I am trying to call a CUDA function from my Go code. I have the following three files.
test.h:
int test_add(void);
test.cu:
__global__ void add(int *a, int *b, int *c){
*c = *a + *b;
}
int test_add(void) {
int a, b, c; // host copies of a, b, c
int *d_a, *d_b, *d_c; // device copies of a, b, c
int size = sizeof(int);
// Allocate space for device copies of a, b, c
cudaMalloc((void **)&d_a, size);
cudaMalloc((void **)&d_b, size);
cudaMalloc((void **)&d_c, size);
// Setup input values
a = 2;
b = 7;
// Copy inputs to device
cudaMemcpy(d_a, &a, size, cudaMemcpyHostToDevice);
cudaMemcpy(d_b, &b, size, cudaMemcpyHostToDevice);
// Launch add() kernel on GPU
add<<<1,1>>>(d_a, d_b, d_c);
// Copy result back to host
cudaMemcpy(&c, d_c, size, cudaMemcpyDeviceToHost);
// Cleanup
cudaFree(d_a); cudaFree(d_b); cudaFree(d_c);
return 0;
}
test.go:
package main
import "fmt"
//#cgo CFLAGS: -I.
//#cgo LDFLAGS: -L. -ltest
//#cgo LDFLAGS: -lcudart
//#include <test.h>
import "C"
func main() {
fmt.Printf("Invoking cuda library...
")
fmt.Println("Done ", C.test_add())
}
I am compiling CUDA code with:
nvcc -m64 -arch=sm_20 -o libtest.so --shared -Xcompiler -fPIC test.cu
All three files - test.h, test.cu and test.go are in the same directory. The error I am getting when I try to build with go is "undefined reference to `test_add'".
I have very little experience with C/C++ and am a total novice in CUDA.
I've been trying to solve my problem for two days now and would be very grateful for any input.
Thanks.