Comments (10)
Another error when trainning:
kittivoc_train
kittivoc_val
kittivoc_trainval
kittivoc_test
kittivoc_train
kittivoc_val
kittivoc_trainval
kittivoc_test
kittivoc_train
kittivoc_val
kittivoc_trainval
kittivoc_test
nthu_71
nthu_370
Traceback (most recent call last):
File "./faster_rcnn/train_net.py", line 30, in
from lib.networks.factory import get_network
File "/root/tf_deformable_frcnn/lib/networks/init.py", line 8, in
from .VGGnet_train import VGGnet_train
File "/root/tf_deformable_frcnn/lib/networks/VGGnet_train.py", line 2, in
from .network import Network
File "/root/tf_deformable_frcnn/lib/networks/network.py", line 13, in
from ..deform_conv_layer import deform_conv_op as deform_conv_op
File "/root/tf_deformable_frcnn/lib/deform_conv_layer/deform_conv_op.py", line 8, in
_deform_conv_module = tf.load_op_library(filename)
File "/usr/local/lib/python/dist-packages/tensorflow/python/framework/load_library.py", line 64, in load_op_library
None, None, error_msg, error_code)
tensorflow.python.framework.errors_impl.NotFoundError: /root/tf_deformable_frcnn/lib/deform_conv_layer/deform_conv.so: undefined symbol: _ZN10tensorflow8internal21CheckOpMessageBuilder9NewStringB5cxx11Ev
Any thoughts?
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@xiaowenhe I was aware about your problem, please don't reopen two same issues.
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@paulcx It might related to gcc version and certain flags. I will add some lines in make.sh and FAQ. Now if you want to fix it instantly, check this issue.
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@Zardinality I have tried both solutions but they don't work so far with same error.
g++ -std=c++11 -shared -D_GLIBCXX_USE_CXX11_ABI=0 -o roi_pooling.so roi_pooling_op.cc
roi_pooling_op.cu.o -I $TF_INC -fPIC -D GOOGLE_CUDA -lcudart -L $CUDA_HOME/lib64
or
g++ -std=c++11 -shared -D_GLIBCXX_USE_CXX11_ABI=1 -o roi_pooling.so roi_pooling_op.cc
roi_pooling_op.cu.o -I $TF_INC -fPIC -D GOOGLE_CUDA -lcudart -L $CUDA_HOME/lib64
Am I right about the solution?
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@paulcx Make sure you use the recompiled version. Or try removing the related flag maybe. Which version of g++ do you use?
from tf_deformable_net.
@Zardinality What do you mean by using the recomplied version?
g++ is 5.40
from tf_deformable_net.
@paulcx I mean manually remove original generated file such as .o and .so, then recompile it. Also, since you use g++5(which I didn't have chance to test), you should compile with -D_GLIBCXX_USE_CXX11_ABI=0
.
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@paulcx Hi, have you worked out where the problem is? I have updated readme to include a workaround given by others in another issue, which solves the same problem.
from tf_deformable_net.
@Zardinality Not yet. The solution does not work for g++5.4 at least.
from tf_deformable_net.
@paulcx check out this , it solved a similar undefined symbol problem for me.
from tf_deformable_net.
Related Issues (20)
- Could you upgrade the lib to support tensorflow 1.4, cudnn 6.0 and cuda 8.0?
- any detail result accuracy about your result? HOT 1
- config.py paras problems HOT 1
- training problems HOT 1
- Is it compatible with cuda9.1 and cudnn7? HOT 6
- Batchsize issue HOT 1
- Offsets Subnet Details HOT 3
- Meaning of num_groups in offsets HOT 3
- How to use this on Windows
- Problems in installation HOT 5
- can it be used in g++4.8? HOT 2
- Can we add deformable convolution at different places?
- Testing problem HOT 2
- Compile Error HOT 12
- deform_conv.so: undefined symbol: _ZN10tensorflow8internal21CheckOpMessageBuilder9NewStringB5cxx11Ev HOT 1
- Thoughts on training on Custom data
- Training error while running faster_rcnn/train_net.py HOT 2
- DCN V2
- compile error
- Error when executing command: make
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