Note for Semantic Web --No.1

本文探讨了智能万维网的概念,对比了智能网络与传统网络的区别,并介绍了如何通过语义数据和分布式数据网络来提高网络应用的一致性和智能水平。

what is the Semantic Web?

 

what is web?

web is the idea of an open community:Anyone can contribute their ideas to the whole, for anyone to see. But the Web often feels like it is "a mile wide but an inch deep".

 

smart web, dumb web

What do we mean by "dumb"? this means inconsistent, out of synch, and disconnected.

 

smart web applications

the reason we are improving the Web infrastructure is to allow smart application to perform to their potential

the semantic web needs to get the right data to the right place so the smart application can do their work.

so the question is "What can the Web infrastructure provide to improve the consistency and availability of Web data"?

 

A Connected Web Is a Sarter Web

 

 

Semantic Data

In all of these case, the data describe the presentation of information rather than describe the entities in the world.

One commen way to make Web applications more integrated is to back them up with a relational database and generate the webpages from queries run against that database.

Another approach to making Web applications a bit smarter is to write program code in a genaral-purpose language that keeps data from different places up to date.

these solutions are more cumbersome to implement.

the common trend in these solutions is to move away from having the presentation of the data be the primary representation of the data;

 

A Distributed Web of Data

the main idea of the Semantic Web is to support a distributed Web at the level of the data rather than at the level of the presentation.

the data model that the Semantic Web infrastructure uses to represent this distributed web of data is called the RDF(Resource Description Framework).

 

 

 

 

to be continue...

