hugging face

[Outlook034]

the backbone is convnextv2_huge.fcmae_ft_in22k_in1k_384 but i can not connect to the huggingface directly,is there any solutions like model dowdload link or load it on my local.

[Lavreniuk]

yes, in the README there are 2 links for the weights, that you could download from HF.
Here it is:
https://huggingface.co/MykolaL/SPIdepth/tree/main

[Outlook034]

actually，i have used the pretrained mocel，but i wonna ask if i can not connect the hugging face about backbone，how to load in my local

raceback (most recent call last):
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py", line 199, in _new_conn
sock = connection.create_connection(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/connection.py", line 85, in create_connection
raise err
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/connection.py", line 73, in create_connection
sock.connect(sa)
OSError: [Errno 101] Network is unreachable

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py", line 789, in urlopen
response = self._make_request(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py", line 490, in _make_request
raise new_e
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py", line 466, in _make_request
self._validate_conn(conn)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py", line 1095, in _validate_conn
conn.connect()
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py", line 693, in connect
self.sock = sock = self._new_conn()
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py", line 214, in _new_conn
raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x7f2eb0dbbb50>: Failed to establish a new connection: [Errno 101] Network is unreachable

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py", line 843, in urlopen
retries = retries.increment(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/retry.py", line 519, in increment
raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /timm/convnextv2_huge.fcmae_ft_in22k_in1k_384/resolve/main/pytorch_model.bin (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7f2eb0dbbb50>: Failed to establish a new connection: [Errno 101] Network is unreachable'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1531, in _get_metadata_or_catch_error
metadata = get_hf_file_metadata(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1448, in get_hf_file_metadata
r = _request_wrapper(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 286, in _request_wrapper
response = _request_wrapper(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 309, in _request_wrapper
response = http_backoff(method=method, url=url, **params, retry_on_exceptions=(), retry_on_status_codes=(429,))
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_http.py", line 310, in http_backoff
response = session.request(method=method, url=url, **kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_http.py", line 96, in send
return super().send(request, *args, **kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/adapters.py", line 700, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /timm/convnextv2_huge.fcmae_ft_in22k_in1k_384/resolve/main/pytorch_model.bin (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7f2eb0dbbb50>: Failed to establish a new connection: [Errno 101] Network is unreachable'))"), '(Request ID: 71e7b37d-56fe-4751-af41-bfb89aab4523)')

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "evaluate_depth_config.py", line 295, in
evaluate(opt)
File "evaluate_depth_config.py", line 99, in evaluate
encoder = networks.Unet(pretrained=(not opt.load_pretrained_model), backbone=opt.backbone, in_channels=3, num_classes=opt.model_dim, decoder_channels=opt.dec_channels)
File "/root/SPIdepth/networks/Unet.py", line 119, in init
encoder = create_model(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_factory.py", line 126, in create_model
model = create_fn(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/convnext.py", line 1213, in convnextv2_huge
model = _create_convnext('convnextv2_huge', pretrained=pretrained, **dict(model_args, **kwargs))
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/convnext.py", line 573, in _create_convnext
model = build_model_with_cfg(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_builder.py", line 436, in build_model_with_cfg
load_pretrained(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_builder.py", line 213, in load_pretrained
state_dict = load_state_dict_from_hf(pretrained_loc, weights_only=True, cache_dir=cache_dir)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_hub.py", line 225, in load_state_dict_from_hf
cached_file = hf_hub_download(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1008, in hf_hub_download
return _hf_hub_download_to_cache_dir(
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1115, in _hf_hub_download_to_cache_dir
_raise_on_head_call_error(head_call_error, force_download, local_files_only)
File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1646, in _raise_on_head_call_error
raise LocalEntryNotFoundError(
huggingface_hub.errors.LocalEntryNotFoundError: An error happened while trying to locate the file on the Hub and we cannot find the requested files in the local cache. Please check your connection and try again or make sure your Internet connection is on.

[Lavreniuk]

you could not connected there using the code, but could you go to the browser and just manually download the weights (https://huggingface.co/timm/convnextv2_huge.fcmae_ft_in22k_in1k_384/tree/main), then upload from the local folder in code instead.

[yyy-123-abc]

其实我已经用过预训练好的 Mocel，但是我想知道我是不是不能连紧抱脸关于 backbone，怎么在我本地加载

raceback（最近一次调用最后）：文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py”，第 199 行，_new_conn sock = connection.create_connection（ 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/connection.py”，第 85 行，create_connection引发 err 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/connection.py”，行73、在 create_connection sock.connect（sa） OSError：[Errno 101] 网络无法访问

上述异常是导致以下异常的直接原因：

回溯（最近一次调用）：文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py”，第 789 行，urlopen 响应 = self._make_request（ 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py”，第 490 行，_make_request raise new_e 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py”，第 466 行，在 _ 中make_request self._validate_conn（conn） 文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py”，第 1095 行，_validate_conn conn.connect（） 文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py”，第 693 行，在 connect self.sock = sock = self._new_conn（） 中文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connection.py”，第 214 行，_new_conn引发 NewConnectionError（ urllib3.exceptions.NewConnectionError： <urllib3.connection.HTTPSConnection 对象在 0x7f2eb0dbbb50>：无法建立新连接：[Errno 101] 网络无法访问

