스테이블 디퓨젼 , 디퓨전 / 사용 / hw spec
stable diffussion Web UI
하드웨어 스펙
- i5-9400F, 2.90GHz
- 8GB x 2
- Geforce GTX 1660, 8GB
실행
- python 3.10.6 설치
- git 설치
- v1.0.0-pre 를 download(sd.webui.zip)
- python path 추가:
set PATH=d:\apps\Python\Python311;d:\apps\Python\Python311\Scripts;%PATH%
- update.bat
- run.bat
실행화면
d:\a\prog\stablediffusion\webui>update.bat
Updating 48a15821..baf6946e
Fast-forward
.eslintignore | 4 +
.eslintrc.js | 88 ++
.git-blame-ignore-revs | 2 +
.github/ISSUE_TEMPLATE/bug_report.yml | 50 +-
.github/pull_request_template.md | 33 +-
.github/workflows/on_pull_request.yaml | 49 +-
.github/workflows/run_tests.yaml | 53 +-
.gitignore | 6 +-
CHANGELOG.md | 200 +++
README.md | 39 +-
configs/instruct-pix2pix.yaml | 98 ++
.../v1-inpainting-inference.yaml | 36 +-
environment-wsl2.yaml | 10 +-
extensions-builtin/LDSR/ldsr_model_arch.py | 13 +-
extensions-builtin/LDSR/scripts/ldsr_model.py | 23 +-
extensions-builtin/LDSR/sd_hijack_autoencoder.py | 28 +-
extensions-builtin/LDSR/sd_hijack_ddpm_v1.py | 66 +-
extensions-builtin/Lora/extra_networks_lora.py | 27 +-
extensions-builtin/Lora/lora.py | 392 +++++-
extensions-builtin/Lora/scripts/lora_script.py | 90 +-
extensions-builtin/Lora/ui_extra_networks_lora.py | 16 +-
extensions-builtin/ScuNET/scripts/scunet_model.py | 98 +-
extensions-builtin/ScuNET/scunet_model_arch.py | 11 +-
extensions-builtin/SwinIR/scripts/swinir_model.py | 9 +-
extensions-builtin/SwinIR/swinir_model_arch.py | 6 +-
extensions-builtin/SwinIR/swinir_model_arch_v2.py | 58 +-
.../javascript/prompt-bracket-checker.js | 130 +-
html/extra-networks-card.html | 7 +-
html/licenses.html | 271 ++++
javascript/aspectRatioOverlay.js | 226 +--
javascript/contextMenus.js | 349 +++--
javascript/dragdrop.js | 52 +-
javascript/edit-attention.js | 216 +--
javascript/extensions.js | 109 +-
javascript/extraNetworks.js | 284 +++-
javascript/generationParams.js | 48 +-
javascript/hints.js | 122 +-
javascript/hires_fix.js | 40 +-
javascript/imageMaskFix.js | 26 +-
javascript/imageParams.js | 5 +-
javascript/imageviewer.js | 283 ++--
javascript/imageviewerGamepad.js | 57 +
javascript/localization.js | 341 ++---
javascript/notification.js | 20 +-
javascript/progressbar.js | 250 ++--
javascript/textualInversion.js | 34 +-
javascript/ui.js | 497 ++++---
javascript/ui_settings_hints.js | 62 +
launch.py | 339 +----
models/karlo/ViT-L-14_stats.th | Bin 0 -> 7079 bytes
modules/Roboto-Regular.ttf | Bin 0 -> 305608 bytes
modules/api/api.py | 373 +++--
modules/api/models.py | 54 +-
modules/call_queue.py | 6 +-
modules/cmd_args.py | 109 ++
modules/codeformer/codeformer_arch.py | 24 +-
modules/codeformer/vqgan_arch.py | 44 +-
modules/codeformer_model.py | 10 +-
modules/config_states.py | 202 +++
modules/deepbooru.py | 3 +-
modules/deepbooru_model.py | 4 +-
modules/devices.py | 114 +-
modules/esrgan_model.py | 21 +-
modules/esrgan_model_arch.py | 24 +-
modules/extensions.py | 89 +-
modules/extra_networks.py | 16 +-
modules/extra_networks_hypernet.py | 9 +-
modules/extras.py | 73 +-
