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https://github.com/lordmathis/CUDANet.git
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30 lines
774 B
C++
30 lines
774 B
C++
#pragma once
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#include <cstddef>
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#include "tensor.hpp"
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namespace CUDANet
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{
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class Backend
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{
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public:
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// Memory management
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virtual void* allocate(size_t bytes) = 0;
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virtual void deallocate(void* ptr) = 0;
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// Tensor ops
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virtual void print(const CUDANet::Tensor &input) = 0;
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virtual void zero(CUDANet::Tensor &input) = 0;
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virtual void sum(const CUDANet::Tensor &input, CUDANet::Tensor &sum) = 0;
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virtual void max(const CUDANet::Tensor &input, CUDANet::Tensor &max) = 0;
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// Layer ops
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virtual void relu(CUDANet::Tensor &tensor) = 0;
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virtual void sigmoid(CUDANet::Tensor &tensor) = 0;
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virtual void softmax(CUDANet::Tensor &tensor, CUDANet::Tensor &temp_max, CUDANet::Tensor &temp_sum) = 0;
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};
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} // namespace CUDANet::Backend
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