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FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so) #161

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codylcs opened this issue Oct 4, 2019 · 7 comments
Open

FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so) #161

codylcs opened this issue Oct 4, 2019 · 7 comments

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@codylcs
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codylcs commented Oct 4, 2019

when running fcos_demo.py ,questions happend as flowing:

piled with GPU support (nms at fcos_core/csrc/nms.h:22)
frame #0: std::function<std::string ()>::operator()() const + 0x11 (0x7f03c2ace441 in /home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/lib/libc10.so)
frame #1: c10::Error::Error(c10::SourceLocation, std::string const&) + 0x2a (0x7f03c2acdd7a in /home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/lib/libc10.so)
frame #2: nms(at::Tensor const&, at::Tensor const&, float) + 0xd4 (0x7f03beaff524 in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #3: + 0x17296 (0x7f03beb0d296 in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #4: + 0x1732e (0x7f03beb0d32e in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #5: + 0x146ca (0x7f03beb0a6ca in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
@codylcs
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codylcs commented Oct 4, 2019

#160

@tianzhi0549
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tianzhi0549 commented Oct 6, 2019 •
edited
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@codylcs The error message you posted here is incomplete.

@codylcs
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codylcs commented Oct 9, 2019

the question now is that:
/home/cody/anaconda3/envs/FCOS/bin/python /home/cody/PycharmProjects/FCOS/FCOS-master/demo/fcos_demo.py
Traceback (most recent call last):
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/fcos_demo.py", line 6, in
from predictor import COCODemo
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/predictor.py", line 6, in
from fcos_core.modeling.detector import build_detection_model
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/detector/init.py", line 2, in
from .detectors import build_detection_model
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/detector/detectors.py", line 2, in
from .generalized_rcnn import GeneralizedRCNN
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/detector/generalized_rcnn.py", line 11, in
from ..backbone import build_backbone
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/backbone/init.py", line 2, in
from .backbone import build_backbone
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/backbone/backbone.py", line 7, in
from fcos_core.modeling.make_layers import conv_with_kaiming_uniform
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/make_layers.py", line 10, in
from fcos_core.layers import Conv2d
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/layers/init.py", line 10, in
from .nms import nms
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/layers/nms.py", line 3, in
from fcos_core import _C
ImportError: /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so: undefined symbol: _ZN2at7getTypeERKNS_6TensorE

Process finished with exit code 1

@codylcs
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codylcs commented Oct 9, 2019

when torchvisio is changed as version=1.1.0 ,the question happened again:
/home/cody/anaconda3/envs/FCOS/bin/python /home/cody/PycharmProjects/FCOS/FCOS-master/demo/fcos_demo.py
THCudaCheck FAIL file=/pytorch/aten/src/THC/THCGeneral.cpp line=383 error=11 : invalid argument
Traceback (most recent call last):
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/fcos_demo.py", line 109, in
main()
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/fcos_demo.py", line 101, in main
composite = coco_demo.run_on_opencv_image(img)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/predictor.py", line 172, in run_on_opencv_image
predictions = self.compute_prediction(image)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/demo/predictor.py", line 205, in compute_prediction
predictions = self.model(image_list)
File "/home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/detector/generalized_rcnn.py", line 50, in forward
proposals, proposal_losses = self.rpn(images, features, targets)
File "/home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/rpn/fcos/fcos.py", line 164, in forward
centerness, images.image_sizes
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/rpn/fcos/fcos.py", line 181, in _forward_test
centerness, image_sizes
File "/home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/rpn/fcos/inference.py", line 137, in forward
boxlists = self.select_over_all_levels(boxlists)
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/modeling/rpn/fcos/inference.py", line 164, in select_over_all_levels
score_field="scores"
File "/home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/structures/boxlist_ops.py", line 27, in boxlist_nms
keep = _box_nms(boxes, score, nms_thresh)
RuntimeError: Not compiled with GPU support (nms at fcos_core/csrc/nms.h:22)
frame #0: std::function<std::string ()>::operator()() const + 0x11 (0x7fa273c6f441 in /home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/lib/libc10.so)
frame #1: c10::Error::Error(c10::SourceLocation, std::string const&) + 0x2a (0x7fa273c6ed7a in /home/cody/anaconda3/envs/FCOS/lib/python3.6/site-packages/torch/lib/libc10.so)
frame #2: nms(at::Tensor const&, at::Tensor const&, float) + 0xd4 (0x7fa270227524 in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #3: + 0x17296 (0x7fa270235296 in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #4: + 0x1732e (0x7fa27023532e in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)
frame #5: + 0x146ca (0x7fa2702326ca in /home/cody/PycharmProjects/FCOS/FCOS-master/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)