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Collecting pydantic-core==2.41.5 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/76/92/d338652464c6c367e5608e4488201702cd1cbb0f33f7b6a85a60fe5f3720/pydantic_core-2.41.5-cp310-cp310-win_amd64.whl (2.0 MB) Collecting typing-inspection>=0.4.2 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl (14 kB) Collecting gitdb<5,>=4.0.1 (from GitPython->-r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl (62 kB) Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->GitPython->-r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/04/be/d09147ad1ec7934636ad912901c5fd7667e1c858e19d355237db0d0cd5e4/smmap-5.0.2-py3-none-any.whl (24 kB) Collecting addict (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl (3.8 kB) Collecting future (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/da/71/ae30dadffc90b9006d77af76b393cb9dfbfc9629f339fc1574a1c52e6806/future-1.0.0-py3-none-any.whl (491 kB) Collecting lmdb (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/ab/a7/5c610b933dc0241a8a60b2fd275e68aaca5409eb54188416deb447c59511/lmdb-1.7.5-cp310-cp310-win_amd64.whl (99 kB) Collecting opencv-python (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/fa/80/eb88edc2e2b11cd2dd2e56f1c80b5784d11d6e6b7f04a1145df64df40065/opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl (39.0 MB) Collecting scipy (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl (41.3 MB) INFO: pip is looking at multiple versions of basicsr to determine which version is compatible with other requirements. This could take a while. Collecting basicsr (from -r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/c7/c9/9dda955cc560db80bd7433210a3a8e5fc4676fcd88e64527dc3271feb7d1/basicsr-1.4.1.tar.gz (171 kB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [17 lines of output] Traceback (most recent call last): File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 389, in <module> main() File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 373, in main json_out["return_val"] = hook(**hook_input["kwargs"]) File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 143, in get_requires_for_build_wheel return hook(config_settings) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-_xg1dlzf\overlay\Lib\site-packages\setuptools\build_meta.py", line 331, in get_requires_for_build_wheel return self._get_build_requires(config_settings, requirements=[]) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-_xg1dlzf\overlay\Lib\site-packages\setuptools\build_meta.py", line 301, in _get_build_requires self.run_setup() File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-_xg1dlzf\overlay\Lib\site-packages\setuptools\build_meta.py", line 512, in run_setup super().run_setup(setup_script=setup_script) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-_xg1dlzf\overlay\Lib\site-packages\setuptools\build_meta.py", line 317, in run_setup exec(code, locals()) File "<string>", line 8, in <module> ModuleNotFoundError: No module named 'torch' [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed to build 'basicsr' when getting requirements to build wheel (stable-diffusion) G:\modelhub\yuliu11\stable-diffusion-webui>pip install addict future lmdb opencv-python pyyaml scikit-image scipy tensorboard Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple Collecting addict Using cached https://pypi.tuna.tsinghua.edu.cn/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl (3.8 kB) Collecting future Using cached https://pypi.tuna.tsinghua.edu.cn/packages/da/71/ae30dadffc90b9006d77af76b393cb9dfbfc9629f339fc1574a1c52e6806/future-1.0.0-py3-none-any.whl (491 kB) Collecting lmdb Using cached https://pypi.tuna.tsinghua.edu.cn/packages/ab/a7/5c610b933dc0241a8a60b2fd275e68aaca5409eb54188416deb447c59511/lmdb-1.7.5-cp310-cp310-win_amd64.whl (99 kB) Collecting opencv-python Using cached https://pypi.tuna.tsinghua.edu.cn/packages/fa/80/eb88edc2e2b11cd2dd2e56f1c80b5784d11d6e6b7f04a1145df64df40065/opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl (39.0 MB) Collecting pyyaml Using cached https://pypi.tuna.tsinghua.edu.cn/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl (158 kB) Collecting scikit-image Using cached https://pypi.tuna.tsinghua.edu.cn/packages/5f/ee/c53a009e3997dda9d285402f19226fbd17b5b3cb215da391c4ed084a1424/scikit_image-0.25.2-cp310-cp310-win_amd64.whl (12.8 MB) Collecting scipy Using cached https://pypi.tuna.tsinghua.edu.cn/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl (41.3 MB) Collecting tensorboard Downloading https://pypi.tuna.tsinghua.edu.cn/packages/9c/d9/a5db55f88f258ac669a92858b70a714bbbd5acd993820b41ec4a96a4d77f/tensorboard-2.20.0-py3-none-any.whl (5.5 MB) ---------------------------------------- 5.5/5.5 MB 4.0 MB/s 0:00:01 Requirement already satisfied: numpy<2.3.0,>=2 in d:\ac\envs\stable-diffusion\lib\site-packages (from opencv-python) (2.1.2) Requirement already satisfied: networkx>=3.0 in d:\ac\envs\stable-diffusion\lib\site-packages (from scikit-image) (3.3) Requirement already satisfied: pillow>=10.1 in d:\ac\envs\stable-diffusion\lib\site-packages (from scikit-image) (11.3.0) Collecting imageio!=2.35.0,>=2.33 (from scikit-image) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/fb/fe/301e0936b79bcab4cacc7548bf2853fc28dced0a578bab1f7ef53c9aa75b/imageio-2.37.2-py3-none-any.whl (317 kB) Collecting tifffile>=2022.8.12 (from scikit-image) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/5d/06/bd0a6097da704a7a7c34a94cfd771c3ea3c2f405dd214e790d22c93f6be1/tifffile-2025.5.10-py3-none-any.whl (226 kB) Requirement already satisfied: packaging>=21 in d:\ac\envs\stable-diffusion\lib\site-packages (from scikit-image) (25.0) Collecting lazy-loader>=0.4 (from scikit-image) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/83/60/d497a310bde3f01cb805196ac61b7ad6dc5dcf8dce66634dc34364b20b4f/lazy_loader-0.4-py3-none-any.whl (12 kB) Collecting absl-py>=0.4 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl (135 kB) Collecting grpcio>=1.48.2 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/10/30/d3d2adcbb6dd3ff59d6ac3df6ef830e02b437fb5c90990429fd180e52f30/grpcio-1.76.0-cp310-cp310-win_amd64.whl (4.7 MB) ---------------------------------------- 4.7/4.7 MB 10.5 MB/s 0:00:00 Collecting markdown>=2.6.8 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/70/81/54e3ce63502cd085a0c556652a4e1b919c45a446bd1e5300e10c44c8c521/markdown-3.10-py3-none-any.whl (107 kB) Collecting protobuf!=4.24.0,>=3.19.6 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/a6/79/8780a378c650e3df849b73de8b13cf5412f521ca2ff9b78a45c247029440/protobuf-6.33.1-cp310-abi3-win_amd64.whl (436 kB) Requirement already satisfied: setuptools>=41.0.0 in d:\ac\envs\stable-diffusion\lib\site-packages (from tensorboard) (80.9.0) Collecting tensorboard-data-server<0.8.0,>=0.7.0 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/7a/13/e503968fefabd4c6b2650af21e110aa8466fe21432cd7c43a84577a89438/tensorboard_data_server-0.7.2-py3-none-any.whl (2.4 kB) Collecting werkzeug>=1.0.1 (from tensorboard) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/2f/f9/9e082990c2585c744734f85bec79b5dae5df9c974ffee58fe421652c8e91/werkzeug-3.1.4-py3-none-any.whl (224 kB) Requirement already satisfied: typing-extensions~=4.12 in d:\ac\envs\stable-diffusion\lib\site-packages (from grpcio>=1.48.2->tensorboard) (4.15.0) Requirement already satisfied: markupsafe>=2.1.1 in d:\ac\envs\stable-diffusion\lib\site-packages (from werkzeug>=1.0.1->tensorboard) (2.1.5) Installing collected packages: lmdb, addict, werkzeug, tifffile, tensorboard-data-server, scipy, pyyaml, protobuf, opencv-python, markdown, lazy-loader, imageio, grpcio, future, absl-py, tensorboard, scikit-image Successfully installed absl-py-2.3.1 addict-2.4.0 future-1.0.0 grpcio-1.76.0 imageio-2.37.2 lazy-loader-0.4 lmdb-1.7.5 markdown-3.10 opencv-python-4.12.0.88 protobuf-6.33.1 pyyaml-6.0.3 scikit-image-0.25.2 scipy-1.15.3 tensorboard-2.20.0 tensorboard-data-server-0.7.2 tifffile-2025.5.10 werkzeug-3.1.4 (stable-diffusion) G:\modelhub\yuliu11\stable-diffusion-webui>pip install basicsr --no-deps --no-build-isolation Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple Collecting basicsr Using cached https://pypi.tuna.tsinghua.edu.cn/packages/86/41/00a6b000f222f0fa4c6d9e1d6dcc9811a374cabb8abb9d408b77de39648c/basicsr-1.4.2.tar.gz (172 kB) Preparing metadata (pyproject.toml) ... done Building wheels for collected packages: basicsr Building wheel for basicsr (pyproject.toml) ... done Created wheel for basicsr: filename=basicsr-1.4.2-py3-none-any.whl size=214937 