Unable to Install CPU Version of l4casadi with pip install . --no-build-isolation
tlt18 opened this issue · 2 comments
tlt18 commented
I've been attempting to install the CPU version of the code using the following commands:
pip install . --no-build-isolation
or
pip install l4casadi --no-build-isolation
However, I've encountered some issues during the installation process:
Processing /home/tlt22/project/l4casadi
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: torch in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from l4casadi==2.0.0) (2.3.0.post101)
Collecting casadi>=3.6 (from l4casadi==2.0.0)
Using cached casadi-3.6.6-cp38-none-manylinux2014_x86_64.whl.metadata (2.2 kB)
Requirement already satisfied: jinja2>=3.1 in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from l4casadi==2.0.0) (3.1.4)
Requirement already satisfied: numpy in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from casadi>=3.6->l4casadi==2.0.0) (1.24.3)
Requirement already satisfied: MarkupSafe>=2.0 in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from jinja2>=3.1->l4casadi==2.0.0) (2.1.3)
Requirement already satisfied: filelock in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from torch->l4casadi==2.0.0) (3.13.1)
Requirement already satisfied: typing-extensions>=4.8.0 in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from torch->l4casadi==2.0.0) (4.11.0)
Requirement already satisfied: sympy in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from torch->l4casadi==2.0.0) (1.13.2)
Requirement already satisfied: networkx in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from torch->l4casadi==2.0.0) (3.1)
Requirement already satisfied: fsspec in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from torch->l4casadi==2.0.0) (2024.6.1)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages (from sympy->torch->l4casadi==2.0.0) (1.3.0)
Using cached casadi-3.6.6-cp38-none-manylinux2014_x86_64.whl (75.8 MB)
Building wheels for collected packages: l4casadi
Building wheel for l4casadi (pyproject.toml) ... error
error: subprocess-exited-with-error
× Building wheel for l4casadi (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [123 lines of output]
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-- Trying 'Ninja' generator
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-------
--
Not searching for unused variables given on the command line.
-- The C compiler identification is GNU 11.2.0
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working C compiler: /home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-cc - skipped
-- Detecting C compile features
-- Detecting C compile features - done
-- The CXX compiler identification is GNU 11.2.0
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Configuring done (0.9s)
-- Generating done (0.0s)
-- Build files have been written to: /home/tlt22/project/l4casadi/_cmake_test_compile/build
--
-------
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-- Trying 'Ninja' generator - success
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Configuring Project
Working directory:
/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build
Command:
/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/cmake/data/bin/cmake /home/tlt22/project/l4casadi/libl4casadi -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/ninja/data/bin/ninja --no-warn-unused-cli -DCMAKE_INSTALL_PREFIX:PATH=/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-install -DPYTHON_VERSION_STRING:STRING=3.8.19 -DSKBUILD:INTERNAL=TRUE -DCMAKE_MODULE_PATH:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/skbuild/resources/cmake -DPYTHON_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPYTHON_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPYTHON_LIBRARY:PATH=/home/tlt22/miniconda3/envs/tracking/lib/libpython3.8.so -DPython_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPython_ROOT_DIR:PATH=/home/tlt22/miniconda3/envs/tracking -DPython_FIND_REGISTRY:STRING=NEVER -DPython_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPython_NumPy_INCLUDE_DIRS:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/numpy/core/include -DPython3_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPython3_ROOT_DIR:PATH=/home/tlt22/miniconda3/envs/tracking -DPython3_FIND_REGISTRY:STRING=NEVER -DPython3_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPython3_NumPy_INCLUDE_DIRS:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/numpy/core/include -DCMAKE_MAKE_PROGRAM:FILEPATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/ninja/data/bin/ninja -DCMAKE_LINKER=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-ld -DCMAKE_STRIP=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-strip -DCMAKE_BUILD_TYPE=Release -DCMAKE_TORCH_PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/torch -DCMAKE_LINKER=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-ld -DCMAKE_STRIP=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-strip
CMake Deprecation Warning at CMakeLists.txt:5 (cmake_minimum_required):
Compatibility with CMake < 3.5 will be removed from a future version of
CMake.
Update the VERSION argument <min> value or use a ...<max> suffix to tell
CMake that the project does not need compatibility with older versions.
Not searching for unused variables given on the command line.
-- Caffe2: Found protobuf with new-style protobuf targets.
