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libtensorflow_framework.so issue #30488
Description
Please make sure that this is a bug. As per our GitHub Policy, we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:bug_template
System information
- Have I written custom code (as opposed to using a stock example script provided in TensorFlow): I git cloned it from https://github.com/smallcorgi/Faster-RCNN_TF.git
- OS Platform and Distribution: ubuntu 18.04
- TensorFlow installed from: pip install
- TensorFlow version: used both 1.14.0rc and 1.14.0(gpu)
- Python version: 2.7
- GCC/Compiler version: 7.4
- CUDA/cuDNN version: 10.0
- GPU model and memory: GV 100
My script file is demo.py.
Here's the back trace
Traceback (most recent call last):
File "./tools/demo.py", line 11, in <module>
from networks.factory import get_network
File "/home/tFaster-RCNN_TF/tools/../lib/networks/__init__.py", line 8, in <module>
from .VGGnet_train import VGGnet_train
File "/home/Faster-RCNN_TF/tools/../lib/networks/VGGnet_train.py", line 2, in <module>
from networks.network import Network
File "/home/Faster-RCNN_TF/tools/../lib/networks/network.py", line 3, in <module>
import roi_pooling_layer.roi_pooling_op as roi_pool_op
File "/homeFaster-RCNN_TF/tools/../lib/roi_pooling_layer/roi_pooling_op.py", line 5, in <module>
_roi_pooling_module = tf.load_op_library(filename)
File "/home/.local/lib/python2.7/site-packages/tensorflow/python/framework/load_library.py", line 61, in load_op_library
lib_handle = py_tf.TF_LoadLibrary(library_filename)
tensorflow.python.framework.errors_impl.NotFoundError: libtensorflow_framework.so: cannot open shared object file: No such file or directory
I checked that libtensorflow_framework.so is in python2.7/site-packages/tensorflow/ but somehow my program doesn't seem to be able to find it. The path for the tensorflow library is set as $TF_LIB = /home/.local/lib/python2.7/site-packages/tensorflow
I did run into some solutions but coudn't find one with tf version 1.14.0.
Please help.
Thanks in advance.
Reacted by Shiqing Fan, firejq, Zihan Ding, Rohit Kumar and YuhaoWU
Activity
PhilJd commentedon Jul 8, 2019
Hi @yunoJ,
does it work if you specify the full path in
library_name? Otherwise you might be able to fix this by adding the directory of your libtensorflow_framwork to yourLD_LIBRARY_PATH.yunoJ commentedon Jul 9, 2019
Thank you @PhilJd,
Appending the LD_LIBRARY_PATH worked for me. Well, for the libtensorflow_framework.so at least. I guess I should just keep adding directories for every .so file I use.
ravikyram commentedon Jul 9, 2019
Please,let me know if we can close this issue since it looks to be fixed. Thanks!
yunoJ commentedon Jul 9, 2019
Oh, the problem is fixed. I will close the issue, thanks!
kiranintellify commentedon Jul 30, 2019
can you specify where to append i faced the same issue with python 3.6 tensorflow
PhilJd commentedon Jul 30, 2019
You need to run the command
kiranintellify commentedon Jul 31, 2019
Thanks but after trying it i amgetting error undefined symbol: _ZTVN10tensorflow14kernel_factory17OpKernelRegistrar18PtrOpKernelFactoryE
isohrab commentedon Oct 21, 2019
When people (like myself) come from python to java world, everything is strange! here is how I solved my problem regarding all linking errors:
I assumed you already have simple hello Tensorflow project, explained here
First:
Compile with java
MAVEN
export LD_LIBRARY_PATH=/usr/lib/tensorflowI hope it helps you
chanchalIITP commentedon Nov 25, 2019
Hi, Sorry for commenting on the closed issue. I tried to append the libtensorflow path, but again getting the same error. How can I know the correct path of libtensorflow.
deepaknlp commentedon Nov 25, 2019
@chanchalIITP , run this to get the path of your libtensorflow:
find . -name libtensorflow_framework.so2AASHISHAG commentedon Nov 28, 2019
@chanchalIITP : Are you able to solve the error? I am also facing the same issue. Kindly help.
chanchalIITP commentedon Nov 29, 2019
@AASHISHAG, find . -name libtensorflow_framework.so2 works for finding the path of .so file. In my case, actually the .so file is not generated. It generally happens if the tensorflow and gcc is not compatible.
Concluding: I am also not able to solve it. You may check the compatibility of CUDA, Tensorflow, and gcc.
pathway commentedon Apr 28, 2020
The above mis-spells the file name. Try:
find . -name libtensorflow_framework.so.2sheggamharshith commentedon May 4, 2020
i hope the problem is with the tensorflow version so try to change the versionand reinstall the tensorflow version
hhhhsmx commentedon May 16, 2022
Hello, what is the situation after I change the path and enter this command does not respond？
Update docs for the TensorFlow Java backend
Update docs for the TensorFlow Java backend
Update docs for the TensorFlow Java backend