/cuPDLP-C/cupdlp/cuda/cupdlp_cudalinalg.cu(18): error: identifier "CUSPARSE_SPMV_CSR_ALG2" is undefined

[ReedCao]

error happens when

cmake --build . --target plc

/cuPDLP-C/cupdlp/cuda/cupdlp_cudalinalg.cu(18): error: identifier "CUSPARSE_SPMV_CSR_ALG2" is undefined

[SkyLiu0]

Hi, thank you for your response. Currently, please compile with HiGHS 1.6.0 and CUDA 12.3 (I have just added this to the README file).

[ReedCao]

it has to be CUDA 12.3? how about 12.4?

I have tried to ceate conda env with Cuda 12.3. however, it keeps installing something relevant to 12.4.

(base) qboson@qboson-Precision-3660:~$ conda create -n reed python=3.8 cuda=12.3
WARNING: A conda environment already exists at '/home/qboson/miniconda3/envs/reed'
Remove existing environment (y/[n])? y

Channels:

• defaults
  Platform: linux-64
  Collecting package metadata (repodata.json): done
  Solving environment: failed

PackagesNotFoundError: The following packages are not available from current channels:

• cuda=12.3*

Current channels:

• defaults

To search for alternate channels that may provide the conda package you're
looking for, navigate to

https://anaconda.org

and use the search bar at the top of the page.

(base) qboson@qboson-Precision-3660:~$ conda create -n reed python=3.8 cuda=12.3 -c nvidia
Channels:

• nvidia
• defaults
  Platform: linux-64
  Collecting package metadata (repodata.json): done
  Solving environment: done

Package Plan

environment location: /home/qboson/miniconda3/envs/reed

added / updated specs:
- cuda=12.3
- python=3.8

The following packages will be downloaded:

package                    |            build
---------------------------|-----------------
cuda-12.3.2                |                0           2 KB  nvidia
cuda-cccl-12.4.127         |                0         1.4 MB  nvidia
cuda-command-line-tools-12.4.1|                0           2 KB  nvidia
cuda-compiler-12.4.1       |                0           2 KB  nvidia
cuda-cudart-12.4.127       |                0         198 KB  nvidia
cuda-cudart-dev-12.4.127   |                0         413 KB  nvidia
cuda-cudart-static-12.4.127|                0         1.1 MB  nvidia
cuda-cuobjdump-12.4.127    |                0         302 KB  nvidia
cuda-cupti-12.4.127        |                0        16.4 MB  nvidia
cuda-cupti-static-12.4.127 |                0        11.3 MB  nvidia
cuda-cuxxfilt-12.4.127     |                0         296 KB  nvidia
cuda-demo-suite-12.4.127   |                0         5.0 MB  nvidia
cuda-documentation-12.4.127|                0          89 KB  nvidia
cuda-driver-dev-12.4.127   |                0          18 KB  nvidia
cuda-gdb-12.4.127          |                0         5.8 MB  nvidia
cuda-libraries-12.4.1      |                0           2 KB  nvidia
cuda-libraries-dev-12.4.1  |                0           2 KB  nvidia
cuda-libraries-static-12.4.1|                0           2 KB  nvidia
cuda-nsight-12.4.127       |                0       113.7 MB  nvidia
cuda-nsight-compute-12.4.1 |                0           2 KB  nvidia
cuda-nvcc-12.4.131         |                0        62.6 MB  nvidia
cuda-nvdisasm-12.4.127     |                0        47.9 MB  nvidia
cuda-nvml-dev-12.4.127     |                0         178 KB  nvidia
cuda-nvprof-12.4.127       |                0         4.7 MB  nvidia
cuda-nvprune-12.4.127      |                0          66 KB  nvidia
cuda-nvrtc-12.4.127        |                0        21.0 MB  nvidia
cuda-nvrtc-dev-12.4.127    |                0          12 KB  nvidia
cuda-nvrtc-static-12.4.127 |                0        21.9 MB  nvidia
cuda-nvtx-12.4.127         |                0          58 KB  nvidia
cuda-nvvp-12.4.127         |                0       114.5 MB  nvidia
cuda-opencl-12.4.127       |                0          12 KB  nvidia
cuda-opencl-dev-12.4.127   |                0          72 KB  nvidia
cuda-profiler-api-12.4.127 |                0          19 KB  nvidia
cuda-runtime-12.4.1        |                0           2 KB  nvidia
cuda-sanitizer-api-12.4.127|                0        17.1 MB  nvidia
cuda-toolkit-12.4.1        |                0           2 KB  nvidia
cuda-tools-12.4.1          |                0           2 KB  nvidia
cuda-visual-tools-12.4.1   |                0           2 KB  nvidia
gds-tools-1.9.1.3          |                0        40.7 MB  nvidia
libcublas-12.4.5.8         |                0       309.2 MB  nvidia
libcublas-dev-12.4.5.8     |                0          75 KB  nvidia
libcublas-static-12.4.5.8  |                0       350.9 MB  nvidia
libcufft-11.2.1.3          |                0       190.5 MB  nvidia
libcufft-dev-11.2.1.3      |                0          14 KB  nvidia
libcufft-static-11.2.1.3   |                0       383.8 MB  nvidia
libcufile-1.9.1.3          |                0         1.0 MB  nvidia
libcufile-dev-1.9.1.3      |                0          15 KB  nvidia
libcufile-static-1.9.1.3   |                0         3.6 MB  nvidia
libcurand-10.3.5.147       |                0        51.8 MB  nvidia
libcurand-dev-10.3.5.147   |                0         450 KB  nvidia
libcurand-static-10.3.5.147|                0        52.0 MB  nvidia
libcusolver-11.6.1.9       |                0       114.0 MB  nvidia
libcusolver-dev-11.6.1.9   |                0          49 KB  nvidia
libcusolver-static-11.6.1.9|                0        75.9 MB  nvidia
libcusparse-12.3.1.170     |                0       179.6 MB  nvidia
libcusparse-dev-12.3.1.170 |                0       178.2 MB  nvidia
libcusparse-static-12.3.1.170|                0       184.8 MB  nvidia
libnpp-12.2.5.30           |                0       142.8 MB  nvidia
libnpp-dev-12.2.5.30       |                0         539 KB  nvidia
libnpp-static-12.2.5.30    |                0       139.2 MB  nvidia
libnvfatbin-12.4.127       |                0         856 KB  nvidia
libnvfatbin-dev-12.4.127   |                0         685 KB  nvidia
libnvjitlink-12.4.127      |                0        18.2 MB  nvidia
libnvjitlink-dev-12.4.127  |                0        18.1 MB  nvidia
libnvjpeg-12.3.1.117       |                0         3.0 MB  nvidia
libnvjpeg-dev-12.3.1.117   |                0          13 KB  nvidia
libnvjpeg-static-12.3.1.117|                0         2.7 MB  nvidia
nsight-compute-2024.1.1.4  |                0       667.1 MB  nvidia
------------------------------------------------------------
                                       Total:        3.47 GB

The following NEW packages will be INSTALLED:

