tensorflow_hub抛出此错误：加载链接时'SentencepieceOp'

Question

我正在尝试在 PyCharm 中运行的以下代码行，并且tensorflow_hub安装和导入。

use = hub.load("https://tfhub.dev/google/universal-sentence-encoder-multilingual-large/3")

对以下错误有什么建议吗？因为我的项目需要这个。

Traceback (most recent call last):
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonframeworkops.py", line 3820, in _get_op_def
return self._op_def_cache[type]
KeyError: 'SentencepieceOp'

在处理上述异常期间，发生了另一个异常：

Traceback (most recent call last):
File "C:/Users/Jon10/OneDrive/Documents/Computer Science/Dissertation/PythonPractice/TFTest/test.py", line 28, in <module>
use = hub.load("https://tfhub.dev/google/universal-sentence-encoder-multilingual-large/3")
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_hubmodule_v2.py", line 102, in load
obj = tf_v1.saved_model.load_v2(module_path, tags=tags)
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonsaved_modelload.py", line 517, in load
return load_internal(export_dir, tags)
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonsaved_modelload.py", line 541, in load_internal
export_dir)
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonsaved_modelload.py", line 114, in __init__
meta_graph.graph_def.library))
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonsaved_modelfunction_deserialization.py", line 312, in load_function_def_library
copy, copy_functions=False)
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonframeworkfunction_def_to_graph.py", line 61, in function_def_to_graph
fdef, input_shapes, copy_functions)
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonframeworkfunction_def_to_graph.py", line 214, in function_def_to_graph_def
op_def = ops.get_default_graph()._get_op_def(node_def.op)  # pylint: disable=protected-access
File "C:UsersJon10miniconda3envstensorflowlibsite-packagestensorflow_corepythonframeworkops.py", line 3824, in _get_op_def
c_api.TF_GraphGetOpDef(self._c_graph, compat.as_bytes(type), buf)
tensorflow.python.framework.errors_impl.NotFoundError: Op type not registered 'SentencepieceOp' in binary running on DESKTOP-..... Make sure the Op and Kernel are registered in the binary running in this process. Note that if you are loading a saved graph which used ops from tf.contrib, accessing (e.g.) `tf.contrib.resampler` should be done before importing the graph, as contrib ops are lazily registered when the module is first accessed.

Answer 1

您需要先安装tensorflow_text，并在使用 hub.load 之前导入它