最近,我尝试在 tensorflow 中使用 elmo,但我遇到了一些错误,如果你能帮助我,我将非常感激。
这是我的测试代码:
import tensorflow as tf
import tensorflow_hub as hub
import numpy as np
import urllib.request
if __name__ == '__main__':
elmo = hub.Module('https://tfhub.dev/google/elmo/3',trainable=True)
x = ["Hi my friend"]
embeddings = elmo(tf.constant(x),signature="default",as_dict=True)["elmo"]
print(embeddings.numpy())
我运行它,我的电脑会报告一个错误。
urllib.error.URLError: <urlopen error [Errno 60] Operation timed out>
我找到了很多方法,但仍然无法解决这个问题,所以如果你能帮助我,我将不胜感激。并且有所有错误报告。
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 1346, in do_open
h.request(req.get_method(), req.selector, req.data, headers,
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 1255, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 1301, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 1250, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 1010, in _send_output
self.send(msg)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 950, in send
self.connect()
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 1417, in connect
super().connect()
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/http/client.py", line 921, in connect
self.sock = self._create_connection(
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/socket.py", line 843, in create_connection
raise err
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/socket.py", line 831, in create_connection
sock.connect(sa)
TimeoutError: [Errno 60] Operation timed out
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/Users/jinsongyang/PycharmProjects/pythonProject11/elmo_test.py", line 7, in <module>
elmo = hub.Module('https://tfhub.dev/google/elmo/3',trainable=True)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/module.py", line 157, in __init__
self._spec = as_module_spec(spec)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/module.py", line 30, in as_module_spec
return load_module_spec(spec)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/module.py", line 64, in load_module_spec
path = registry.resolver(path)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/registry.py", line 51, in __call__
return impl(*args, **kwargs)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/compressed_module_resolver.py", line 67, in __call__
return resolver.atomic_download(handle, download, module_dir,
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/resolver.py", line 418, in atomic_download
download_fn(handle, tmp_dir)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/compressed_module_resolver.py", line 63, in download
response = self._call_urlopen(request)
File "/Users/jinsongyang/PycharmProjects/pythonProject11/lib/python3.9/site-packages/tensorflow_hub/resolver.py", line 522, in _call_urlopen
return urllib.request.urlopen(request)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 214, in urlopen
return opener.open(url, data, timeout)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 517, in open
response = self._open(req, data)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 534, in _open
result = self._call_chain(self.handle_open, protocol, protocol +
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 494, in _call_chain
result = func(*args)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 1389, in https_open
return self.do_open(http.client.HTTPSConnection, req,
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/urllib/request.py", line 1349, in do_open
raise URLError(err)
urllib.error.URLError: <urlopen error [Errno 60] Operation timed out>