_libgcc_mutex anaconda/pkgs/main/linux-64::_libgcc_mutex-0.1-main
_openmp_mutex anaconda/pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu
ca-certificates anaconda/pkgs/main/linux-64::ca-certificates-2024.3.11-h06a4308_0
cuda nvidia/linux-64::cuda-12.3.2-0
cuda-cccl nvidia/linux-64::cuda-cccl-12.4.127-0
cuda-command-line~ nvidia/linux-64::cuda-command-line-tools-12.4.1-0
cuda-compiler nvidia/linux-64::cuda-compiler-12.4.1-0
cuda-cudart nvidia/linux-64::cuda-cudart-12.4.127-0
cuda-cudart-dev nvidia/linux-64::cuda-cudart-dev-12.4.127-0
cuda-cudart-static nvidia/linux-64::cuda-cudart-static-12.4.127-0
cuda-cuobjdump nvidia/linux-64::cuda-cuobjdump-12.4.127-0
cuda-cupti nvidia/linux-64::cuda-cupti-12.4.127-0
cuda-cupti-static nvidia/linux-64::cuda-cupti-static-12.4.127-0
cuda-cuxxfilt nvidia/linux-64::cuda-cuxxfilt-12.4.127-0
cuda-demo-suite nvidia/linux-64::cuda-demo-suite-12.4.127-0
cuda-documentation nvidia/linux-64::cuda-documentation-12.4.127-0
cuda-driver-dev nvidia/linux-64::cuda-driver-dev-12.4.127-0
cuda-gdb nvidia/linux-64::cuda-gdb-12.4.127-0
cuda-libraries nvidia/linux-64::cuda-libraries-12.4.1-0
cuda-libraries-dev nvidia/linux-64::cuda-libraries-dev-12.4.1-0
cuda-libraries-st~ nvidia/linux-64::cuda-libraries-static-12.4.1-0
cuda-nsight nvidia/linux-64::cuda-nsight-12.4.127-0
cuda-nsight-compu~ nvidia/linux-64::cuda-nsight-compute-12.4.1-0
cuda-nvcc nvidia/linux-64::cuda-nvcc-12.4.131-0
cuda-nvdisasm nvidia/linux-64::cuda-nvdisasm-12.4.127-0
cuda-nvml-dev nvidia/linux-64::cuda-nvml-dev-12.4.127-0
cuda-nvprof nvidia/linux-64::cuda-nvprof-12.4.127-0
cuda-nvprune nvidia/linux-64::cuda-nvprune-12.4.127-0
cuda-nvrtc nvidia/linux-64::cuda-nvrtc-12.4.127-0
cuda-nvrtc-dev nvidia/linux-64::cuda-nvrtc-dev-12.4.127-0
cuda-nvrtc-static nvidia/linux-64::cuda-nvrtc-static-12.4.127-0
cuda-nvtx nvidia/linux-64::cuda-nvtx-12.4.127-0
cuda-nvvp nvidia/linux-64::cuda-nvvp-12.4.127-0
cuda-opencl nvidia/linux-64::cuda-opencl-12.4.127-0
cuda-opencl-dev nvidia/linux-64::cuda-opencl-dev-12.4.127-0
cuda-profiler-api nvidia/linux-64::cuda-profiler-api-12.4.127-0
cuda-runtime nvidia/linux-64::cuda-runtime-12.4.1-0
cuda-sanitizer-api nvidia/linux-64::cuda-sanitizer-api-12.4.127-0
cuda-toolkit nvidia/linux-64::cuda-toolkit-12.4.1-0
cuda-tools nvidia/linux-64::cuda-tools-12.4.1-0
cuda-visual-tools nvidia/linux-64::cuda-visual-tools-12.4.1-0
gds-tools nvidia/linux-64::gds-tools-1.9.1.3-0
ld_impl_linux-64 anaconda/pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1
libcublas nvidia/linux-64::libcublas-12.4.5.8-0
libcublas-dev nvidia/linux-64::libcublas-dev-12.4.5.8-0
libcublas-static nvidia/linux-64::libcublas-static-12.4.5.8-0
libcufft nvidia/linux-64::libcufft-11.2.1.3-0
libcufft-dev nvidia/linux-64::libcufft-dev-11.2.1.3-0
libcufft-static nvidia/linux-64::libcufft-static-11.2.1.3-0
libcufile nvidia/linux-64::libcufile-1.9.1.3-0
libcufile-dev nvidia/linux-64::libcufile-dev-1.9.1.3-0
libcufile-static nvidia/linux-64::libcufile-static-1.9.1.3-0
libcurand nvidia/linux-64::libcurand-10.3.5.147-0
libcurand-dev nvidia/linux-64::libcurand-dev-10.3.5.147-0
libcurand-static nvidia/linux-64::libcurand-static-10.3.5.147-0
libcusolver nvidia/linux-64::libcusolver-11.6.1.9-0
libcusolver-dev nvidia/linux-64::libcusolver-dev-11.6.1.9-0
libcusolver-static nvidia/linux-64::libcusolver-static-11.6.1.9-0
libcusparse nvidia/linux-64::libcusparse-12.3.1.170-0
libcusparse-dev nvidia/linux-64::libcusparse-dev-12.3.1.170-0
libcusparse-static nvidia/linux-64::libcusparse-static-12.3.1.170-0
libffi anaconda/pkgs/main/linux-64::libffi-3.4.4-h6a678d5_0
libgcc-ng anaconda/pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1
libgomp anaconda/pkgs/main/linux-64::libgomp-11.2.0-h1234567_1
libnpp nvidia/linux-64::libnpp-12.2.5.30-0
libnpp-dev nvidia/linux-64::libnpp-dev-12.2.5.30-0
libnpp-static nvidia/linux-64::libnpp-static-12.2.5.30-0
libnvfatbin nvidia/linux-64::libnvfatbin-12.4.127-0
libnvfatbin-dev nvidia/linux-64::libnvfatbin-dev-12.4.127-0
libnvjitlink nvidia/linux-64::libnvjitlink-12.4.127-0
libnvjitlink-dev nvidia/linux-64::libnvjitlink-dev-12.4.127-0
libnvjpeg nvidia/linux-64::libnvjpeg-12.3.1.117-0
libnvjpeg-dev nvidia/linux-64::libnvjpeg-dev-12.3.1.117-0
libnvjpeg-static nvidia/linux-64::libnvjpeg-static-12.3.1.117-0
libstdcxx-ng anaconda/pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1
ncurses anaconda/pkgs/main/linux-64::ncurses-6.4-h6a678d5_0
nsight-compute nvidia/linux-64::nsight-compute-2024.1.1.4-0
openssl anaconda/pkgs/main/linux-64::openssl-3.0.13-h7f8727e_0
pip anaconda/pkgs/main/linux-64::pip-23.3.1-py38h06a4308_0
python anaconda/pkgs/main/linux-64::python-3.8.19-h955ad1f_0
readline anaconda/pkgs/main/linux-64::readline-8.2-h5eee18b_0
setuptools anaconda/pkgs/main/linux-64::setuptools-68.2.2-py38h06a4308_0
sqlite anaconda/pkgs/main/linux-64::sqlite-3.41.2-h5eee18b_0
tk anaconda/pkgs/main/linux-64::tk-8.6.12-h1ccaba5_0
wheel anaconda/pkgs/main/linux-64::wheel-0.41.2-py38h06a4308_0
xz anaconda/pkgs/main/linux-64::xz-5.4.6-h5eee18b_0
zlib anaconda/pkgs/main/linux-64::zlib-1.2.13-h5eee18b_0

