Implement Add layer

This commit is contained in:
2024-03-18 20:37:13 +01:00
parent d9c6c663c8
commit 8d14b74f66
3 changed files with 70 additions and 0 deletions

29
src/layers/add.cu Normal file
View File

@@ -0,0 +1,29 @@
#include "add.cuh"
#include "matmul.cuh"
#include "cuda_helper.cuh"
using namespace CUDANet;
Layers::Add::Add(int inputSize)
: inputSize(inputSize) {
d_output = nullptr;
CUDA_CHECK(cudaMalloc((void**)&d_output, sizeof(float) * inputSize));
gridSize = (inputSize + BLOCK_SIZE - 1) / BLOCK_SIZE;
}
Layers::Add::~Add() {
cudaFree(d_output);
}
float* Layers::Add::forward(const float* d_inputA, const float* d_inputB) {
Kernels::vec_vec_add<<<gridSize, BLOCK_SIZE>>>(
d_inputA, d_inputB, d_output, inputSize
);
}