lllyasviel / ControlNet

Let us control diffusion models!
Apache License 2.0
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Gradio apps not working OOTB #153

Open vadi2 opened 1 year ago

vadi2 commented 1 year ago

I'm not having luck running any of the Gradio apps out of the box - what could be wrong?

$ conda env create -f environment.yaml
Retrieving notices: ...working... done
Collecting package metadata (repodata.json): done
Solving environment: done

==> WARNING: A newer version of conda exists. <==
  current version: 22.11.1
  latest version: 23.1.0

Please update conda by running

    $ conda update -n base -c defaults conda

Or to minimize the number of packages updated during conda update use

     conda install conda=23.1.0

Downloading and Extracting Packages
torchvision-0.13.1   | 28.7 MB   | ############################################################################################################################################################## | 100% 

Preparing transaction: done                                                                                                                                                                              
Verifying transaction: done                                                                                                                                                                              
Executing transaction: \ By downloading and using the CUDA Toolkit conda packages, you accept the terms and conditions of the CUDA End User License Agreement (EULA): https://docs.nvidia.com/cuda/eula/index.html                                                                                                                                                                                                

done                                                                                                                                                                                                     
Installing pip dependencies: / Ran pip subprocess with arguments:                                                                                                                                        
['/home/vadi/Programs/miniconda3/envs/control/bin/python', '-m', 'pip', 'install', '-U', '-r', '/media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt', '--exists-action=b']          
Pip subprocess output:                                                                                                                                                                                   
Collecting addict==2.4.0                                                                                                                                                                                 
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Requirement already satisfied: numpy>=1.11.1 in /home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages (from albumentations==1.3.0->-r /media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt (line 2)) (1.23.1)                                                                                                                                                               
Collecting basicsr==1.4.2                                                                                                                                                                                
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Requirement already satisfied: torchvision in /home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages (from basicsr==1.4.2->-r /media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt (line 23)) (0.13.1)                                                                                                                                                                       
Requirement already satisfied: torch>=1.7 in /home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages (from basicsr==1.4.2->-r /media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt (line 23)) (1.12.1)                                                                                                                                                                        
Requirement already satisfied: requests in /home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages (from basicsr==1.4.2->-r /media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt (line 23)) (2.28.1)                                                                                                                                                                          
Requirement already satisfied: Pillow in /home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages (from basicsr==1.4.2->-r /media/vadi/SSDer/Programs/ControlNet/condaenv.v1jw_k4f.requirements.txt (line 23)) (9.3.0)                                                                                                                                                                             
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Collecting pytz>=2020.1
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Collecting semver
  Using cached semver-2.13.0-py2.py3-none-any.whl (12 kB)
Collecting sympy
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Collecting mpmath>=0.19
  Using cached mpmath-1.2.1-py3-none-any.whl (532 kB)
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  Using cached tb_nightly-2.13.0a20230221-py3-none-any.whl (5.6 MB)
