For some reason arrayfire isn't working with my nvidia GPU. I'm trying to do this with cmake.
I have the cuda toolkit correctly installed, and followed the linux linux install instructions found here https://arrayfire.org/docs/installing.htm#gsc.tab=0.
The error:
In function compileModule
In file src/backend/cuda/compile_module.cpp:297
NVRTC Error(7): NVRTC_ERROR_BUILTIN_OPERATION_FAILURE
Log:
nvrtc: error: failed to open libnvrtc-builtins.so.12.2.
Make sure that libnvrtc-builtins.so.12.2 is installed correctly.
my cmake:
cmake_minimum_required(VERSION 3.27)
project(...)
set(CMAKE_CXX_STANDARD 17)
set(CUDA_TOOLKIT_ROOT_DIR "/usr/local/cuda-11.3")
find_package(CUDAToolkit 11.3 REQUIRED)
include_directories(
${PROJECT_SOURCE_DIR}/lib/eigen-3.4.0
${CUDA_TOOLKIT_ROOT_DIR}/include
${ArrayFire_INCLUDE_DIRS}
${gtest_SOURCE_DIR}/include ${gtest_SOURCE_DIR}
)
link_directories(
${CUDA_TOOLKIT_ROOT_DIR}/lib64
)
set(ArrayFire_DIR /opt/ArrayFire-3.9.0-Linux/share/ArrayFire/cmake)
find_package(ArrayFire REQUIRED)
if(ArrayFire_CUDA_FOUND)
add_definitions(-DAF_CUDA)
elseif(ArrayFire_OpenCL_FOUND)
add_definitions(-DAF_OPENCL)
elseif(ArrayFire_CPU_FOUND)
add_definitions(-DAF_CPU)
endif()
add_subdirectory(lib/googletest)
add_executable(${PROJECT_NAME}
... my files
)
add_executable(run_gs_dbscan_tests
... my files
)
set(CUDA_LIBS
libcudart.so
libcublas.so
libcusolver.so
)
target_link_libraries(run_gs_dbscan_tests gtest gtest_main ${CUDA_LIBS} ${ArrayFire_LIBRARIES})
target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDA_LIBS} ${ArrayFire_LIBRARIES})
nvidia-smi:
Mon May 20 12:20:31 2024
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 |
|-----------------------------------------+------------------------+----------------------+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 NVIDIA GeForce RTX 3090 Off | 00000000:01:00.0 Off | N/A |
| 0% 50C P8 40W / 390W | 16MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
| 1 NVIDIA GeForce RTX 3090 Off | 00000000:4A:00.0 Off | N/A |
| 0% 49C P8 37W / 390W | 628MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
+-----------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 1994 G /usr/lib/xorg/Xorg 4MiB |
| 0 N/A N/A 2644 G /usr/lib/xorg/Xorg 4MiB |
| 1 N/A N/A 1994 G /usr/lib/xorg/Xorg 150MiB |
| 1 N/A N/A 2644 G /usr/lib/xorg/Xorg 426MiB |
| 1 N/A N/A 2812 G /usr/bin/gnome-shell 24MiB |
+-----------------------------------------------------------------------------------------+
nvcc --version:
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2021 NVIDIA Corporation
Built on Mon_May__3_19:15:13_PDT_2021
Cuda compilation tools, release 11.3, V11.3.109
Build cuda_11.3.r11.3/compiler.29920130_0
I suspect I may be missing something very trivial.
I've tried to run my Google CPP tests, which relies on ArrayFire for manipulating matrices. Was expecting it to just run normally, except it didn't - see the error message as above.
