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项目地址:
https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/inpainthttps://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/inpaint在云服务器端运行下面给出的Example的时候出现报错:
- (myconda) root@wnyrpE:/mnt/Diffusers/inpainting# python3 SD_inpaint_eg.py
- Couldn't connect to the Hub: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/runwayml/stable-diffusion-inpainting (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7fa6c5357dc0>: Failed to establish a new connection: [Errno 110] Connection timed out'))"), '(Request ID: bebba422-c4d8-4797-a818-a00fe02957e8)').
- Will try to load from local cache.
- Traceback (most recent call last):
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connection.py", line 174, in _new_conn
- conn = connection.create_connection(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/util/connection.py", line 95, in create_connection
- raise err
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/util/connection.py", line 85, in create_connection
- sock.connect(sa)
- TimeoutError: [Errno 110] Connection timed out
- During handling of the above exception, another exception occurred:
- Traceback (most recent call last):
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connectionpool.py", line 703, in urlopen
- httplib_response = self._make_request(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connectionpool.py", line 386, in _make_request
- self._validate_conn(conn)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connectionpool.py", line 1040, in _validate_conn
- conn.connect()
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connection.py", line 358, in connect
- self.sock = conn = self._new_conn()
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connection.py", line 186, in _new_conn
- raise NewConnectionError(
- urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x7fa6c5357dc0>: Failed to establish a new connection: [Errno 110] Connection timed out
- During handling of the above exception, another exception occurred:
- Traceback (most recent call last):
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/requests/adapters.py", line 440, in send
- resp = conn.urlopen(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/connectionpool.py", line 785, in urlopen
- retries = retries.increment(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/urllib3/util/retry.py", line 592, in increment
- raise MaxRetryError(_pool, url, error or ResponseError(cause))
- urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/runwayml/stable-diffusion-inpainting (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7fa6c5357dc0>: Failed to establish a new connection: [Errno 110] Connection timed out'))
- During handling of the above exception, another exception occurred:
- Traceback (most recent call last):
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/diffusers/pipelines/pipeline_utils.py", line 1656, in download
- info = model_info(pretrained_model_name, token=token, revision=revision)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
- return fn(*args, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/huggingface_hub/hf_api.py", line 2084, in model_info
- r = get_session().get(path, headers=headers, timeout=timeout, params=params)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/requests/sessions.py", line 542, in get
- return self.request('GET', url, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/requests/sessions.py", line 529, in request
- resp = self.send(prep, **send_kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/requests/sessions.py", line 645, in send
- r = adapter.send(request, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/huggingface_hub/utils/_http.py", line 67, in send
- return super().send(request, *args, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/requests/adapters.py", line 519, in send
- raise ConnectionError(e, request=request)
- requests.exceptions.ConnectionError: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/runwayml/stable-diffusion-inpainting (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7fa6c5357dc0>: Failed to establish a new connection: [Errno 110] Connection timed out'))"), '(Request ID: bebba422-c4d8-4797-a818-a00fe02957e8)')
- The above exception was the direct cause of the following exception:
- Traceback (most recent call last):
- File "SD_inpaint_eg.py", line 20, in <module>
- pipe = StableDiffusionInpaintPipeline.from_pretrained(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
- return fn(*args, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/diffusers/pipelines/pipeline_utils.py", line 1096, in from_pretrained
- cached_folder = cls.download(
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
- return fn(*args, **kwargs)
- File "/root/miniconda3/envs/myconda/lib/python3.8/site-packages/diffusers/pipelines/pipeline_utils.py", line 1905, in download
- raise EnvironmentError(
- OSError: Cannot load model runwayml/stable-diffusion-inpainting: model is not cached locally and an error occured while trying to fetch metadata from the Hub. Please check out the root cause in the stacktrace above.
解决办法是:开代理把模型下载到本地再上传到服务器端。(不管是下载到本地,还是直接同步到服务器端,只要是国内的网络都要把代理打开)
我运行的Example代码是:
- import PIL
- import requests
- import torch
- from io import BytesIO
-
- from diffusers import StableDiffusionInpaintPipeline
-
-
- def download_image(url):
- response = requests.get(url)
- return PIL.Image.open(BytesIO(response.content)).convert("RGB")
-
-
- img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png"
- mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png"
-
- init_image = download_image(img_url).resize((512, 512))
- mask_image = download_image(mask_url).resize((512, 512))
-
- pipe = StableDiffusionInpaintPipeline.from_pretrained(
- "runwayml/stable-diffusion-inpainting", torch_dtype=torch.float16
- )
- pipe = pipe.to("cuda")
-
- prompt = "Face of a yellow cat, high resolution, sitting on a park bench"
- image = pipe(prompt=prompt, image=init_image, mask_image=mask_image).images[0]
从Example代码里面看到,应该是要下载runwayml/stable-diffusion-inpainting模型
- pipe = StableDiffusionInpaintPipeline.from_pretrained(
- "runwayml/stable-diffusion-inpainting", torch_dtype=torch.float16
- )
- pipe = pipe.to("cuda")
- pipe = StableDiffusionInpaintPipeline.from_pretrained(
- "/本地/模型/路径", torch_dtype=torch.float16
- )
-
- pipe = pipe.to("cuda")
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