@Shuai-Xie
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I got the same question and I don't know what to do...

error:

$ python demo/fcos_demo.py 
Traceback (most recent call last):
  File "demo/fcos_demo.py", line 6, in <module>
    from predictor import COCODemo
  File "/disk1/xs/detect/FCOS/demo/predictor.py", line 6, in <module>
    from fcos_core.modeling.detector import build_detection_model
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/detector/__init__.py", line 2, in <module>
    from .detectors import build_detection_model
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/detector/detectors.py", line 2, in <module>
    from .generalized_rcnn import GeneralizedRCNN
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/detector/generalized_rcnn.py", line 11, in <module>
    from ..backbone import build_backbone
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/backbone/__init__.py", line 2, in <module>
    from .backbone import build_backbone
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/backbone/backbone.py", line 7, in <module>
    from fcos_core.modeling.make_layers import conv_with_kaiming_uniform
  File "/disk1/xs/detect/FCOS/fcos_core/modeling/make_layers.py", line 10, in <module>
    from fcos_core.layers import Conv2d
  File "/disk1/xs/detect/FCOS/fcos_core/layers/__init__.py", line 10, in <module>
    from .nms import nms
  File "/disk1/xs/detect/FCOS/fcos_core/layers/nms.py", line 3, in <module>
    from fcos_core import _C
ImportError: /disk1/xs/detect/FCOS/fcos_core/_C.cpython-36m-x86_64-linux-gnu.so: undefined symbol: __cudaRegisterFatBinaryEnd

env:

$ pip list
Package         Version     Location             
--------------- ----------- ---------------------
certifi         2019.9.11   
cpools          0.0.0       
cycler          0.10.0      
Cython          0.29.13     
decorator       4.4.0       
fcos            0.1.9       /disk1/xs/detect/FCOS
imageio         2.6.1       
kiwisolver      1.1.0       
matplotlib      3.1.1       
networkx        2.3         
ninja           1.9.0.post1 
numpy           1.17.2      
opencv-python   4.1.1.26    
Pillow          6.2.0       
pip             19.2.3      
pycocotools     2.0.0       
pyparsing       2.4.2       
python-dateutil 2.8.0       
PyWavelets      1.0.3       
PyYAML          5.1.2       
scikit-image    0.15.0      
scipy           1.3.1       
setuptools      41.4.0      
six             1.12.0      
torch           1.1.0       
torchvision     0.2.1       
tqdm            4.36.1      
wheel           0.33.6      
yacs            0.1.6

@Shuai-Xie
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Shuai-Xie commented Oct 12, 2019 •
edited
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I have solved this problem.

torch 1.0.0 + torchvision 0.2.1 + cudatoolkit 9.0 / 10.0

before, I forget to use conda to install cudatoolkit, which is necessary to build fcos_core/_C.cpython-36m-x86_64-linux-gnu.so)

