Created
April 7, 2021 09:28
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CUDA test on the fly
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#include <cuda_runtime.h> | |
#include <vector> | |
#include <random> | |
#include <iostream> | |
__global__ void kernel(const int* a, const int* b, int* c) | |
{ | |
int index = threadIdx.x; | |
c[index] = a[index] * b[index]; | |
} | |
std::ostream& operator<<(std::ostream& os, const std::vector<int>& vec) | |
{ | |
os << "{"; | |
for (const auto& value : vec) | |
{ | |
os << value; | |
os << ", "; | |
} | |
os << "}"; | |
return os; | |
} | |
void cuda_error(int line, cudaError_t error) | |
{ | |
if (error == cudaSuccess) return; | |
std::cerr << "Error at line: " << line << " (" << error << ")"; | |
exit(0); | |
} | |
int main() | |
{ | |
std::vector<int> h_a(100, 0); | |
std::vector<int> h_b(100, 0); | |
std::vector<int> h_c(100, 0); | |
for (auto& value : h_a) | |
{ | |
value = rand(); | |
} | |
for (auto& value : h_b) | |
{ | |
value = rand(); | |
} | |
int* d_a; | |
int* d_b; | |
int* d_c; | |
cudaError_t cudaStatus; | |
cudaStatus = cudaSetDevice(0); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaMalloc(&d_a, 100 * sizeof(int)); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaMalloc(&d_b, 100 * sizeof(int)); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaMalloc(&d_c, 100 * sizeof(int)); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaMemcpy( | |
d_a, | |
h_a.data(), | |
100 * sizeof(int), | |
cudaMemcpyHostToDevice); | |
cuda_error(__LINE__ - 5, cudaStatus); | |
cudaStatus = cudaMemcpy( | |
d_b, | |
h_b.data(), | |
100 * sizeof(int), | |
cudaMemcpyHostToDevice); | |
cuda_error(__LINE__ - 5, cudaStatus); | |
kernel<<<1, 100>>>(d_a, d_b, d_c); | |
cudaStatus = cudaGetLastError(); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaDeviceSynchronize(); | |
cuda_error(__LINE__ - 1, cudaStatus); | |
cudaStatus = cudaMemcpy( | |
h_c.data(), | |
d_c, | |
100 * sizeof(int), | |
cudaMemcpyDeviceToHost); | |
cuda_error(__LINE__ - 5, cudaStatus); | |
std::cout << h_a << std::endl; | |
std::cout << h_b << std::endl; | |
std::cout << h_c << std::endl; | |
cudaFree(d_a); | |
cudaFree(d_b); | |
cudaFree(d_c); | |
return 0; | |
} |
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