-- Caffe2: Protobuf version 25.3.0
-- Caffe2: CUDA detected: 12.0
-- Caffe2: CUDA nvcc is: /usr/bin/nvcc
-- Caffe2: CUDA toolkit directory: /usr
CMake Error at /home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/torch/share/cmake/Caffe2/public/cuda.cmake:110 (message):
Caffe2: Couldn't determine version from header: Change Dir:
'/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build/CMakeFiles/CMakeTmp'
Run Build Command(s):
/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/ninja/data/bin/ninja
-v cmTC_6319b
[1/2] /home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-c++
-fvisibility-inlines-hidden -std=c++17 -fmessage-length=0 -march=nocona
-mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2
-ffunction-sections -pipe -isystem
/home/tlt22/miniconda3/envs/tracking/include -o
CMakeFiles/cmTC_6319b.dir/detect_cuda_version.cc.o -c
/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build/detect_cuda_version.cc
FAILED: CMakeFiles/cmTC_6319b.dir/detect_cuda_version.cc.o
/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-c++
-fvisibility-inlines-hidden -std=c++17 -fmessage-length=0 -march=nocona
-mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2
-ffunction-sections -pipe -isystem
/home/tlt22/miniconda3/envs/tracking/include -o
CMakeFiles/cmTC_6319b.dir/detect_cuda_version.cc.o -c
/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build/detect_cuda_version.cc
/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build/detect_cuda_version.cc:1:10:
fatal error: cuda.h: No such file or directory
1 | #include <cuda.h>
| ^~~~~~~~
compilation terminated.
ninja: build stopped: subcommand failed.
Call Stack (most recent call first):
/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/torch/share/cmake/Caffe2/Caffe2Config.cmake:87 (include)
/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/torch/share/cmake/Torch/TorchConfig.cmake:68 (find_package)
CMakeLists.txt:18 (find_package)
-- Configuring incomplete, errors occurred!
Traceback (most recent call last):
File "/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/skbuild/setuptools_wrap.py", line 660, in setup
env = cmkr.configure(
File "/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/skbuild/cmaker.py", line 354, in configure
raise SKBuildError(msg)
An error occurred while configuring with CMake.
Command:
/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/cmake/data/bin/cmake /home/tlt22/project/l4casadi/libl4casadi -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/ninja/data/bin/ninja --no-warn-unused-cli -DCMAKE_INSTALL_PREFIX:PATH=/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-install -DPYTHON_VERSION_STRING:STRING=3.8.19 -DSKBUILD:INTERNAL=TRUE -DCMAKE_MODULE_PATH:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/skbuild/resources/cmake -DPYTHON_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPYTHON_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPYTHON_LIBRARY:PATH=/home/tlt22/miniconda3/envs/tracking/lib/libpython3.8.so -DPython_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPython_ROOT_DIR:PATH=/home/tlt22/miniconda3/envs/tracking -DPython_FIND_REGISTRY:STRING=NEVER -DPython_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPython_NumPy_INCLUDE_DIRS:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/numpy/core/include -DPython3_EXECUTABLE:PATH=/home/tlt22/miniconda3/envs/tracking/bin/python -DPython3_ROOT_DIR:PATH=/home/tlt22/miniconda3/envs/tracking -DPython3_FIND_REGISTRY:STRING=NEVER -DPython3_INCLUDE_DIR:PATH=/home/tlt22/miniconda3/envs/tracking/include/python3.8 -DPython3_NumPy_INCLUDE_DIRS:PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/numpy/core/include -DCMAKE_MAKE_PROGRAM:FILEPATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/ninja/data/bin/ninja -DCMAKE_LINKER=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-ld -DCMAKE_STRIP=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-strip -DCMAKE_BUILD_TYPE=Release -DCMAKE_TORCH_PATH=/home/tlt22/miniconda3/envs/tracking/lib/python3.8/site-packages/torch -DCMAKE_LINKER=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-ld -DCMAKE_STRIP=/home/tlt22/miniconda3/envs/tracking/bin/x86_64-conda-linux-gnu-strip
Source directory:
/home/tlt22/project/l4casadi/libl4casadi
Working directory:
/home/tlt22/project/l4casadi/_skbuild/linux-x86_64-3.8/cmake-build
Please see CMake's output for more information.
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for l4casadi
Failed to build l4casadi
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (l4casadi)
I've tried the following solutions based on other similar issues:
- Running the command with
CUDACXX=/usr/bin/nvc:
CUDACXX=/usr/bin/nvcc pip install . --no-build-isolation
- Adding paths to
./bashrc:
export CUDACXX=/usr/bin/nvcc
export CUDA_HOME=/usr/lib/cuda
- Adding the following lines at the beginning of
./l4casadi/libl4casadi/CMakeLists.txt:
set(CMAKE_CUDA_COMPILER "/usr/bin/nvcc")
set(CUDAToolkit_ROOT "/usr/lib/cuda")
include_directories("/usr/include")
Unfortunately, none of these solutions have worked for me. I'd appreciate any help or suggestions on how to resolve this issue. Thank you!
Tim-Salzmann commented
Which torch version do you have installed? Please make sure the cpu torch version is installed
pip3 install torch --index-url https://download.pytorch.org/whl/cpu
tlt18 commented
Thank you for your suggestions! After further investigation, I realized that the issue was related to having the GPU version of PyTorch installed. I was able to resolve the problem by uninstalling the GPU version and reinstalling PyTorch for CPU.