在Apple Mac M1上运行tensorflow-macos 2.11.0给予运行时错误

7gcisfzg  于 2023-01-13  发布在  Mac
关注(0)|答案(1)|浏览(265)

我在Apple MacBook Air M1上使用PyCharme来学习TensorFlow的基础知识。我使用Anaconda创建了开发环境,详细信息如下:

  • Python 3.9.15
  • tensorflow -Macos 2.11.0
  • tensorflow -金属0.7.0
  • 麻木1.21.5

我在代码中导入了tensorflow,如下所示:

import os
import tensorflow as tf
import pandas as pd
from sklearn.preprocessing import MinMaxScaler

当在我的"training_loop www.example.com"文件中运行此代码时,我收到如下运行时错误:final.py" file , Im getting runtime error as below:

/Users/kapo/opt/anaconda3/envs/env_tf/bin/python /Users/kapo/PycharmProjects/tensorflow-course/03/training_loop final.py 
RuntimeError: module compiled against API version 0x10 but this version of numpy is 0xf
RuntimeError: module compiled against API version 0x10 but this version of numpy is 0xf
ImportError: numpy.core._multiarray_umath failed to import
ImportError: numpy.core.umath failed to import
Traceback (most recent call last):
  File "/Users/kapo/PycharmProjects/tensorflow-course/03/training_loop final.py", line 2, in <module>
    import tensorflow as tf
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/__init__.py", line 37, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/__init__.py", line 42, in <module>
    from tensorflow.python import data
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/__init__.py", line 21, in <module>
    from tensorflow.python.data import experimental
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/experimental/__init__.py", line 96, in <module>
    from tensorflow.python.data.experimental import service
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/experimental/service/__init__.py", line 419, in <module>
    from tensorflow.python.data.experimental.ops.data_service_ops import distribute
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/data_service_ops.py", line 22, in <module>
    from tensorflow.python.data.experimental.ops import compression_ops
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/compression_ops.py", line 16, in <module>
    from tensorflow.python.data.util import structure
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/util/structure.py", line 22, in <module>
    from tensorflow.python.data.util import nest
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/data/util/nest.py", line 34, in <module>
    from tensorflow.python.framework import sparse_tensor as _sparse_tensor
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/framework/sparse_tensor.py", line 24, in <module>
    from tensorflow.python.framework import constant_op
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/framework/constant_op.py", line 25, in <module>
    from tensorflow.python.eager import execute
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/eager/execute.py", line 21, in <module>
    from tensorflow.python.framework import dtypes
  File "/Users/kapo/opt/anaconda3/envs/env_tf/lib/python3.9/site-packages/tensorflow/python/framework/dtypes.py", line 34, in <module>
    _np_bfloat16 = _pywrap_bfloat16.TF_bfloat16_type()
TypeError: Unable to convert function return value to a Python type! The signature was
    () -> handle

Process finished with exit code 1

有人知道我如何解决这个问题吗?它的意思是"模块编译API版本0x10,但这个版本的numpy是0xf"

lc8prwob

lc8prwob1#

tensorflow-macos 2.11.0将不会在您当前的环境中运行。
您需要将python升级到3.10才能运行tensorflow-macos 2.10.0,将python升级到3.11才能运行tensorflow-macos 2.11.0
在numpy中还缺少一个依赖项,因此最好至少将其升级到1.23.4。

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