sha256=181519212a7dcb0bb3dc654f78b856baf2f6c08bf7c3725f02ba4011b64072a7 Stored in directory: c:\users\administrator\appdata\local\pip\cache\wheels\a7\83\f2\f5cc8ad54192cb313e27eec131b3fa104d1a81e90835286a0c Successfully built basicsr Installing collected packages: basicsr Successfully installed basicsr-1.4.2 (stable-diffusion) G:\modelhub\yuliu11\stable-diffusion-webui>pip install -r requirements.txt -i https://pypi.mirrors.ustc.edu.cn/simple --trusted-host=pypi.mirrors.ustc.edu.cn Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple Collecting GitPython (from -r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/01/61/d4b89fec821f72385526e1b9d9a3a0385dda4a72b206d28049e2c7cd39b8/gitpython-3.1.45-py3-none-any.whl (208 kB) Requirement already satisfied: Pillow in d:\ac\envs\stable-diffusion\lib\site-packages (from -r requirements.txt (line 2)) (11.3.0) Collecting accelerate (from -r requirements.txt (line 3)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/9f/d2/c581486aa6c4fbd7394c23c47b83fa1a919d34194e16944241daf9e762dd/accelerate-1.12.0-py3-none-any.whl (380 kB) Requirement already satisfied: basicsr in d:\ac\envs\stable-diffusion\lib\site-packages (from -r requirements.txt (line 5)) (1.4.2) Collecting blendmodes (from -r requirements.txt (line 6)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/cf/42/69511f5c86d017a2e52a463be808eb63721c094e33172b52357449d4d0ea/blendmodes-2025-py3-none-any.whl (10 kB) Collecting clean-fid (from -r requirements.txt (line 7)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/70/56/0dfc83e0fe455cfe6272b23a65039b4101c63a4e7446801e26178b675fbf/clean_fid-0.1.35-py3-none-any.whl (26 kB) Collecting einops (from -r requirements.txt (line 8)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/87/62/9773de14fe6c45c23649e98b83231fffd7b9892b6cf863251dc2afa73643/einops-0.8.1-py3-none-any.whl (64 kB) Collecting fastapi>=0.90.1 (from -r requirements.txt (line 9)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/17/17/62c82beab6536ea72576f90b84a3dbe6bcceb88d3d46afc4d05c376f0231/fastapi-0.123.0-py3-none-any.whl (110 kB) Collecting gfpgan (from -r requirements.txt (line 10)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/80/a2/84bb50a2655fda1e6f35ae57399526051b8a8b96ad730aea82abeaac4de8/gfpgan-1.3.8-py3-none-any.whl (52 kB) Collecting gradio==3.41.2 (from -r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/df/e7/e0b548208ff5db6323ad974f094e9435adb0a377f35274196fb74adaf58a/gradio-3.41.2-py3-none-any.whl (20.1 MB) Collecting inflection (from -r requirements.txt (line 12)) Using cached 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Using cached https://mirrors.ustc.edu.cn/pypi/packages/e3/94/1843518e420fa3ed6919835845df698c7e27e183cb997394e4a670973a65/omegaconf-2.3.0-py3-none-any.whl (79 kB) Collecting open-clip-torch (from -r requirements.txt (line 18)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/94/91/397327cc1597fa317942cc15bef414175eee4b3c2263b34407c57f3521f9/open_clip_torch-3.2.0-py3-none-any.whl (1.5 MB) Collecting piexif (from -r requirements.txt (line 20)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/2c/d8/6f63147dd73373d051c5eb049ecd841207f898f50a5a1d4378594178f6cf/piexif-1.1.3-py2.py3-none-any.whl (20 kB) Collecting psutil (from -r requirements.txt (line 21)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/55/4c/c3ed1a622b6ae2fd3c945a366e64eb35247a31e4db16cf5095e269e8eb3c/psutil-7.1.3-cp37-abi3-win_amd64.whl (247 kB) Collecting pytorch_lightning (from -r requirements.txt (line 22)) Using cached 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Collecting pydantic-core==2.41.5 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/76/92/d338652464c6c367e5608e4488201702cd1cbb0f33f7b6a85a60fe5f3720/pydantic_core-2.41.5-cp310-cp310-win_amd64.whl (2.0 MB) Collecting typing-inspection>=0.4.2 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl (14 kB) Collecting gitdb<5,>=4.0.1 (from GitPython->-r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl (62 kB) Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->GitPython->-r requirements.txt (line 1)) Using cached 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This could take a while. Collecting basicsr (from -r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/c7/c9/9dda955cc560db80bd7433210a3a8e5fc4676fcd88e64527dc3271feb7d1/basicsr-1.4.1.tar.gz (171 kB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [17 lines of output] Traceback (most recent call last): File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 389, in <module> main() File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 373, in main json_out["return_val"] = hook(**hook_input["kwargs"]) File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 143, in get_requires_for_build_wheel return hook(config_settings) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-39xco_a_\overlay\Lib\site-packages\setuptools\build_meta.py", line 331, in get_requires_for_build_wheel return self._get_build_requires(config_settings, requirements=[]) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-39xco_a_\overlay\Lib\site-packages\setuptools\build_meta.py", line 301, in _get_build_requires self.run_setup() File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-39xco_a_\overlay\Lib\site-packages\setuptools\build_meta.py", line 512, in run_setup super().run_setup(setup_script=setup_script) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-39xco_a_\overlay\Lib\site-packages\setuptools\build_meta.py", line 317, in run_setup exec(code, locals()) File "<string>", line 8, in <module> ModuleNotFoundError: No module named 'torch' [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed to build 'basicsr' when getting requirements to build wheel
最新发布
12-03
(stable-diffusion) G:\modelhub\yuliu11\stable-diffusion-webui> python -c "import torch; print(torch.__version__)" 2.9.1+cu128 (stable-diffusion) G:\modelhub\yuliu11\stable-diffusion-webui>pip install -r requirements.txt -i https://pypi.mirrors.ustc.edu.cn/simple --trusted-host=pypi.mirrors.ustc.edu.cn Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple Collecting GitPython (from -r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/01/61/d4b89fec821f72385526e1b9d9a3a0385dda4a72b206d28049e2c7cd39b8/gitpython-3.1.45-py3-none-any.whl (208 kB) Requirement already satisfied: Pillow in d:\ac\envs\stable-diffusion\lib\site-packages (from -r requirements.txt (line 2)) (11.3.0) Collecting accelerate (from -r requirements.txt (line 3)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/9f/d2/c581486aa6c4fbd7394c23c47b83fa1a919d34194e16944241daf9e762dd/accelerate-1.12.0-py3-none-any.whl (380 kB) Collecting basicsr (from -r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/86/41/00a6b000f222f0fa4c6d9e1d6dcc9811a374cabb8abb9d408b77de39648c/basicsr-1.4.2.tar.gz (172 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Installing backend dependencies ... done Preparing metadata (pyproject.toml) ... done Collecting blendmodes (from -r requirements.txt (line 6)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/cf/42/69511f5c86d017a2e52a463be808eb63721c094e33172b52357449d4d0ea/blendmodes-2025-py3-none-any.whl (10 kB) Collecting clean-fid (from -r requirements.txt (line 7)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/70/56/0dfc83e0fe455cfe6272b23a65039b4101c63a4e7446801e26178b675fbf/clean_fid-0.1.35-py3-none-any.whl (26 kB) Collecting einops (from -r requirements.txt (line 8)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/87/62/9773de14fe6c45c23649e98b83231fffd7b9892b6cf863251dc2afa73643/einops-0.8.1-py3-none-any.whl (64 kB) Collecting fastapi>=0.90.1 (from -r requirements.txt (line 9)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/17/17/62c82beab6536ea72576f90b84a3dbe6bcceb88d3d46afc4d05c376f0231/fastapi-0.123.0-py3-none-any.whl (110 kB) Collecting gfpgan (from -r requirements.txt (line 10)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/80/a2/84bb50a2655fda1e6f35ae57399526051b8a8b96ad730aea82abeaac4de8/gfpgan-1.3.8-py3-none-any.whl (52 kB) Collecting gradio==3.41.2 (from -r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/df/e7/e0b548208ff5db6323ad974f094e9435adb0a377f35274196fb74adaf58a/gradio-3.41.2-py3-none-any.whl (20.1 MB) Collecting inflection (from -r requirements.txt (line 12)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/59/91/aa6bde563e0085a02a435aa99b49ef75b0a4b062635e606dab23ce18d720/inflection-0.5.1-py2.py3-none-any.whl (9.5 kB) Collecting jsonmerge (from -r requirements.txt (line 13)) Using cached 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Using cached