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- // minmax.h CUDA attempt
- #include <cuda_runtime.h>
- __global__ void example_kernel(float *data, int size) {
- int i = threadIdx.x + blockIdx.x * blockDim.x;
- if (i < size) {
- data[i] = __functions min(data[i], 10.0f); // Clamp the value to a maximum of 10
- data[i] = __functions max(data[i], -10.0f); // Clamp the value to a minimum of -10
- data[i] = __functions clamp(data[i], -5.0f, 5.0f); // Clamp the value to a range of -5 to 5
- }
- }
- //AND ADDITIONAL:
- float *data;
- // Allocate memory for data on the GPU
- cudaMalloc(&data, size * sizeof(float));
- // Copy data to the GPU
- cudaMemcpy(data, host_data, size * sizeof(float), cudaMemcpyHostToDevice);
- // Launch the kernel
- example_kernel<<<1, size>>>(data, size);
- // Copy data back to the host
- cudaMemcpy(host_data, data, size * sizeof(float), cudaMemcpyDeviceToHost);
- // Free GPU memory
- cudaFree(data);
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