Hi. I work on M1 pro Mac (macOS 12.0.1) and try to use tensorflow-metal. I followed the guide in https://developer.apple.com/metal/tensorflow-plugin/ but I received the following errors when I imported tensorflow: 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 "", line 1, in
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/init.py", line 37, in
from tensorflow.python.tools import module_util as _module_util
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/init.py", line 42, in
from tensorflow.python import data
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/init.py", line 21, in
from tensorflow.python.data import experimental
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/experimental/init.py", line 96, in
from tensorflow.python.data.experimental import service
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/experimental/service/init.py", line 419, in
from tensorflow.python.data.experimental.ops.data_service_ops import distribute
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/data_service_ops.py", line 22, in
from tensorflow.python.data.experimental.ops import compression_ops
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/compression_ops.py", line 16, in
from tensorflow.python.data.util import structure
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/util/structure.py", line 22, in
from tensorflow.python.data.util import nest
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/data/util/nest.py", line 34, in
from tensorflow.python.framework import sparse_tensor as _sparse_tensor
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/framework/sparse_tensor.py", line 24, in
from tensorflow.python.framework import constant_op
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/framework/constant_op.py", line 25, in
from tensorflow.python.eager import execute
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/eager/execute.py", line 21, in
from tensorflow.python.framework import dtypes
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/framework/dtypes.py", line 34, in
_np_bfloat16 = _pywrap_bfloat16.TF_bfloat16_type()
TypeError: Unable to convert function return value to a Python type! The signature was
() -> handle
After upgrade numpy by "pip install numpy --upgrade", I received the following error: Traceback (most recent call last):
File "", line 1, in
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/init.py", line 440, in
_ll.load_library(_plugin_dir)
File "/Users/bseo/miniconda/lib/python3.9/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/bseo/miniconda/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib, 0x0006): Symbol not found: OBJC_CLASS$_MPSGraphRandomOpDescriptor
Referenced from: /Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib
Expected in: /System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Versions/A/MetalPerformanceShadersGraph
I also tried the solution in https://developer.apple.com/forums/thread/706219, but I still received the following error:
Traceback (most recent call last):
File "", line 1, in
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/init.py", line 440, in
_ll.load_library(_plugin_dir)
File "/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow/python/framework/load_library.py", line 151, in load_library
py_tf.TF_LoadLibrary(lib)
tensorflow.python.framework.errors_impl.NotFoundError: dlopen(/Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib, 0x0006): Symbol not found: OBJC_CLASS$_MPSGraphRandomOpDescriptor
Referenced from: /Users/bseo/miniconda/lib/python3.9/site-packages/tensorflow-plugins/libmetal_plugin.dylib
Expected in: /System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Versions/A/MetalPerformanceShadersGraph
How can I fix this error? Many thanks in advance!