modules/generation_parameters_copypaste.py | 285 ++--
modules/gfpgan_model.py | 7 +-
modules/hashes.py | 41 +-
modules/hypernetworks/hypernetwork.py | 49 +-
modules/hypernetworks/ui.py | 6 +-
modules/images.py | 193 ++-
modules/img2img.py | 54 +-
modules/interrogate.py | 17 +-
modules/launch_utils.py | 334 +++++
modules/localization.py | 4 +-
modules/lowvram.py | 10 +-
modules/mac_specific.py | 63 +
modules/masking.py | 2 +-
modules/memmon.py | 12 +-
modules/modelloader.py | 78 +-
modules/models/diffusion/ddpm_edit.py | 1455 ++++++++++++++++++++
modules/models/diffusion/uni_pc/__init__.py | 1 +
modules/models/diffusion/uni_pc/sampler.py | 101 ++
modules/models/diffusion/uni_pc/uni_pc.py | 863 ++++++++++++
modules/ngrok.py | 30 +-
modules/paths.py | 11 +-
modules/paths_internal.py | 31 +
modules/postprocessing.py | 9 +-
modules/processing.py | 414 ++++--
modules/progress.py | 34 +-
modules/prompt_parser.py | 27 +-
modules/realesrgan_model.py | 26 +-
modules/safe.py | 17 +-
modules/script_callbacks.py | 114 +-
modules/script_loading.py | 11 +-
modules/scripts.py | 171 ++-
modules/scripts_auto_postprocessing.py | 42 +
modules/scripts_postprocessing.py | 21 +-
modules/sd_disable_initialization.py | 19 +-
modules/sd_hijack.py | 153 +-
modules/sd_hijack_clip.py | 2 +-
modules/sd_hijack_clip_old.py | 3 +-
modules/sd_hijack_inpainting.py | 20 +-
modules/sd_hijack_ip2p.py | 10 +
modules/sd_hijack_optimizations.py | 347 ++++-
modules/sd_hijack_unet.py | 51 +-
modules/sd_hijack_utils.py | 28 +
modules/sd_hijack_xlmr.py | 2 -
modules/sd_models.py | 395 ++++--
modules/sd_models_config.py | 118 ++
modules/sd_samplers.py | 527 +------
modules/sd_samplers_common.py | 95 ++
modules/sd_samplers_compvis.py | 224 +++
modules/sd_samplers_kdiffusion.py | 392 ++++++
modules/sd_vae.py | 16 +-
modules/sd_vae_approx.py | 5 +-
modules/sd_vae_taesd.py | 88 ++
modules/shared.py | 478 ++++---
modules/shared_items.py | 31 +
modules/styles.py | 23 +-
modules/sub_quadratic_attention.py | 21 +-
modules/textual_inversion/autocrop.py | 214 +--
modules/textual_inversion/dataset.py | 62 +-
modules/textual_inversion/image_embedding.py | 28 +-
modules/textual_inversion/learn_schedule.py | 6 +-
modules/textual_inversion/preprocess.py | 31 +-
modules/textual_inversion/textual_inversion.py | 78 +-
modules/timer.py | 38 +
modules/txt2img.py | 19 +-
modules/ui.py | 605 +++++---
modules/ui_common.py | 27 +-
modules/ui_components.py | 52 +-
modules/ui_extensions.py | 384 +++++-
modules/ui_extra_networks.py | 244 +++-
modules/ui_extra_networks_checkpoints.py | 31 +
modules/ui_extra_networks_hypernets.py | 13 +-
modules/ui_extra_networks_textual_inversion.py | 14 +-
modules/ui_loadsave.py | 210 +++
modules/ui_postprocessing.py | 10 +-
modules/ui_tempdir.py | 19 +-
modules/upscaler.py | 14 +-
modules/xlmr.py | 8 +-
package.json | 11 +
pyproject.toml | 35 +
requirements-test.txt | 3 +
requirements.txt | 10 +-
requirements_versions.txt | 24 +-
script.js | 94 +-
scripts/custom_code.py | 65 +-
scripts/img2imgalt.py | 48 +-
scripts/loopback.py | 100 +-
