HelloCuda 系列 第四章: CUDA Profiling

• nvprof

nvprof --metrics achieved_occupancy,kernel_duration ./a.out

• Check Available Memory

   size_t freeMem, totalMem;
   cudaError_t err = cudaMemGetInfo(&freeMem, &totalMem);

   if (err != cudaSuccess) {
      fprintf(stderr, "Error: %s\n", cudaGetErrorString(err));
      exit(EXIT_FAILURE);
   }

   printf("可用显存: %.2f MB, 总显存: %.2f MB\n",
         freeMem/1024.0/1024.0,
         totalMem/1024.0/1024.0);