上述异常是导致以下异常的直接原因：

回溯（最近调用最后）：文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/adapters.py”，第 667 行，在 send resp = conn.urlopen（ 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/connectionpool.py”，第 843 行，在 urlopen retries = retries.increment（ 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/urllib3/util/retry.py”，第 519 行，增量从原因 # 类型引发 MaxRetryError（_pool， url， reason）：ignore[arg-type] urllib3.exceptions.MaxRetryError：HTTPSConnectionPool（host='huggingface.co'， port=443）：url 超出最大重试次数：/timm/convnextv2_huge.fcmae_ft_in22k_in1k_384/resolve/main/pytorch_model.bin（由 NewConnectionError（'<urllib3.connection.HTTPSConnection 对象在0x7f2eb0dbbb50>处：无法建立新连接：[Errno 101] 网络无法访问'）引起）

在处理上述异常的过程中，发生了另一个异常：

回溯（最近一次调用）：文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py”，第 1531 行，_get_metadata_or_catch_error元数据 = get_hf_file_metadata（文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py”，第 114 行，_inner_fn返回 fn（*args， **kwargs）文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py”，第 1448 行，get_hf_file_metadata r = _request_wrapper（文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py”，第 286 行，_request_wrapper响应 = _request_wrapper（ 文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py”，第 309 行，_request_wrapper响应 = http_backoff（method=method， url=url， **params， retry_on_exceptions=（）， retry_on_status_codes=（429，）） 文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_http.py”，第 310 行，http_backoff响应 = session.request（method=method， url=url， **kwargs） 文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/sessions.py”，第 589 行，在request resp = self.send（prep， **send_kwargs） 文件 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/sessions.py”，第 703 行，在 send r = adapter.send（request， **kwargs） 文件中 “/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_http.py”，第 96 行，在 send return super（）.send（request， *args， **kwargs）文件“/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/requests/adapters.py”，第 700 行，在发送中引发 ConnectionError（e， request=request） requests.exceptions.ConnectionError：（MaxRetryError（“HTTPSConnectionPool（host='huggingface.co'， port=443）：url： /timm/convnextv2_huge.fcmae_ft_in22k_in1k_384/resolve/main/pytorch_model.bin 超出最大重试次数（由 NewConnectionError（'<urllib3.connection.HTTPSConnection 对象在0x7f2eb0dbbb50>：无法建立新连接：[Errno 101] 网络无法访问'））“），'（请求 ID：71e7b37d-56fe-4751-af41-bfb89aab4523）'）

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "evaluate_depth_config.py", line 295, in evaluate(opt) File "evaluate_depth_config.py", line 99, in evaluate encoder = networks.Unet(pretrained=(not opt.load_pretrained_model), backbone=opt.backbone, in_channels=3, num_classes=opt.model_dim, decoder_channels=opt.dec_channels) File "/root/SPIdepth/networks/Unet.py", line 119, in init encoder = create_model( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_factory.py", line 126, in create_model model = create_fn( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/convnext.py", line 1213, in convnextv2_huge model = _create_convnext('convnextv2_huge', pretrained=pretrained, **dict(model_args, **kwargs)) File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/convnext.py", line 573, in _create_convnext model = build_model_with_cfg( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_builder.py", line 436, in build_model_with_cfg load_pretrained( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_builder.py", line 213, in load_pretrained state_dict = load_state_dict_from_hf(pretrained_loc, weights_only=True, cache_dir=cache_dir) File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/timm/models/_hub.py", line 225, in load_state_dict_from_hf cached_file = hf_hub_download( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn return fn(*args, **kwargs) File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1008, in hf_hub_download return _hf_hub_download_to_cache_dir( File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1115, in _hf_hub_download_to_cache_dir _raise_on_head_call_error(head_call_error, force_download, local_files_only) File "/root/miniconda3/envs/lite-mono/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1646, in _raise_on_head_call_error raise LocalEntryNotFoundError( huggingface_hub.errors.LocalEntryNotFoundError: An error happened while trying to locate the file on the Hub and we cannot find the requested files in the local cache. Please check your connection and try again or make sure your Internet connection is on.

Hello, have you solved this problem? I'm experiencing the same issue.

[Outlook034]

you can use huggingface mirror sounds like：

pip install -U huggingface_hub hf_transfer -i https://pypi.tuna.tsinghua.edu.cn/simple

export HF_ENDPOINT=https://hf-mirror.com

and it can download itself

[yyy-123-abc]

you can use huggingface mirror sounds like：

pip install -U huggingface_hub hf_transfer -i https://pypi.tuna.tsinghua.edu.cn/simple

export HF_ENDPOINT=https://hf-mirror.com

and it can download itself

Hello, if it's convenient for you, could you please share the file I downloaded from timm/convnextv2_huge.fcmae_ft_in22k_in1k_384? My email is 1914423532@qq.com I would be extremely grateful!