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26 lines
738 B
C++
26 lines
738 B
C++
#pragma once
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#include "backend.hpp"
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#include "tensor.hpp"
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namespace CUDANet::Backend {
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class CPU : public Backend {
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public:
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// Memory management
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void* allocate(size_t bytes) override;
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void deallocate(void* ptr) override;
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// Tensor ops
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void print(const CUDANet::Tensor &input) override;
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void zero(CUDANet::Tensor &input) override;
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void sum(const CUDANet::Tensor &input, CUDANet::Tensor &sum) override;
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void max(const CUDANet::Tensor &input, CUDANet::Tensor &max) override;
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// Layer ops
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void relu(CUDANet::Tensor &tensor) override;
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void sigmoid(CUDANet::Tensor &tensor) override;
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void softmax(CUDANet::Tensor &tensor, CUDANet::Tensor &temp_max, CUDANet::Tensor &temp_sum) override;
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};
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} |