scripts/outpainting_mk_2.py | 8 +-
scripts/poor_mans_outpainting.py | 8 +-
scripts/postprocessing_upscale.py | 73 +-
scripts/prompt_matrix.py | 52 +-
scripts/prompts_from_file.py | 20 +-
scripts/sd_upscale.py | 10 +-
scripts/xy_grid.py | 498 -------
scripts/xyz_grid.py | 720 ++++++++++
style.css | 920 ++++++-------
test/basic_features/__init__.py | 0
test/basic_features/extras_test.py | 54 -
test/basic_features/img2img_test.py | 66 -
test/basic_features/txt2img_test.py | 80 --
test/basic_features/utils_test.py | 62 -
test/conftest.py | 17 +
test/server_poll.py | 24 -
test/test_extras.py | 35 +
test/test_img2img.py | 68 +
test/test_txt2img.py | 90 ++
test/test_utils.py | 33 +
webui-macos-env.sh | 4 +-
webui-user.sh | 3 +
webui.py | 415 ++++--
webui.sh | 68 +-
178 files changed, 14062 insertions(+), 5792 deletions(-)
create mode 100644 .eslintignore
create mode 100644 .eslintrc.js
create mode 100644 .git-blame-ignore-revs
create mode 100644 CHANGELOG.md
create mode 100644 configs/instruct-pix2pix.yaml
rename v2-inference-v.yaml => configs/v1-inpainting-inference.yaml (61%)
create mode 100644 javascript/imageviewerGamepad.js
create mode 100644 javascript/ui_settings_hints.js
create mode 100644 models/karlo/ViT-L-14_stats.th
create mode 100644 modules/Roboto-Regular.ttf
create mode 100644 modules/cmd_args.py
create mode 100644 modules/config_states.py
create mode 100644 modules/launch_utils.py
create mode 100644 modules/mac_specific.py
create mode 100644 modules/models/diffusion/ddpm_edit.py
create mode 100644 modules/models/diffusion/uni_pc/__init__.py
create mode 100644 modules/models/diffusion/uni_pc/sampler.py
create mode 100644 modules/models/diffusion/uni_pc/uni_pc.py
create mode 100644 modules/paths_internal.py
create mode 100644 modules/scripts_auto_postprocessing.py
create mode 100644 modules/sd_hijack_ip2p.py
create mode 100644 modules/sd_hijack_utils.py
create mode 100644 modules/sd_models_config.py
create mode 100644 modules/sd_samplers_common.py
create mode 100644 modules/sd_samplers_compvis.py
create mode 100644 modules/sd_samplers_kdiffusion.py
create mode 100644 modules/sd_vae_taesd.py
create mode 100644 modules/shared_items.py
create mode 100644 modules/timer.py
create mode 100644 modules/ui_extra_networks_checkpoints.py
create mode 100644 modules/ui_loadsave.py
create mode 100644 package.json
create mode 100644 pyproject.toml
create mode 100644 requirements-test.txt
delete mode 100644 scripts/xy_grid.py
create mode 100644 scripts/xyz_grid.py
delete mode 100644 test/basic_features/__init__.py
delete mode 100644 test/basic_features/extras_test.py
delete mode 100644 test/basic_features/img2img_test.py
delete mode 100644 test/basic_features/txt2img_test.py
delete mode 100644 test/basic_features/utils_test.py
create mode 100644 test/conftest.py
delete mode 100644 test/server_poll.py
create mode 100644 test/test_extras.py
create mode 100644 test/test_img2img.py
create mode 100644 test/test_txt2img.py
create mode 100644 test/test_utils.py
계속하려면 아무 키나 누르십시오 . . .
