Problem with building from source

[ARman-AT]

I have ubunutu 22.04 with cuda 12.0 and cudnn 8.8.1,
when i try cmake -DCMAKE_BUILD_TYPE=Release .. everything works fine and i get this:

Details

`cmake -DCMAKE_BUILD_TYPE=Release ..
-- The CXX compiler identification is GNU 12.3.0
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /usr/bin/c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Looking for a CUDA compiler
-- Looking for a CUDA compiler - /usr/local/cuda-12.0/bin/nvcc
-- The CUDA compiler identification is NVIDIA 12.0.76
-- Detecting CUDA compiler ABI info
-- Detecting CUDA compiler ABI info - done
-- Check for working CUDA compiler: /usr/local/cuda-12.0/bin/nvcc - skipped
-- Detecting CUDA compile features
-- Detecting CUDA compile features - done
-- Found CUDAToolkit: /usr/local/cuda-12.0/include (found version "12.0.76")
-- Looking for C++ include pthread.h
-- Looking for C++ include pthread.h - found
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success
-- Found Threads: TRUE
-- Found CUDNN: /usr/lib/x86_64-linux-gnu/libcudnn_cnn_infer_static.a;/usr/lib/x86_64-linux-gnu/libcudnn_ops_infer_static.a (found version "8.8.1")
-- Found ZLIB: /usr/lib/x86_64-linux-gnu/libz.so (found version "1.2.11")
-- Found OpenMP_CXX: -fopenmp (found version "4.5")
-- Found OpenMP: TRUE (found version "4.5")
-- pybind11 v2.9.2
-- Found PythonInterp: /home/arman/miniconda3/bin/python (found version "3.12.4")
-- Found PythonLibs: /home/arman/miniconda3/lib/libpython3.12.so
-- Performing Test HAS_FLTO
-- Performing Test HAS_FLTO - Success

-- Summary:
-- Optimization Flags: ------------ -march=native
-- CUDA Archutecutre List: -------- 50;52;53;60;61;62;70;72;75;80;86;87;89;90
-- Python Interface: -------------- ON
-- CUDA: -------------------------- ON
-- CUDNN: ------------------------- ON
-- DNNL: -------------------------- OFF
-- BLAS: -------------------------- OFF

-- Configuring done
CMake Warning (dev) at CMakeLists.txt:186 (add_library):
Policy CMP0069 is not set: INTERPROCEDURAL_OPTIMIZATION is enforced when
enabled. Run "cmake --help-policy CMP0069" for policy details. Use the
cmake_policy command to set the policy and suppress this warning.

INTERPROCEDURAL_OPTIMIZATION property will be ignored for target
'spyker_plugin'.
This warning is for project developers. Use -Wno-dev to suppress it.

-- Generating done
-- Build files have been written to: /home/arman/spyker/Spyker/build
`

and then when i try make -j 8 i get this error :

