tensorflow-metal fails with tensorflow > 2.18.1

Question

airsquared OP

Created 3w

Replies 4

Boosts 2

Views 1.2k

Participants 4

Also submitted as feedback (ID: FB20612561).

Tensorflow-metal fails on tensorflow versions above 2.18.1, but works fine on tensorflow 2.18.1

In a new python 3.12 virtual environment: pip install tensorflow pip install tensor flow-metal python -c "import tensorflow as tf"

Prints error: Traceback (most recent call last): File "<string>", line 1, in <module> File "/Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow/init.py", line 438, in <module> _ll.load_library(_plugin_dir) File "/Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow/python/framework/load_library.py", line 151, in load_library py_tf.TF_LoadLibrary(lib) tensorflow.python.framework.errors_impl.NotFoundError: dlopen(/Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow-plugins/libmetal_plugin.dylib, 0x0006): Library not loaded: @rpath/_pywrap_tensorflow_internal.so Referenced from: <8B62586B-B082-3113-93AB-FD766A9960AE> /Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow-plugins/libmetal_plugin.dylib Reason: tried: '/Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow-plugins/../_solib_darwin_arm64/_U@local_Uconfig_Utf_S_S_C_Upywrap_Utensorflow_Uinternal___Uexternal_Slocal_Uconfig_Utf/_pywrap_tensorflow_internal.so' (no such file), '/Users/<redacted>/pt/venv/lib/python3.12/site-packages/tensorflow-plugins/../_solib_darwin_arm64/_U@local_Uconfig_Utf_S_S_C_Upywrap_Utensorflow_Uinternal___Uexternal_Slocal_Uconfig_Utf/_pywrap_tensorflow_internal.so' (no such file), '/opt/homebrew/lib/_pywrap_tensorflow_internal.so' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/lib/_pywrap_tensorflow_internal.so' (no such file)

Answered by DTS Engineer in 861982022

Hello,

Thank you for the bug report!

The short answer is lack of support for python greater than 3.10.

You'll find a more detailed answer is here.

Boost

Answer 1

DTS Engineer OP

Apple

2w

Recommended

Hello,

Thank you for the bug report!

The short answer is lack of support for python greater than 3.10.

You'll find a more detailed answer is here.

0

Answer 2

ogiarch OP

1w

Not quite so. The same error occurs for me using tensorflow==2.20.0 and tensorflow-metal==1.2.0 in a Python 3.10 venv running on an M2 Max MBP.

1

Answer 3

zombi170 OP

1w

I have the same issue on a M4 Pro MBP, tried from python 3.9 to 3.12 with every version and all of them produce the same issue. Please try to fix.

0

Answer 4

zombi170 OP

1d

Here is the only solution that worked for me:

conda create --name tf_metal python=3.9
conda activate tf_metal

conda install -c apple tensorflow-deps
pip install tensorflow-macos
pip install tensorflow-metal

0