d:\a\prog\stablediffusion\webui>run.bat
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug 1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.3.2
Commit hash: baf6946e06249c5af9851c60171692c44ef633e0
Installing torch and torchvision
Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu118
Collecting torch==2.0.1
Downloading https://download.pytorch.org/whl/cu118/torch-2.0.1%2Bcu118-cp310-cp310-win_amd64.whl (2619.1 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.6/2.6 GB 2.2 MB/s eta 0:00:00
Collecting torchvision==0.15.2
Downloading https://download.pytorch.org/whl/cu118/torchvision-0.15.2%2Bcu118-cp310-cp310-win_amd64.whl (4.9 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.9/4.9 MB 22.5 MB/s eta 0:00:00
Collecting filelock (from torch==2.0.1)
Downloading filelock-3.12.2-py3-none-any.whl (10 kB)
Collecting typing-extensions (from torch==2.0.1)
Downloading typing_extensions-4.6.3-py3-none-any.whl (31 kB)
Collecting sympy (from torch==2.0.1)
Downloading sympy-1.12-py3-none-any.whl (5.7 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.7/5.7 MB 22.9 MB/s eta 0:00:00
Collecting networkx (from torch==2.0.1)
Using cached networkx-3.1-py3-none-any.whl (2.1 MB)
Collecting jinja2 (from torch==2.0.1)
Downloading https://download.pytorch.org/whl/Jinja2-3.1.2-py3-none-any.whl (133 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 133.1/133.1 kB ? eta 0:00:00
Collecting numpy (from torchvision==0.15.2)
Downloading numpy-1.25.0-cp310-cp310-win_amd64.whl (15.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 15.0/15.0 MB 23.4 MB/s eta 0:00:00
Collecting requests (from torchvision==0.15.2)
Using cached requests-2.31.0-py3-none-any.whl (62 kB)
Collecting pillow!=8.3.*,>=5.3.0 (from torchvision==0.15.2)
Using cached Pillow-9.5.0-cp310-cp310-win_amd64.whl (2.5 MB)
Collecting MarkupSafe>=2.0 (from jinja2->torch==2.0.1)
Downloading MarkupSafe-2.1.3-cp310-cp310-win_amd64.whl (17 kB)
Collecting charset-normalizer<4,>=2 (from requests->torchvision==0.15.2)
Using cached charset_normalizer-3.1.0-cp310-cp310-win_amd64.whl (97 kB)
Collecting idna<4,>=2.5 (from requests->torchvision==0.15.2)
Using cached https://download.pytorch.org/whl/idna-3.4-py3-none-any.whl (61 kB)
Collecting urllib3<3,>=1.21.1 (from requests->torchvision==0.15.2)
Using cached urllib3-2.0.3-py3-none-any.whl (123 kB)
Collecting certifi>=2017.4.17 (from requests->torchvision==0.15.2)
Using cached certifi-2023.5.7-py3-none-any.whl (156 kB)
Collecting mpmath>=0.19 (from sympy->torch==2.0.1)
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Installing collected packages: mpmath, urllib3, typing-extensions, sympy, pillow, numpy, networkx, MarkupSafe, idna, filelock, charset-normalizer, certifi, requests, jinja2, torch, torchvision
Successfully installed MarkupSafe-2.1.3 certifi-2023.5.7 charset-normalizer-3.1.0 filelock-3.12.2 idna-3.4 jinja2-3.1.2 mpmath-1.3.0 networkx-3.1 numpy-1.25.0 pillow-9.5.0 requests-2.31.0 sympy-1.12 torch-2.0.1+cu118 torchvision-0.15.2+cu118 typing-extensions-4.6.3 urllib3-2.0.3
Installing gfpgan
Installing clip
Installing open_clip
Cloning Stable Diffusion into D:\a\prog\stablediffusion\webui\webui\repositories\stable-diffusion-stability-ai...
