Migrate concat layer

This commit is contained in:
2024-09-09 22:16:22 +02:00
parent a0665fb05c
commit fe7c16ac36
6 changed files with 80 additions and 42 deletions

View File

@@ -0,0 +1,31 @@
#include "concat.hpp"
#include "cuda_helper.cuh"
using namespace CUDANet::Layers;
void Concat::initCUDA() {
d_output = nullptr;
CUDA_CHECK(
cudaMalloc((void**)&d_output, sizeof(float) * (inputASize + inputBSize))
);
}
void Concat::delCUDA() {
cudaFree(d_output);
}
float* Concat::forwardCUDA(const float* d_input_A, const float* d_input_B) {
CUDA_CHECK(cudaMemcpy(
d_output, d_input_A, sizeof(float) * inputASize,
cudaMemcpyDeviceToDevice
));
CUDA_CHECK(cudaMemcpy(
d_output + inputASize, d_input_B, sizeof(float) * inputBSize,
cudaMemcpyDeviceToDevice
));
CUDA_CHECK(cudaDeviceSynchronize());
return d_output;
}