#ifndef STIM_CUDA_ARRAY_ABS_H #define STIM_CUDA_ARRAY_ABS_H namespace stim{ namespace cuda{ template __global__ void cuda_abs(T* a, unsigned int N){ //calculate the 1D index for this thread int i = blockIdx.x * blockDim.x + threadIdx.x; if(i < N) a[i] = abs(a[i]); } template void gpu_abs(T* a, unsigned int N){ //get the maximum number of threads per block for the CUDA device int threads = stim::maxThreadsPerBlock(); //calculate the number of blocks int blocks = N / threads + (N%threads == 0 ? 0:1); //call the kernel to do the multiplication cuda_abs <<< blocks, threads >>>(a, N); } template void cpu_abs(T* a, unsigned int N){ //calculate the number of bytes in the array unsigned int bytes = N * sizeof(T); //allocate memory on the GPU for the array T* gpuA; HANDLE_ERROR( cudaMalloc(&gpuA, bytes) ); //copy the array to the GPU HANDLE_ERROR( cudaMemcpy(gpuA, a, bytes, cudaMemcpyHostToDevice) ); //call the GPU version of this function gpu_abs(gpuA, N); //copy the array back to the CPU HANDLE_ERROR( cudaMemcpy(a, gpuA, bytes, cudaMemcpyDeviceToHost) ); //free allocated memory cudaFree(gpuA); } } //end namespace cuda } //end namespace stim #endif