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  Using cached uc_micro_py-1.0.1-py3-none-any.whl (6.2 kB)
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Collecting watchdog
  Using cached watchdog-2.2.1-py3-none-manylinux2014_x86_64.whl (78 kB)
Building wheels for collected packages: antlr4-python3-runtime, validators
  Building wheel for antlr4-python3-runtime (setup.py): started
  Building wheel for antlr4-python3-runtime (setup.py): finished with status 'done'
  Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.8-py3-none-any.whl size=141211 sha256=63a89d3266968bf523795133dacd7d6aba61a0caa08d07f499c1b5192667748a
  Stored in directory: /home/vadi/.cache/pip/wheels/c8/d0/ab/d43c02eaddc5b9004db86950802442ad9a26f279c619e28da0
  Building wheel for validators (setup.py): started
  Building wheel for validators (setup.py): finished with status 'done'
  Created wheel for validators: filename=validators-0.20.0-py3-none-any.whl size=19581 sha256=58056f36cfd1f758731771e1bb4fd234a093334d7bb6def344b2a151d4e0d1f3
  Stored in directory: /home/vadi/.cache/pip/wheels/19/09/72/3eb74d236bb48bd0f3c6c3c83e4e0c5bbfcbcad7c6c3539db8
Successfully built antlr4-python3-runtime validators
Installing collected packages: zipp, pyasn1, tzdata, sniffio, smmap, rsa, pytz, python-dateutil, pyrsistent, pyasn1-modules, pkgutil-resolve-name, oauthlib, multidict, mdurl, markupsafe, importlib-resources, frozenlist, cachetools, backports.zoneinfo, attrs, yarl, uc-micro-py, toolz, threadpoolctl, scipy, rfc3986, requests-oauthlib, pytz-deprecation-shim, pygments, pandas, mpmath, markdown-it-py, jsonschema, joblib, jinja2, importlib-metadata, humanfriendly, h11, google-auth, gitdb, entrypoints, decorator, async-timeout, anyio, aiosignal, werkzeug, wcwidth, watchdog, validators, tzlocal, tqdm, tornado, toml, tifffile, tensorboard-plugin-wit, tensorboard-data-server, sympy, starlette, semver, scikit-learn, rich, PyYAML, PyWavelets, pyparsing, pympler, pydeck, pydantic, pyarrow, protobuf, packaging, opencv-python-headless, networkx, mdit-py-plugins, markdown, linkify-it-py, kiwisolver, imageio, httpcore, grpcio, google-auth-oauthlib, gitpython, fsspec, fonttools, flatbuffers, filelock, cycler, contourpy, coloredlogs, click, blinker, altair, aiohttp, absl-py, yapf, websockets, uvicorn, torchmetrics, tokenizers, tensorboard, tb-nightly, streamlit, scikit-image, regex, qudida, python-multipart, pydub, pyDeprecate, pycryptodome, orjson, opencv-python, onnxruntime, onnx, matplotlib, lmdb, huggingface-hub, httpx, future, ftfy, ffmpy, fastapi, braceexpand, antlr4-python3-runtime, aiofiles, addict, webdataset, transformers, timm, test-tube, streamlit-drawable-canvas, safetensors, pytorch-lightning, prettytable, opencv-contrib-python, open-clip-torch, omegaconf, kornia, invisible-watermark, imageio-ffmpeg, gradio, einops, basicsr, albumentations
Successfully installed PyWavelets-1.4.1 PyYAML-6.0 absl-py-1.4.0 addict-2.4.0 aiofiles-23.1.0 aiohttp-3.8.4 aiosignal-1.3.1 albumentations-1.3.0 altair-4.2.2 antlr4-python3-runtime-4.8 anyio-3.6.2 async-timeout-4.0.2 attrs-22.2.0 backports.zoneinfo-0.2.1 basicsr-1.4.2 blinker-1.5 braceexpand-0.1.7 cachetools-5.3.0 click-8.1.3 coloredlogs-15.0.1 contourpy-1.0.7 cycler-0.11.0 decorator-5.1.1 einops-0.3.0 entrypoints-0.4 fastapi-0.92.0 ffmpy-0.3.0 filelock-3.9.0 flatbuffers-23.1.21 fonttools-4.38.0 frozenlist-1.3.3 fsspec-2023.1.0 ftfy-6.1.1 future-0.18.3 gitdb-4.0.10 gitpython-3.1.31 google-auth-2.16.1 google-auth-oauthlib-0.4.6 gradio-3.16.2 grpcio-1.51.3 h11-0.14.0 httpcore-0.16.3 httpx-0.23.3 huggingface-hub-0.12.1 humanfriendly-10.0 imageio-2.9.0 imageio-ffmpeg-0.4.2 importlib-metadata-6.0.0 importlib-resources-5.12.0 invisible-watermark-0.1.5 jinja2-3.1.2 joblib-1.2.0 jsonschema-4.17.3 kiwisolver-1.4.4 kornia-0.6.0 linkify-it-py-2.0.0 lmdb-1.4.0 markdown-3.4.1 markdown-it-py-2.2.0 markupsafe-2.1.2 matplotlib-3.7.0 mdit-py-plugins-0.3.4 mdurl-0.1.2 mpmath-1.2.1 multidict-6.0.4 networkx-3.0 oauthlib-3.2.2 omegaconf-2.1.1 onnx-1.13.1 onnxruntime-1.14.0 open-clip-torch-2.0.2 opencv-contrib-python-4.3.0.36 opencv-python-4.7.0.72 opencv-python-headless-4.7.0.72 orjson-3.8.6 packaging-23.0 pandas-1.5.3 pkgutil-resolve-name-1.3.10 prettytable-3.6.0 protobuf-3.20.3 pyDeprecate-0.3.1 pyarrow-11.0.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pycryptodome-3.17 pydantic-1.10.5 pydeck-0.8.0 pydub-0.25.1 pygments-2.14.0 pympler-1.0.1 pyparsing-3.0.9 pyrsistent-0.19.3 python-dateutil-2.8.2 python-multipart-0.0.5 pytorch-lightning-1.5.0 pytz-2022.7.1 pytz-deprecation-shim-0.1.0.post0 qudida-0.0.4 regex-2022.10.31 requests-oauthlib-1.3.1 rfc3986-1.5.0 rich-13.3.1 rsa-4.9 safetensors-0.2.7 scikit-image-0.19.3 scikit-learn-1.2.1 scipy-1.10.1 semver-2.13.0 smmap-5.0.0 sniffio-1.3.0 starlette-0.25.0 streamlit-1.12.1 streamlit-drawable-canvas-0.8.0 sympy-1.11.1 tb-nightly-2.13.0a20230221 tensorboard-2.12.0 tensorboard-data-server-0.7.0 tensorboard-plugin-wit-1.8.1 test-tube-0.7.5 threadpoolctl-3.1.0 tifffile-2023.2.3 timm-0.6.12 tokenizers-0.12.1 toml-0.10.2 toolz-0.12.0 torchmetrics-0.6.0 tornado-6.2 tqdm-4.64.1 transformers-4.19.2 tzdata-2022.7 tzlocal-4.2 uc-micro-py-1.0.1 uvicorn-0.20.0 validators-0.20.0 watchdog-2.2.1 wcwidth-0.2.6 webdataset-0.2.5 websockets-10.4 werkzeug-2.2.3 yapf-0.32.0 yarl-1.8.2 zipp-3.14.0

done
#
# To activate this environment, use
#
#     $ conda activate control
#
# To deactivate an active environment, use
#
#     $ conda deactivate

