64.whl (162 kB) Collecting cycler>=0.10 Using cached cycler-0.11.0-py3-none-any.whl (6.4 kB) Collecting fonttools>=4.22.0 Using cached fonttools-4.38.0-py3-none-any.whl (965 kB) Collecting h11>=0.8 Using cached h11-0.14.0-py3-none-any.whl (58 kB) Collecting click>=7.0 Using cached click-8.1.3-py3-none-any.whl (96 kB) Collecting uc-micro-py Using cached uc_micro_py-1.0.1-py3-none-any.whl (6.2 kB) Collecting pyasn1<0.5.0,>=0.4.6 Using cached pyasn1-0.4.8-py2.py3-none-any.whl (77 kB) Collecting oauthlib>=3.0.0 Using cached oauthlib-3.2.2-py3-none-any.whl (151 kB) Collecting threadpoolctl>=2.0.0 Using cached threadpoolctl-3.1.0-py3-none-any.whl (14 kB) Collecting joblib>=1.1.1 Using cached joblib-1.2.0-py3-none-any.whl (297 kB) Building wheels for collected packages: library, python-multipart Building wheel for library (pyproject.toml) ... done Created wheel for library: filename=library-0.0.0-py3-none-any.whl size=32703 sha256=395719df8f92a6697bc533686bf7d4322abde1bbb03bce83a865aad2170ef86b Stored in directory: c:\users\%username%\appdata\local\pip\cache\wheels\ae\09\60\c29c9d92535cf560229b50fb48c90465fa0e7012efb335f830 Building wheel for python-multipart (pyproject.toml) ... done Created wheel for python-multipart: filename=python_multipart-0.0.5-py3-none-any.whl size=31681 sha256=99ea873d00ce1f67506058f0a88fff74838aab4566fb0f2194f2f471c11cc69d Stored in directory: c:\users\%username%\appdata\local\pip\cache\wheels\ae\3f\03\fa4bd98cd7f4a25e63b6a0b61a7a8352e0f874cd9de1f3390d Successfully built library python-multipart Installing collected packages: wcwidth, tokenizers, tensorboard-plugin-wit, safetensors, rfc3986, pytz, pydub, pyasn1, library, libclang, keras, flatbuffers, ffmpy, easygui, bitsandbytes, zipp, wrapt, websockets, uc-micro-py, toolz, tifffile, threadpoolctl, termcolor, tensorflow-io-gcs-filesystem, tensorflow-estimator, tensorboard-data-server, sniffio, six, scipy, rsa, regex, pyyaml, PyWavelets, pyrsistent, pyparsing, pydantic, pycryptodome, pyasn1-modules, psutil, protobuf, packaging, orjson, opt-einsum, opencv-python-headless, opencv-python, oauthlib, networkx, multidict, mdurl, markupsafe, markdown, kiwisolver, joblib, imageio, h5py, h11, grpcio, gast, ftfy, fsspec, frozenlist, fonttools, filelock, entrypoints, einops, cycler, contourpy, colorama, charset-normalizer, cachetools, attrs, async-timeout, aiofiles, absl-py, yarl, werkzeug, tqdm, torchmetrics, scikit-learn, scikit-image, python-multipart, python-dateutil, markdown-it-py, linkify-it-py, lightning-utilities, keras-preprocessing, jsonschema, jinja2, importlib-metadata, google-pasta, google-auth, fairscale, click, astunparse, anyio, aiosignal, accelerate, uvicorn, starlette, requests-oauthlib, qudida, pandas, mdit-py-plugins, matplotlib, huggingface-hub, httpcore, aiohttp, transformers, timm, httpx, google-auth-oauthlib, fastapi, diffusers, altair, albumentations, tensorboard, pytorch_lightning, gradio, tensorflow Attempting uninstall: charset-normalizer Found existing installation: charset-normalizer 3.0.1 Uninstalling charset-normalizer-3.0.1: Successfully uninstalled charset-normalizer-3.0.1 Successfully installed PyWavelets-1.4.1 absl-py-1.4.0 accelerate-0.15.0 aiofiles-22.1.0 aiohttp-3.8.3 aiosignal-1.3.1 albumentations-1.3.0 altair-4.2.0 anyio-3.6.2 astunparse-1.6.3 async-timeout-4.0.2 attrs-22.2.0 bitsandbytes-0.35.0 cachetools-5.2.1 charset-normalizer-2.1.1 click-8.1.3 colorama-0.4.6 contourpy-1.0.7 cycler-0.11.0 diffusers-0.10.2 easygui-0.98.3 einops-0.6.0 entrypoints-0.4 fairscale-0.4.4 fastapi-0.89.1 ffmpy-0.3.0 filelock-3.9.0 flatbuffers-23.1.4 fonttools-4.38.0 frozenlist-1.3.3 fsspec-2023.1.0 ftfy-6.1.1 gast-0.4.0 google-auth-2.16.