Cloning Taming Transformers into D:\a\prog\stablediffusion\webui\webui\repositories\taming-transformers...
Cloning K-diffusion into D:\a\prog\stablediffusion\webui\webui\repositories\k-diffusion...
Cloning CodeFormer into D:\a\prog\stablediffusion\webui\webui\repositories\CodeFormer...
Cloning BLIP into D:\a\prog\stablediffusion\webui\webui\repositories\BLIP...
Installing requirements for CodeFormer
Installing requirements
Launching Web UI with arguments:
No module 'xformers'. Proceeding without it.
Downloading: "https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors" to D:\a\prog\stablediffusion\webui\webui\models\Stable-diffusion\v1-5-pruned-emaonly.safetensors
100%|███████████████████████████████████████████████████████████████████████████████| 3.97G/3.97G [03:02<00:00, 23.4MB/s]
Calculating sha256 for D:\a\prog\stablediffusion\webui\webui\models\Stable-diffusion\v1-5-pruned-emaonly.safetensors: Running on local URL: http://127.0.0.1:7860
To create a public link, set `share=True` in `launch()`.
Startup time: 190.6s (import torch: 1.8s, import gradio: 2.4s, import ldm: 0.5s, other imports: 1.9s, setup codeformer: 0.1s, list SD models: 182.4s, load scripts: 0.8s, create ui: 0.2s, gradio launch: 0.4s).
6ce0161689b3853acaa03779ec93eafe75a02f4ced659bee03f50797806fa2fa
Loading weights [6ce0161689] from D:\a\prog\stablediffusion\webui\webui\models\Stable-diffusion\v1-5-pruned-emaonly.safetensors
Creating model from config: D:\a\prog\stablediffusion\webui\webui\configs\v1-inference.yaml
LatentDiffusion: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
Downloading (…)olve/main/vocab.json: 100%|████████████████████████████████████████████| 961k/961k [00:00<00:00, 1.62MB/s]
Downloading (…)olve/main/merges.txt: 100%|█████████████████████████████████████████████| 525k/525k [00:00<00:00, 890kB/s]
Downloading (…)cial_tokens_map.json: 100%|██████████████████████████████████████████████████████| 389/389 [00:00<?, ?B/s]
Downloading (…)okenizer_config.json: 100%|██████████████████████████████████████████████████████| 905/905 [00:00<?, ?B/s]
Downloading (…)lve/main/config.json: 100%|██████████████████████████████████████████████████| 4.52k/4.52k [00:00<?, ?B/s]
Applying optimization: Doggettx... done.
Textual inversion embeddings loaded(0):
Model loaded in 10.5s (calculate hash: 3.6s, load weights from disk: 0.1s, create model: 3.8s, apply weights to model: 0.6s, apply half(): 0.6s, move model to device: 0.9s, load textual inversion embeddings: 0.8s).
100%|████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:07<00:00, 2.81it/s]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:03<00:00, 6.61it/s]
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:03<00:00, 6.61it/s]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 7.03it/s]
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:03<00:00, 6.61it/s]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 7.05it/s]
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:05<00:00, 3.42it/s]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:05<00:00, 3.39it/s]
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 6.67it/s]
Total progress: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 6.69it/s]
Interrupted with signal 2 in <frame at 0x000001DD2E5D1170, file 'threading.py', line 324, code wait>██████████████████████| 20/20 [00:02<00:00, 7.08it/s]
일괄 작업을 끝내시겠습니까 (Y/N)? y
See Also
- How to use models · civitai/civitai Wiki · GitHub : <civitai.com> 에서 model을 받아서 local에서 사용해 볼 수 있다.
