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WARNING:root:Failure to load the inference.so custom c++ tensorflow ops #217

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Matsika opened this issue Apr 23, 2024 · 0 comments
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@Matsika
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Matsika commented Apr 23, 2024

Hi,

I have tensorflow 2.15.0 and tensorflow_decision_forests 1.8.1 and according to the website, I know that these are compatible, but for some reason when I try import tensorflow_decision_forests as tfdf I keep getting the following error:
import tensorflow_decision_forests as tfdf
WARNING:root:Failure to load the inference.so custom c++ tensorflow ops. This error is likely caused the version of TensorFlow and TensorFlow Decision Forests are not compatible. Full error:/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/inference.so: cannot open shared object file: No such file or directory
Traceback (most recent call last):
File "", line 1, in
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/init.py", line 64, in
from tensorflow_decision_forests import keras
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/keras/init.py", line 53, in
from tensorflow_decision_forests.keras import core
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/keras/core.py", line 62, in
from tensorflow_decision_forests.keras import core_inference
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/keras/core_inference.py", line 36, in
from tensorflow_decision_forests.tensorflow.ops.inference import api as tf_op
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/api.py", line 179, in
from tensorflow_decision_forests.tensorflow.ops.inference import op
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/op.py", line 15, in
from tensorflow_decision_forests.tensorflow.ops.inference.op_dynamic import *
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/op_dynamic.py", line 24, in
raise e
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/op_dynamic.py", line 21, in
ops = tf.load_op_library(resource_loader.get_path_to_datafile("inference.so"))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow/python/framework/load_library.py", line 54, in load_op_library
lib_handle = py_tf.TF_LoadLibrary(library_filename)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
tensorflow.python.framework.errors_impl.NotFoundError: /global/scratch/users/tmatsika/bf_python/lib/python3.11/site-packages/tensorflow_decision_forests/tensorflow/ops/inference/inference.so: cannot open shared object file: No such file or directory

I have looked at the other issues and I didn't find a solution that worked for me. I'm using a system with linux arm64 architecture.

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