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 gradio-3.16.2 grpcio-1.51.1 h11-0.14.0 h5py-3.7.0 httpcore-0.16.3 httpx-0.23.3 huggingface-hub-0.11.1 imageio-2.24.0 importlib-metadata-6.0.0 jinja2-3.1.2 joblib-1.2.0 jsonschema-4.17.3 keras-2.10.0 keras-preprocessing-1.1.2 kiwisolver-1.4.4 libclang-15.0.6.1 library-0.0.0 lightning-utilities-0.5.0 linkify-it-py-1.0.3 markdown-3.4.1 markdown-it-py-2.1.0 markupsafe-2.1.2 matplotlib-3.6.3 mdit-py-plugins-0.3.3 mdurl-0.1.2 multidict-6.0.4 networkx-3.0 oauthlib-3.2.2 opencv-python-4.7.0.68 opencv-python-headless-4.7.0.68 opt-einsum-3.3.0 orjson-3.8.5 packaging-23.0 pandas-1.5.3 protobuf-3.19.6 psutil-5.9.4 pyasn1-0.4.8 pyasn1-modules-0.2.8 pycryptodome-3.16.0 pydantic-1.10.4 pydub-0.25.1 pyparsing-3.0.9 pyrsistent-0.19.3 python-dateutil-2.8.2 python-multipart-0.0.5 pytorch_lightning-1.9.0 pytz-2022.7.1 pyyaml-6.0 qudida-0.0.4 regex-2022.10.31 requests-oauthlib-1.3.1 rfc3986-1.5.0 rsa-4.9 safetensors-0.2.6 scikit-image-0.19.3 scikit-learn-1.2.0 scipy-1.10.0 six-1.16.0 sniffio-1.3.0 starlette-0.22.0 tensorboard-2.10.1 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorflow-2.10.1 tensorflow-estimator-2.10.0 tensorflow-io-gcs-filesystem-0.29.0 termcolor-2.2.0 threadpoolctl-3.1.0 tifffile-2022.10.10 timm-0.4.12 tokenizers-0.13.2 toolz-0.12.0 torchmetrics-0.11.0 tqdm-4.64.1 transformers-4.25.1 uc-micro-py-1.0.1 uvicorn-0.20.0 wcwidth-0.2.6 websockets-10.4 werkzeug-2.2.2 wrapt-1.14.1 yarl-1.8.2 zipp-3.11.0 [notice] A new release of pip available: 22.2.2 -> 22.3.1 [notice] To update, run: python.exe -m pip install --upgrade pip (venv) PS E:\dreambooth0k\sd-scripts> pip install -U -I --no-deps https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/download/f/xformers-0.0.14.dev0-cp310-cp310-win_amd64.whl Collecting xformers==0.0.14.dev0 Downloading https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/download/f/xformers-0.0.14.dev0-cp310-cp310-win_amd64.whl (184.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 184.3/184.3 MB 5.4 MB/s eta 0:00:00 Installing collected packages: xformers Successfully installed xformers-0.0.14.dev0 [notice] A new release of pip available: 22.2.2 -> 22.3.1 [notice] To update, run: python.exe -m pip install --upgrade pip (venv) PS E:\dreambooth0k\sd-scripts> cp .\bitsandbytes_windows\*.dll .\venv\Lib\site-packages\bitsandbytes\ (venv) PS E:\dreambooth0k\sd-scripts> cp .\bitsandbytes_windows\cextension.py .\venv\Lib\site-packages\bitsandbytes\cextension.py (venv) PS E:\dreambooth0k\sd-scripts> cp .\bitsandbytes_windows\main.py .\venv\Lib\site-packages\bitsandbytes\cuda_setup\main.py (venv) PS E:\dreambooth0k\sd-scripts> accelerate config ------------------------------------------------------------------------------------------------------------------------In which compute environment are you running? This machine ------------------------------------------------------------------------------------------------------------------------Which type of machine are you using? No distributed training Do you want to run your training on CPU only (even if a GPU is available)? [yes/NO]:NO Do you wish to optimize your script with torch dynamo?[yes/NO]:NO Do you want to use DeepSpeed? [yes/NO]: NO What GPU(s) (by id) should be used for training on this machine as a comma-seperated list? [all]:all ------------------------------------------------------------------------------------------------------------------------Do you wish to use FP16 or BF16 (mixed precision)? fp16 accelerate configuration saved at C:\Users\username/.cache\huggingface\accelerate\default_config.yaml
