Mathis/CUDANet
1
0
Fork 0
mirror of https://github.com/lordmathis/CUDANet.git synced 2025-12-22 22:34:22 +00:00
Code Issues Packages Projects Releases Wiki Activity

WIP Migrate vector utils to Tesnor

Browse Source
This commit is contained in:
Matúš Námešný
2025-11-17 22:15:19 +01:00
parent 6133fb20af
commit 6744c8964f
8 changed files with 96 additions and 190 deletions
Download Patch File Download Diff File Expand all files Collapse all files

9
include/backend/backend.hpp
View File

@@ -1,6 +1,7 @@
#pragma once
#include <cstddef>
#include "backend/tensor.hpp"
namespace CUDANet::Backend
{
@@ -13,7 +14,13 @@ public:
virtual void* allocate(size_t bytes) = 0;
virtual void deallocate(void* ptr) = 0;
// Layer operations
// Tensor ops
virtual void print(const CUDANet::Backend::Tensor &input) = 0;
virtual void clear(CUDANet::Backend::Tensor &input) = 0;
virtual void sum(const CUDANet::Backend::Tensor &input, CUDANet::Backend::Tensor &sum) = 0;
virtual void max(const CUDANet::Backend::Tensor &input, CUDANet::Backend::Tensor &max) = 0;
// Layer ops
virtual void relu(CUDANet::Backend::Tensor &tensor) = 0;
virtual void sigmoid(CUDANet::Backend::Tensor &tensor) = 0;
virtual void softmax(CUDANet::Backend::Tensor &tensor, CUDANet::Backend::Tensor &temp_max, CUDANet::Backend::Tensor &temp_sum) = 0;