Details

[ 3%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/backprop.cpp.o [ 3%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/canny.cpp.o [ 5%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/code.cpp.o [ 7%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/conv.cpp.o [ 9%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/dog.cpp.o [ 11%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/fire.cpp.o [ 13%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/fc.cpp.o [ 15%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/inhibit.cpp.o [ 17%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/init.cpp.o [ 19%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/memory.cpp.o [ 21%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/pool.cpp.o [ 23%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/stdp.cpp.o [ 25%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/time.cpp.o [ 26%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/wta.cpp.o [ 28%] Building CXX object CMakeFiles/spyker.dir/src/spyker/cpu/zca.cpp.o [ 30%] Building CXX object CMakeFiles/spyker.dir/src/spyker/helper/csv.cpp.o [ 32%] Building CXX object CMakeFiles/spyker.dir/src/spyker/helper/image.cpp.o [ 34%] Building CXX object CMakeFiles/spyker.dir/src/spyker/helper/mnist.cpp.o [ 36%] Building CXX object CMakeFiles/spyker.dir/src/spyker/impl.cpp.o [ 38%] Building CXX object CMakeFiles/spyker.dir/src/spyker/opers.cpp.o [ 40%] Building CXX object CMakeFiles/spyker.dir/src/spyker/shape.cpp.o [ 42%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/base.cpp.o [ 44%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/code.cpp.o [ 46%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/conv.cpp.o [ 48%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/inhibit.cpp.o [ 50%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/opers.cpp.o [ 51%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/pad.cpp.o [ 53%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/pool.cpp.o [ 55%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/stdp.cpp.o [ 57%] Building CXX object CMakeFiles/spyker.dir/src/spyker/sparse/wta.cpp.o [ 59%] Building CXX object CMakeFiles/spyker.dir/src/spyker/utils.cpp.o [ 61%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/backprop.cu.o [ 63%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/base.cu.o [ 65%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/canny.cu.o [ 67%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/code.cu.o [ 69%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/conv.cu.o [ 71%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/dog.cu.o [ 73%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/fc.cu.o [ 75%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/fire.cu.o [ 76%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/inhibit.cu.o [ 78%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/memory.cu.o [ 80%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/pool.cu.o [ 82%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/stdp.cu.o [ 84%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/time.cu.o [ 86%] Building CUDA object CMakeFiles/spyker.dir/src/spyker/cuda/wta.cu.o [ 88%] Linking CXX static library libspyker.a [ 88%] Built target spyker [ 90%] Building CXX object CMakeFiles/play.dir/play/play.cpp.o [ 92%] Building CXX object CMakeFiles/spyker_plugin.dir/src/bind/bind.cpp.o [ 94%] Linking CUDA device code CMakeFiles/play.dir/cmake_device_link.o [ 96%] Linking CUDA device code CMakeFiles/spyker_plugin.dir/cmake_device_link.o [ 98%] Linking CXX executable play /usr/bin/ld: /usr/lib/x86_64-linux-gnu/libcudnn_ops_infer_static.a(nvrtcHelperStatic.o): in function nvrtcHelper::load(bool)':
nvrtcHelperStatic.cpp:(.text+0x68): undefined reference to nvrtcVersion' /usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x7c): undefined reference to nvrtcCreateProgram'
/usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x87): undefined reference to nvrtcGetProgramLogSize' /usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x8e): undefined reference to nvrtcCompileProgram'
/usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x95): undefined reference to nvrtcGetProgramLog' /usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x9c): undefined reference to nvrtcGetPTXSize'
/usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0xa3): undefined reference to nvrtcGetPTX' /usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0xaa): undefined reference to nvrtcGetCUBINSize'
/usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0xb1): undefined reference to nvrtcDestroyProgram' /usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0xb8): undefined reference to nvrtcGetCUBIN'
/usr/bin/ld: nvrtcHelperStatic.cpp:(.text+0x353): undefined reference to __nvrtcCPEx' [100%] Linking CXX shared module spyker_plugin.cpython-312-x86_64-linux-gnu.so collect2: error: ld returned 1 exit status make[2]: *** [CMakeFiles/play.dir/build.make:127: play] Error 1 make[1]: *** [CMakeFiles/Makefile2:156: CMakeFiles/play.dir/all] Error 2 make[1]: *** Waiting for unfinished jobs.... [100%] Built target spyker_plugin make: *** [Makefile:91: all] Error 2

i tried this code to make sure i have nvrtc pachage installed:

#include <iostream>
#include <nvrtc.h>

void checkNVRTC() {
    int major, minor;
    nvrtcResult result = nvrtcVersion(&major, &minor);
    if (result == NVRTC_SUCCESS) {
        std::cout << "NVRTC version: " << major << "." << minor << std::endl;
    } else {
        std::cerr << "Failed to get NVRTC version: " << nvrtcGetErrorString(result) << std::endl;
    }

    nvrtcProgram prog;
    const char* progName = "test_program";
    const char* cudaSource = "extern \"C\" __global__ void kernel() { }";

    // Create the program
    result = nvrtcCreateProgram(&prog, cudaSource, progName, 0, nullptr, nullptr);
    if (result != NVRTC_SUCCESS) {
        std::cerr << "Failed to create NVRTC program: " << nvrtcGetErrorString(result) << std::endl;
        return;
    }

    // Compile the program
    result = nvrtcCompileProgram(prog, 0, nullptr);
    if (result != NVRTC_SUCCESS) {
        std::cerr << "NVRTC compilation failed: " << nvrtcGetErrorString(result) << std::endl;
        size_t logSize;
        nvrtcGetProgramLogSize(prog, &logSize);
        char* log = new char[logSize];
        nvrtcGetProgramLog(prog, log);
        std::cerr << log << std::endl;
        delete[] log;
        nvrtcDestroyProgram(&prog);
        return;
    }

    std::cout << "NVRTC compilation succeeded." << std::endl;

    // Clean up
    nvrtcDestroyProgram(&prog);
}

int main() {
    std::cout << "Checking NVRTC..." << std::endl;
    checkNVRTC();
    return 0;
}

and i got this error:

Details

g++ nvrtc_test.cpp -o nvrtc_test -lnvrtc
nvrtc_test.cpp:1:10: fatal error: nvrtc.h: No such file or directory
1 | #include <nvrtc.h>
| ^~~~~~~~~
compilation terminated.

realizing cpp can't find nvrtc package so i added these lines into bashrc:

export C_INCLUDE_PATH=/usr/local/cuda/include:$C_INCLUDE_PATH
export CPLUS_INCLUDE_PATH=/usr/local/cuda/include:$CPLUS_INCLUDE_PATH

now nvrtc works fine with cpp but i still have problem with spyker.

thanks in advance