Logs run after uninstall & reinstall (venv) PS E:\dreambooth0k\sd-scripts> accelerate launch --num_cpu_threads_per_process=6 "train_network.py" --enable_bucket --pretrained_model_name_or_path="E:\train\dream\koyadream1\motomodel\model.safetensors" --train_data_dir="E:\train\dream\2\img" --reg_data_dir="E:\train\dream\2\reg" --resolution=512,512 --output_dir="E:\train\dream\2\model" --use_8bit_adam --xformers --logging_dir="E:\train\dream\2\log" --save_model_as=safetensors --network_module=networks.lora --text_encoder_lr=5e-5 --unet_lr=1e-3 --network_dim=4 --output_name="last" --learning_rate="1e-5" --lr_scheduler="cosine" --lr_warmup_steps="68" --train_batch_size="1" --max_train_steps="680" --save_every_n_epochs="1" --mixed_precision="fp16" --save_precision="fp16" --seed="1234" --cache_latents --xformers --use_8bit_adam prepare tokenizer Use DreamBooth method. prepare train images. found directory 40_asd 1girl contains 17 image files 680 train images with repeating. prepare reg images. found directory 1_1girl contains 1000 image files 1000 reg images. some of reg images are not used / 正則化画像の数が多いので、一部使用されない正則化画像があります loading image sizes. 100%|███████████████████████████████████████████████████████████████████████████████| 697/697 [00:01<00:00, 353.34it/s] make buckets number of images (including repeats) / 各bucketの画像枚数(繰り返し回数を含む) bucket 0: resolution (256, 832), count: 0 bucket 1: resolution (256, 896), count: 0 bucket 2: resolution (256, 960), count: 0 bucket 3: resolution (256, 1024), count: 0 bucket 4: resolution (320, 704), count: 0 bucket 5: resolution (320, 768), count: 0 bucket 6: resolution (384, 640), count: 0 bucket 7: resolution (448, 576), count: 0 bucket 8: resolution (512, 512), count: 1360 bucket 9: resolution (576, 448), count: 0 bucket 10: resolution (640, 384), count: 0 bucket 11: resolution (704, 320), count: 0 bucket 12: resolution (768, 320), count: 0 bucket 13: resolution (832, 256), count: 0 bucket 14: resolution (896, 256), count: 0 bucket 15: resolution (960, 256), count: 0 bucket 16: resolution (1024, 256), count: 0 mean ar error (without repeats): 0.0 prepare accelerator Using accelerator 0.15.0 or above. load StableDiffusion checkpoint loading u-net: loading vae: Some weights of the model checkpoint at openai/clip-vit-large-patch14 were not used when initializing CLIPTextModel: ['vision_model.encoder.layers.7.self_attn.q_proj.weight', 'vision_model.encoder.layers.21.layer_norm2.weight', 'vision_model.encoder.layers.16.layer_norm2.bias', 'vision_model.encoder.layers.3.layer_norm1.bias', 'vision_model.encoder.layers.9.mlp.fc1.weight', 'vision_model.encoder.layers.16.self_attn.k_proj.bias', 'vision_model.encoder.layers.9.mlp.fc1.bias', 'vision_model.encoder.layers.22.mlp.fc1.weight', 'vision_model.encoder.layers.21.mlp.fc2.weight', 'vision_model.encoder.layers.13.self_attn.out_proj.bias', 'vision_model.encoder.layers.17.self_attn.out_proj.weight', 'vision_model.encoder.layers.3.mlp.fc2.weight', 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'vision_model.encoder.layers.5.mlp.fc1.bias', 'vision_model.encoder.layers.2.self_attn.out_proj.weight', 'vision_model.encoder.layers.9.self_attn.v_proj.bias', 'vision_model.encoder.layers.16.layer_norm1.weight', 'vision_model.encoder.layers.21.self_attn.q_proj.bias', 'vision_model.encoder.layers.13.self_attn.q_proj.weight', 'vision_model.encoder.layers.19.layer_norm2.bias', 'vision_model.encoder.layers.14.self_attn.q_proj.weight', 'vision_model.encoder.layers.10.self_attn.out_proj.bias', 'vision_model.post_layernorm.weight', 'vision_model.encoder.layers.12.mlp.fc1.bias', 'vision_model.encoder.layers.19.self_attn.out_proj.weight', 'vision_model.encoder.layers.12.layer_norm1.bias', 'vision_model.embeddings.class_embedding', 'vision_model.encoder.layers.23.self_attn.q_proj.bias'] - This IS expected if you are initializing CLIPTextModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model). - This IS NOT expected if you are initializing CLIPTextModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model). loading text encoder: Replace CrossAttention.forward to use xformers caching latents. 