https://mirrors.ustc.edu.cn/pypi/packages/94/91/397327cc1597fa317942cc15bef414175eee4b3c2263b34407c57f3521f9/open_clip_torch-3.2.0-py3-none-any.whl (1.5 MB) Collecting piexif (from -r requirements.txt (line 20)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/2c/d8/6f63147dd73373d051c5eb049ecd841207f898f50a5a1d4378594178f6cf/piexif-1.1.3-py2.py3-none-any.whl (20 kB) Collecting psutil (from -r requirements.txt (line 21)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/55/4c/c3ed1a622b6ae2fd3c945a366e64eb35247a31e4db16cf5095e269e8eb3c/psutil-7.1.3-cp37-abi3-win_amd64.whl (247 kB) Collecting pytorch_lightning (from -r requirements.txt (line 22)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/77/eb/cc6dbfe70d15318dbce82674b1e8057cef2634ca9f9121a16b8a06c630db/pytorch_lightning-2.6.0-py3-none-any.whl (849 kB) Collecting realesrgan (from -r requirements.txt (line 23)) Using cached 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Collecting pydantic-core==2.41.5 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/76/92/d338652464c6c367e5608e4488201702cd1cbb0f33f7b6a85a60fe5f3720/pydantic_core-2.41.5-cp310-cp310-win_amd64.whl (2.0 MB) Collecting typing-inspection>=0.4.2 (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio==3.41.2->-r requirements.txt (line 11)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl (14 kB) Collecting gitdb<5,>=4.0.1 (from GitPython->-r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl (62 kB) Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->GitPython->-r requirements.txt (line 1)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/04/be/d09147ad1ec7934636ad912901c5fd7667e1c858e19d355237db0d0cd5e4/smmap-5.0.2-py3-none-any.whl (24 kB) Collecting addict (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl (3.8 kB) Collecting future (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/da/71/ae30dadffc90b9006d77af76b393cb9dfbfc9629f339fc1574a1c52e6806/future-1.0.0-py3-none-any.whl (491 kB) Collecting lmdb (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/ab/a7/5c610b933dc0241a8a60b2fd275e68aaca5409eb54188416deb447c59511/lmdb-1.7.5-cp310-cp310-win_amd64.whl (99 kB) Collecting opencv-python (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/fa/80/eb88edc2e2b11cd2dd2e56f1c80b5784d11d6e6b7f04a1145df64df40065/opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl (39.0 MB) Collecting scipy (from basicsr->-r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl (41.3 MB) INFO: pip is looking at multiple versions of basicsr to determine which version is compatible with other requirements. This could take a while. Collecting basicsr (from -r requirements.txt (line 5)) Using cached https://mirrors.ustc.edu.cn/pypi/packages/c7/c9/9dda955cc560db80bd7433210a3a8e5fc4676fcd88e64527dc3271feb7d1/basicsr-1.4.1.tar.gz (171 kB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [17 lines of output] Traceback (most recent call last): File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 389, in <module> main() File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 373, in main json_out["return_val"] = hook(**hook_input["kwargs"]) File "D:\ac\envs\stable-diffusion\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 143, in get_requires_for_build_wheel return hook(config_settings) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-l3fhlqg4\overlay\Lib\site-packages\setuptools\build_meta.py", line 331, in get_requires_for_build_wheel return self._get_build_requires(config_settings, requirements=[]) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-l3fhlqg4\overlay\Lib\site-packages\setuptools\build_meta.py", line 301, in _get_build_requires self.run_setup() File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-l3fhlqg4\overlay\Lib\site-packages\setuptools\build_meta.py", line 512, in run_setup super().run_setup(setup_script=setup_script) File "C:\Users\Administrator\AppData\Local\Temp\pip-build-env-l3fhlqg4\overlay\Lib\site-packages\setuptools\build_meta.py", line 317, in run_setup exec(code, locals()) File "<string>", line 8, in <module> ModuleNotFoundError: No module named 'torch' [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed to build 'basicsr' when getting requirements to build wheel
12-03
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