Missing deform_conv Modules

Question

Missing deform_conv Modules

TonyzBi opened this issue a year ago · comments

Thanks for your great jobs, but when i was trying to run trace2, I got following error, could you help to find out "which step about installation I was missing ? ".

~/ROMP$ CUDA_VISIBLE_DEVICES=0 trace2 -i simple_romp/trace_demo --subject_num=1
alt_cuda_corr is not compiled
Traceback (most recent call last):
  File "/home/bihai/anaconda3/envs/PY38/bin/trace2", line 33, in <module>
    sys.exit(load_entry_point('simple-romp==2.0.2', 'console_scripts', 'trace2')())
  File "/home/bihai/anaconda3/envs/PY38/bin/trace2", line 25, in importlib_load_entry_point
    return next(matches).load()
  File "/home/bihai/anaconda3/envs/PY38/lib/python3.8/importlib/metadata.py", line 77, in load
    module = import_module(match.group('module'))
  File "/home/bihai/anaconda3/envs/PY38/lib/python3.8/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
  File "<frozen importlib._bootstrap>", line 991, in _find_and_load
  File "<frozen importlib._bootstrap>", line 975, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 671, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 843, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/bihai/anaconda3/envs/PY38/lib/python3.8/site-packages/simple_romp-1.1.3-py3.8-linux-x86_64.egg/trace2/main.py", line 13, in <module>
    from .models.model import TRACE_head
  File "/home/bihai/anaconda3/envs/PY38/lib/python3.8/site-packages/simple_romp-1.1.3-py3.8-linux-x86_64.egg/trace2/models/model.py", line 11, in <module>
    from .deform_conv import DeformConv
  File "/home/bihai/anaconda3/envs/PY38/lib/python3.8/site-packages/simple_romp-1.1.3-py3.8-linux-x86_64.egg/trace2/models/deform_conv/__init__.py", line 3, in <module>
    from .modules.deform_conv import (DeformConv, ModulatedDeformConv,
ModuleNotFoundError: No module named 'trace2.models.deform_conv.modules'

Yu Sun · Answer 1 · Tue Jun 27 2023 10:10:06 GMT+0800 (China Standard Time)

@TonyzBi
Please make sure that

you have use the latest code from github.
please install simple-romp for TRACE following this instruction:
https://github.com/Arthur151/ROMP/blob/master/simple_romp/trace2/README.md
It is different from the simple-romp for ROMP and BEV.

bj4-567 · Answer 2 · Thu Jul 20 2023 01:16:51 GMT+0800 (China Standard Time)

Hi， thanks for your great work,
I followed the installation steps you gave me to install trace2.
I can't success install deform conv.
I google it and found out if it is because deform conv only supports the cuda10 environment.

This is my environment configuration
cuda 11.3 / pytorch1.12 / python3.8
Thanks, a lot.

ChengDaTsai · Answer 3 · Mon Jul 24 2023 23:44:13 GMT+0800 (China Standard Time)

Hello , I have the same question in cuda11.3 !
So I need to downgrade to cuda10 to solve this problem : No module named 'deform_conv_cuda' ?

Haolei Yuan · Answer 4 · Thu Jul 27 2023 21:48:29 GMT+0800 (China Standard Time)

@bj4-567 have you solve this problem？ I meet the same problem: No module named 'trace2.models.deform_conv.modules'

dodanhphuong · Answer 5 · Tue Aug 08 2023 12:27:18 GMT+0800 (China Standard Time)

@TonyzBi Please make sure that

you have use the latest code from github.

please install simple-romp for TRACE following this instruction:
https://github.com/Arthur151/ROMP/blob/master/simple_romp/trace2/README.md
It is different from the simple-romp for ROMP and BEV.

I follow your guide, but I also meet as same trouble

python 3.8 cuda-10.2

Please refering some suggestion!

Yan Xia · Answer 6 · Sat Sep 09 2023 19:37:43 GMT+0800 (China Standard Time)

I got No module named deform_conv_cuda while I'm using python 3.8.17 & cuda 11.3, and I found this issue and try to downgrade the cuda version and get No module named 'trace2.models.deform_conv.modules' now.

Has anyone solved this problem?

Yan Xia · Answer 7 · Sat Sep 09 2023 22:05:00 GMT+0800 (China Standard Time)

I got No module named deform_conv_cuda while I'm using python 3.8.17 & CUDA 11.3, and I found this issue and tried to downgrade the CUDA version and got No module named 'trace2.models.deform_conv.modules' now.

Has anyone solved this problem?

I just solved my problem.
Here are some key points:

CUDA 11x doesn't look to be supported, I finally use cu10.2.
Remember to update the CUDA environments, I mean CUDA_HOME and LD_LIBRARY_PATH.
Remove build folder under simple_romp and then run python setup_trace install.

Caoyuan · Answer 8 · Tue Nov 28 2023 12:45:04 GMT+0800 (China Standard Time)

The support of 30 series and 40 series GPUs for CUDA 10.x seems to be incomplete, which means that to solve this problem, it is necessary to use 20 series GPUs or earlier.

Is there a way to solve this problem in the CUDA 11.x environment? I don't have a 20 series GPU.

Caoyuan · Answer 9 · Tue Nov 28 2023 14:58:54 GMT+0800 (China Standard Time)

Hey, everyone. It seems that if we manually copy the 'trace2.models.deform_conv.modules' py files to the right env position. the problem will be solved!

But when running trace2, the output is
alt_cuda_corr is not compiled
but it seems doesn't meter for running.

Frank Bu · Answer 10 · Tue Jan 30 2024 01:42:11 GMT+0800 (China Standard Time)

I got No module named deform_conv_cuda while I'm using python 3.8.17 & CUDA 11.3, and I found this issue and tried to downgrade the CUDA version and got No module named 'trace2.models.deform_conv.modules' now.
Has anyone solved this problem?

I just solved my problem. Here are some key points:

CUDA 11x doesn't look to be supported, I finally use cu10.2.

Remember to update the CUDA environments, I mean CUDA_HOME and LD_LIBRARY_PATH.

Remove build folder under simple_romp and then run python setup_trace install.

Removing the build folder and rebuild worked for me

ramacha7 · Answer 11 · Sat Feb 17 2024 15:58:09 GMT+0800 (China Standard Time)

@Miles629 what would be the right env position?

ramacha7 · Answer 12 · Sat Feb 17 2024 16:04:42 GMT+0800 (China Standard Time)

@FrankBu0616 did you have CUDA 11.3 or CUDA 10.2? Does it matter what cuda version this is? Or did you simply not care and just remove the build folder and rebuild?

Caoyuan · Answer 13 · Sat Feb 17 2024 16:10:45 GMT+0800 (China Standard Time)

be

Sorry. I forget it. I did it too long time ago.

Xingyou Zhou · Answer 14 · Sun Mar 10 2024 14:09:47 GMT+0800 (China Standard Time)

Hey, everyone. It seems that if we manually copy the 'trace2.models.deform_conv.modules' py files to the right env position. the problem will be solved!

But when running trace2, the output is alt_cuda_corr is not compiled but it seems doesn't meter for running.

I may find the route.

cd to
./ROMP/simple_romp/trace2/models/deform_conv

and copy the dir modules to the trace2's env dir in the python's package directory, just like this:

cp -r ./modules /usr/local/lib/python3.10/dist-packages/trace2/models/deform_conv

then your python will detect the module named 'trace2.models.deform_conv.modules'