My env：

$ conda list
# packages in environment at /disk1/xs/anaconda3/envs/fcos:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ca-certificates           2019.8.28                     0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
certifi                   2019.9.11                py36_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cudatoolkit               9.0                  h13b8566_0    <unknown>
cycler                    0.10.0                   pypi_0    pypi
cython                    0.29.13                  pypi_0    pypi
decorator                 4.4.0                    pypi_0    pypi
fcos                      0.1.9                     dev_0    <develop>
imageio                   2.6.1                    pypi_0    pypi
kiwisolver                1.1.0                    pypi_0    pypi
libedit                   3.1.20181209         hc058e9b_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libffi                    3.2.1                hd88cf55_4    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libgcc-ng                 9.1.0                hdf63c60_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libstdcxx-ng              9.1.0                hdf63c60_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
matplotlib                3.1.1                    pypi_0    pypi
ncurses                   6.1                  he6710b0_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
networkx                  2.3                      pypi_0    pypi
ninja                     1.9.0.post1              pypi_0    pypi
numpy                     1.17.2                   pypi_0    pypi
opencv-python             4.1.1.26                 pypi_0    pypi
openssl                   1.1.1d               h7b6447c_2    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow                    6.2.0                    pypi_0    pypi
pip                       19.2.3                   py36_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pycocotools               2.0.0                    pypi_0    pypi
pyparsing                 2.4.2                    pypi_0    pypi
python                    3.6.9                h265db76_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
python-dateutil           2.8.0                    pypi_0    pypi
pywavelets                1.0.3                    pypi_0    pypi
pyyaml                    5.1.2                    pypi_0    pypi
readline                  7.0                  h7b6447c_5    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
scikit-image              0.15.0                   pypi_0    pypi
scipy                     1.3.1                    pypi_0    pypi
setuptools                41.4.0                   py36_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
six                       1.12.0                   pypi_0    pypi
sqlite                    3.30.0               h7b6447c_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tk                        8.6.8                hbc83047_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
torch                     1.0.0                    pypi_0    pypi
torchvision               0.2.1                    pypi_0    pypi
tqdm                      4.36.1                   pypi_0    pypi
wheel                     0.33.6                   py36_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
xz                        5.2.4                h14c3975_4    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
yacs                      0.1.6                    pypi_0    pypi
zlib                      1.2.11               h7b6447c_3    https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main

@codylcs
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codylcs commented Oct 13, 2019 •
edited
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thank@Shuai-Xie,but question still here:
(/home/cody/anaconda3/envs/FCOS) cody@codylcs:~/PycharmProjects/FCOS/FCOS-master$ conda list

packages in environment at /home/cody/anaconda3/envs/FCOS:

_libgcc_mutex 0.1 main https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
_pytorch_select 0.2 gpu_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
blas 1.0 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
certifi 2016.2.28 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
cffi 1.10.0 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
cudatoolkit 10.0.130 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cycler 0.10.0
Cython 0.29.13
decorator 4.4.0
freetype 2.5.5 2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
imageio 2.5.0
intel-openmp 2019.4 243 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jbig 2.1 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
jpeg 9b 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
kiwisolver 1.1.0
libffi 3.2.1 1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
libgcc-ng 9.1.0 hdf63c60_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libgfortran-ng 7.3.0 hdf63c60_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libpng 1.6.30 1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
libstdcxx-ng 9.1.0 hdf63c60_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff 4.0.6 3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
matplotlib 3.1.1
mkl 2019.4 243 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-service 2.3.0 py36he904b0f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_fft 1.0.14 py36ha843d7b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_random 1.1.0 py36hd6b4f25_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
networkx 2.3
ninja 1.7.2 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
ninja 1.9.0.post1
numpy 1.17.2 py36haad9e8e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-base 1.17.2 py36hde5b4d6_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
olefile 0.44 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
opencv-python 4.1.1.26
openssl 1.0.2l 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
Pillow 6.2.0
pillow 4.2.1 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
pip 9.0.1 py36_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
pycocotools 2.0
pycparser 2.18 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
pyparsing 2.4.2
python 3.6.2 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
python-dateutil 2.8.0
pytorch 1.3.0 py3.6_cuda10.0.130_cudnn7.6.3_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
PyWavelets 1.0.3
PyYAML 5.1.2
readline 6.2 2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
scikit-image 0.15.0
scipy 1.3.1
setuptools 36.4.0 py36_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
six 1.10.0 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
some-package 0.1
sqlite 3.13.0 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
tk 8.5.18 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
torch 1.0.0
torchvision 0.2.1 py_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
tqdm 4.19.9
wheel 0.29.0 py36_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
xz 5.2.3 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
yacs 0.1.6
zlib 1.2.11 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free

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@tianzhi0549 @Shuai-Xie @codylcs