(pytorch-cuda) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ 
(pytorch-cuda) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ conda activate control
(control) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ python gradio_hough2image.py
logging improved.
Downloading: "https://huggingface.co/lllyasviel/ControlNet/resolve/main/annotator/ckpts/mlsd_large_512_fp32.pth" to /media/vadi/SSDer/Programs/ControlNet/annotator/ckpts/mlsd_large_512_fp32.pth

100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6.05M/6.05M [00:00<00:00, 12.4MB/s]
No module 'xformers'. Proceeding without it.
ControlLDM: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type 'vanilla' with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla' with 512 in_channels
Downloading: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 939k/939k [00:02<00:00, 350kB/s]
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Loaded model config from [./models/cldm_v15.yaml]
Traceback (most recent call last):
  File "gradio_hough2image.py", line 21, in <module>
    model.load_state_dict(load_state_dict('./models/control_sd15_mlsd.pth', location='cuda'))
  File "/media/vadi/SSDer/Programs/ControlNet/cldm/model.py", line 18, in load_state_dict
    state_dict = get_state_dict(torch.load(ckpt_path, map_location=torch.device(location)))
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 699, in load
    with _open_file_like(f, 'rb') as opened_file:
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 230, in _open_file_like
    return _open_file(name_or_buffer, mode)
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 211, in __init__
    super(_open_file, self).__init__(open(name, mode))
FileNotFoundError: [Errno 2] No such file or directory: './models/control_sd15_mlsd.pth'
(control) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ python gradio_hough2image.py
logging improved.
No module 'xformers'. Proceeding without it.
ControlLDM: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type 'vanilla' with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla' with 512 in_channels
Loaded model config from [./models/cldm_v15.yaml]
Traceback (most recent call last):
  File "gradio_hough2image.py", line 21, in <module>
    model.load_state_dict(load_state_dict('./models/control_sd15_mlsd.pth', location='cuda'))
  File "/media/vadi/SSDer/Programs/ControlNet/cldm/model.py", line 18, in load_state_dict
    state_dict = get_state_dict(torch.load(ckpt_path, map_location=torch.device(location)))
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 699, in load
    with _open_file_like(f, 'rb') as opened_file:
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 230, in _open_file_like
    return _open_file(name_or_buffer, mode)
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 211, in __init__
    super(_open_file, self).__init__(open(name, mode))
FileNotFoundError: [Errno 2] No such file or directory: './models/control_sd15_mlsd.pth'
(control) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ python gradio_hough2image.py
logging improved.
No module 'xformers'. Proceeding without it.
ControlLDM: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type 'vanilla' with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla' with 512 in_channels
Loaded model config from [./models/cldm_v15.yaml]
Traceback (most recent call last):
  File "gradio_hough2image.py", line 21, in <module>
    model.load_state_dict(load_state_dict('./models/control_sd15_mlsd.pth', location='cuda'))
  File "/media/vadi/SSDer/Programs/ControlNet/cldm/model.py", line 18, in load_state_dict
    state_dict = get_state_dict(torch.load(ckpt_path, map_location=torch.device(location)))
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 699, in load
    with _open_file_like(f, 'rb') as opened_file:
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 230, in _open_file_like
    return _open_file(name_or_buffer, mode)
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 211, in __init__
    super(_open_file, self).__init__(open(name, mode))
FileNotFoundError: [Errno 2] No such file or directory: './models/control_sd15_mlsd.pth'
(control) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ python gradio_canny2image.py
logging improved.
No module 'xformers'. Proceeding without it.
ControlLDM: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type 'vanilla' with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla' with 512 in_channels
Loaded model config from [./models/cldm_v15.yaml]
Traceback (most recent call last):
  File "gradio_canny2image.py", line 21, in <module>
    model.load_state_dict(load_state_dict('./models/control_sd15_canny.pth', location='cuda'))
  File "/media/vadi/SSDer/Programs/ControlNet/cldm/model.py", line 18, in load_state_dict
    state_dict = get_state_dict(torch.load(ckpt_path, map_location=torch.device(location)))
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 699, in load
    with _open_file_like(f, 'rb') as opened_file:
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 230, in _open_file_like
    return _open_file(name_or_buffer, mode)
  File "/home/vadi/Programs/miniconda3/envs/control/lib/python3.8/site-packages/torch/serialization.py", line 211, in __init__
    super(_open_file, self).__init__(open(name, mode))
FileNotFoundError: [Errno 2] No such file or directory: './models/control_sd15_canny.pth'
(control) vadi@barbar:/media/vadi/SSDer/Programs/ControlNet$ 
johndpope commented 1 year ago

There’s a YouTube video helping where to place that specific file ./models/control_sd15_canny.pth'. It’s under the extension fielder (not models) for webui automatic 1111