copying data from device to host not working
i'm using vs2010 on windows 7 x64 and the CUDA toolkit v4.0 for my university project. I'd like to acheive a simple gpu-vs-cpu test, most of it is done, but none of my cuda tests return any results. I've checked the memory with the debugger and the device memory contained everything I needed, only the memory copying failed.
host_vector<int> addWithCuda(host_vector<int> h_a, host_vector<int> h_b)
{
int size = h_a.size();
host_vector<int> h_c(size);
// Choose which GPU to run on, change this on a multi-GPU system.
cudaError_t cudaStatus = cudaSetDevice(0);
if (cudaStatus != cudaSuccess) {
fprintf(stderr, "cudaSetDevice failed! Do you have a CUDA-capable GPU installed?");
return h_c;
}
else{
// Allocate GPU buffers for three vectors (two input, one output).
// Copy input vectors from host memory to GPU buffers.
device_vector<int> d_c=h_c;
device_vector<int> d_a=h_a;
device_vector<int> d_b=h_b;
int*d_a_ptr = raw_pointer_cast(&d_a[0]);
int*d_b_ptr = raw开发者_JS百科_pointer_cast(&d_b[0]);
int*d_c_ptr = raw_pointer_cast(&d_c[0]);
int*h_c_ptr = raw_pointer_cast(&h_c[0]);
// Launch a kernel on the GPU with one thread for each element.
addKernel<<<1, size>>>(d_c_ptr, d_a_ptr, d_b_ptr);
// cudaDeviceSynchronize waits for the kernel to finish, and returns
// any errors encountered during the launch.
cudaStatus = cudaDeviceSynchronize();
if (cudaStatus != cudaSuccess) {
fprintf(stderr, "cudaDeviceSynchronize returned error code %d after launching addKernel!\n", cudaStatus);
return h_c;
}
thrust::device_vector<int>::iterator d_it;
thrust::host_vector<int>::iterator h_it;
// Copy output vector from GPU buffer to host memory.
h_c=d_c;
printf("||Debug h_c[0]=%d\td_c[0]=%d\n",h_c[0],d_c[0]);
}
cudaStatus = cudaDeviceReset();
if (cudaStatus != cudaSuccess) {
fprintf(stderr, "cudaDeviceReset failed!");
}
return h_c;
}
Note the code line "h_c=d_c;". In thrust this was supposed to copy data from d_c(a device vector) to h_c(a host vector). This line doesn't fail, but doesn't execute correctly either. The h_c remains all 0 all the way.
I've tried several other methods like
thrust::copy(d_c.begin(),d_c.end(),h_c.begin());
or
cudaMemcpy(h_c_ptr,d_c_ptr,size*sizeof(int),cudaMemcpyDeviceToHost);
or even
for(int i=0;i < size;++i)h_c[i]=d_c[i];
Nothing worked. I'm lost here.
Anyone had anything similar? All help apreciated.
You only create "h_c", but haven't initialized "h_c". I think that is the problem. No the memory copy problem
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