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Minmax_cuda.h

Jan 17th, 2023
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  1. // minmax.h CUDA attempt
  2. #include <cuda_runtime.h>
  3.  
  4. __global__ void example_kernel(float *data, int size) {
  5.     int i = threadIdx.x + blockIdx.x * blockDim.x;
  6.     if (i < size) {
  7.         data[i] = __functions min(data[i], 10.0f); // Clamp the value to a maximum of 10
  8.         data[i] = __functions max(data[i], -10.0f); // Clamp the value to a minimum of -10
  9.         data[i] = __functions clamp(data[i], -5.0f, 5.0f); // Clamp the value to a range of -5 to 5
  10.     }
  11. }
  12. //AND ADDITIONAL:
  13. float *data;
  14. // Allocate memory for data on the GPU
  15. cudaMalloc(&data, size * sizeof(float));
  16.  
  17. // Copy data to the GPU
  18. cudaMemcpy(data, host_data, size * sizeof(float), cudaMemcpyHostToDevice);
  19.  
  20. // Launch the kernel
  21. example_kernel<<<1, size>>>(data, size);
  22.  
  23. // Copy data back to the host
  24. cudaMemcpy(host_data, data, size * sizeof(float), cudaMemcpyDeviceToHost);
  25.  
  26. // Free GPU memory
  27. cudaFree(data);
  28.  
Tags: CUDA
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