100%|████████████████████████████████████████████████████████████████████████████████| 697/697 [01:01<00:00, 11.37it/s] import network module: networks.lora create LoRA for Text Encoder: 72 modules. create LoRA for U-Net: 192 modules. enable LoRA for text encoder enable LoRA for U-Net prepare optimizer, data loader etc. ===================================BUG REPORT=================================== Welcome to bitsandbytes. For bug reports, please submit your error trace to: https://github.com/TimDettmers/bitsandbytes/issues For effortless bug reporting copy-paste your error into this form: https://docs.google.com/forms/d/e/1FAIpQLScPB8emS3Thkp66nvqwmjTEgxp8Y9ufuWTzFyr9kJ5AoI47dQ/viewform?usp=sf_link ================================================================================ CUDA SETUP: Loading binary E:\dreambooth0k\sd-scripts\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cuda116.dll... use 8-bit Adam optimizer running training / 学習開始 num train images * repeats / 学習画像の数×繰り返し回数: 680 num reg images / 正則化画像の数: 1000 num batches per epoch / 1epochのバッチ数: 1360 num epochs / epoch数: 1 batch size per device / バッチサイズ: 1 total train batch size (with parallel & distributed & accumulation) / 総バッチサイズ(並列学習、勾配合計含む): 1 gradient accumulation steps / 勾配を合計するステップ数 = 1 total optimization steps / 学習ステップ数: 680 steps: 0%| | 0/680 [00:00", line 1, in File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 116, in spawn_main exitcode = _main(fd, parent_sentinel) File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 125, in _main prepare(preparation_data) File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 236, in prepare _fixup_main_from_path(data['init_main_from_path']) File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path main_content = runpy.run_path(main_path, File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 289, in run_path return _run_module_code(code, init_globals, run_name, File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 96, in _run_module_code _run_code(code, mod_globals, init_globals, File "C:\Users\tar\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 86, in _run_code exec(code, run_globals) File "E:\dreambooth0k\sd-scripts\train_network.py", line 8, in import torch File "E:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\__init__.py", line 129, in raise err OSError: [WinError 1455] ページング ファイルが小さすぎるため、この操作を完了できません。 Error loading "E:\dreambooth0k\sd-scripts\venv\lib\site-packages\torch\lib\cufft64_10.dll" or one of its dependencies.
bmaltais commented 1 year ago

Have you tried increasing you windows paging system? How much RAM do you have. Less than 32GB of system memory you will require a large paging file because training take a lot of system RAM and GPU VRAM

P-ara-cell commented 1 year ago

Thank you very much for your support. I was able to get the program to work by setting up the paging file and restarting. It turns out I had set it too low, to 16MB in order to free up space on the C drive, which was not ideal. I increased the paging file to 9048MB and was able to run the program at the lightest setting.

I am still a little concerned that the GPU is almost 100%. Is it really possible to run this program with 8GB of VRAM? I also got a bit carried away and tried a slightly heavier setting (network_dim value from 4 to 128) and this did not work. I am wondering if I need to increase the paging file more, or if it is not possible on my machine in the first place. I will experiment to find the optimal settings.

Again, thank you for your support. It is much appreciated.