Hello there, I have installed tensorflow in my M1 Macbook Pro using these commands in a conda environment:
conda install -c apple tensorflow-deps
python -m pip install tensorflow-macos
python -m pip install tensorflow-metal
python -m pip install tensorflow-datasets
conda install jupyter pandas numpy matplotlib scikit-learn
I did it following this instruction - https://github.com/mrdbourke/m1-machine-learning-test
But when I import the packages I installed it gives me an error message.
Here:
import numpy as np
import pandas as pd
import sklearn
import tensorflow as tf
import matplotlib.pyplot as plt
# Check for TensorFlow GPU access
print(f"TensorFlow has access to the following devices:\n{tf.config.list_physical_devices()}")
# See TensorFlow version
print(f"TensorFlow version: {tf.__version__}")
Error:
---------------------------------------------------------------------------
NotFoundError Traceback (most recent call last)
Input In [1], in <cell line: 4>()
2 import pandas as pd
3 import sklearn
----> 4 import tensorflow as tf
5 import matplotlib.pyplot as plt
7 # Check for TensorFlow GPU access
File ~/miniforge3/lib/python3.9/site-packages/tensorflow/__init__.py:443, in <module>
441 _plugin_dir = _os.path.join(_s, 'tensorflow-plugins')
442 if _os.path.exists(_plugin_dir):
--> 443 _ll.load_library(_plugin_dir)
444 # Load Pluggable Device Library
445 _ll.load_pluggable_device_library(_plugin_dir)
File ~/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/load_library.py:151, in load_library(library_location)
148 kernel_libraries = [library_location]
150 for lib in kernel_libraries:
--> 151 py_tf.TF_LoadLibrary(lib)
153 else:
154 raise OSError(
155 errno.ENOENT,
156 'The file or folder to load kernel libraries from does not exist.',
157 library_location)
NotFoundError: dlopen(/Users/arannya/miniforge3/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib, 6): Symbol not found: __ZNKSt3__115basic_stringbufIcNS_11char_traitsIcEENS_9allocatorIcEEE3strEv
Referenced from: /Users/arannya/miniforge3/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib (which was built for Mac OS X 12.3)
Expected in: /usr/lib/libc++.1.dylib
Please help me solve this issue. I have to make a robot for a competition. So I gotta run TensorFlow.
Maybe your macOS version is not compatible? You need at least macOS 12.0+. https://developer.apple.com/metal/tensorflow-plugin/
I'm using 12.4 and no issue importing tensorflow.