Proceed ([y]/n)? n

CondaSystemExit: Exiting.

@SkyLiu0

[ReedCao]

it seems this time moves on but new error met. @SkyLiu0

----------------------- cuPDLP-C ------------------------
reset release flags: -O2 -DNDEBUG
--------------------- cuPDLP CPU/GPU CONFIG -----------------------
-- Sets build with CUDA ON
Finding CUDA environment
- CUDA Home detected at /usr/local/cuda
- CUDA Libraries detected at /usr/local/cuda
- :/usr/local/cuda/lib64/libcudart.so;/usr/local/cuda/lib64/libcusparse.so;/usr/local/cuda/lib64/libcublas.so

• GPU version PDLP
  --------------------- cuPDLP HiGHS CONFIG -----------------------
  Finding HiGHS environment
  • HiGHS Home detected at /usr/local/bin/highs
    CMake Error at FindHiGHSConf.cmake:15 (find_library):
    Could not find HiGHS_LIBRARY using the following names: highs
    Call Stack (most recent call first):
    interface/CMakeLists.txt:24 (include)

[SkyLiu0]

Our cuPDLP-C has been integrated in a more user-friendly way into the latest COPT https://www.shanshu.ai/copt with parameter LpMethod = 6 which has supported CUDA 12.4. You can easily get a free license for academic use😉. Currently, we recommend you try COPT, while we will develop cuPDLP-C to support CUDA 12.4 in the future.