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Refactor Backend and Layer interfaces

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This commit is contained in:
Matúš Námešný
2025-11-18 18:27:57 +01:00
parent 25670f90c4
commit 6340b27055
23 changed files with 154 additions and 201 deletions
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30
include/backend.hpp Normal file
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#pragma once
#include <cstddef>
#include "tensor.hpp"
namespace CUDANet
{
class Backend
{
public:
// Memory management
virtual void* allocate(size_t bytes) = 0;
virtual void deallocate(void* ptr) = 0;
// Tensor ops
virtual void print(const CUDANet::Tensor &input) = 0;
virtual void clear(CUDANet::Tensor &input) = 0;
virtual void sum(const CUDANet::Tensor &input, CUDANet::Tensor &sum) = 0;
virtual void max(const CUDANet::Tensor &input, CUDANet::Tensor &max) = 0;
// Layer ops
virtual void relu(CUDANet::Tensor &tensor) = 0;
virtual void sigmoid(CUDANet::Tensor &tensor) = 0;
virtual void softmax(CUDANet::Tensor &tensor, CUDANet::Tensor &temp_max, CUDANet::Tensor &temp_sum) = 0;
};
} // namespace CUDANet::Backend