geopm 3.1.1.dev410+g40bf96ed
GEOPM - Global Extensible Open Power Manager
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TensorTwoD.hpp
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1/*
2 * Copyright (c) 2015 - 2024 Intel Corporation
3 * SPDX-License-Identifier: BSD-3-Clause
4 */
5
6#ifndef TENSORTWOD_HPP_INCLUDE
7#define TENSORTWOD_HPP_INCLUDE
8
9#include <cstdint>
10#include <memory>
11#include <vector>
12
13#include "TensorOneD.hpp"
14
15namespace geopm
16{
17 class TensorMath;
18
22 {
23 public:
24 TensorTwoD();
26 TensorTwoD(size_t rows, size_t cols);
28 TensorTwoD(size_t rows, size_t cols, std::shared_ptr<TensorMath> math);
32 TensorTwoD(const TensorTwoD &other);
33
34 TensorTwoD(TensorTwoD &&other);
41 TensorTwoD(const std::vector<std::vector<double> > &input);
49 TensorTwoD(const std::vector<std::vector<double> > &input,
50 std::shared_ptr<TensorMath> math);
57 TensorTwoD(const std::vector<TensorOneD> &input);
65 TensorTwoD(const std::vector<TensorOneD> &input, std::shared_ptr<TensorMath> math);
69 size_t get_rows() const;
73 size_t get_cols() const;
86 void set_dim(size_t rows, size_t cols);
93 TensorOneD operator*(const TensorOneD &) const;
99 TensorOneD &operator[](size_t idx);
105 TensorOneD operator[](size_t idx) const;
109 TensorTwoD& operator=(const TensorTwoD &other);
110
113 // data
116 bool operator==(const TensorTwoD &other) const;
117
121 const std::vector<TensorOneD> &get_data() const;
122
124 void set_data(const std::vector<TensorOneD> &);
125
126 virtual ~TensorTwoD() = default;
127 private:
128 std::vector<TensorOneD> m_mat;
129 std::shared_ptr<TensorMath> m_math;
130 };
131}
132#endif
Class to store and perform operations on 1D Tensors, aka vectors, suitable for use in feed-forward ne...
Definition TensorOneD.hpp:21
Class to manage data and operations related to 2D Tensors required for neural net inference.
Definition TensorTwoD.hpp:22
size_t get_rows() const
Get number of rows in the 2D tensor.
Definition TensorTwoD.cpp:80
TensorTwoD()
Definition TensorTwoD.cpp:16
void set_data(const std::vector< TensorOneD > &)
Set the contents as a vector of tensors.
Definition TensorTwoD.cpp:150
void set_dim(size_t rows, size_t cols)
Set dimensions of 2D tensor.
Definition TensorTwoD.cpp:93
bool operator==(const TensorTwoD &other) const
Overload == operator to do comparison of the underlying.
Definition TensorTwoD.cpp:140
TensorOneD & operator[](size_t idx)
Reference indexing of 1D Tensor at idx of the 2D Tensor.
Definition TensorTwoD.cpp:112
virtual ~TensorTwoD()=default
TensorTwoD & operator=(const TensorTwoD &other)
Oerload = operator with an in-place deep copy.
Definition TensorTwoD.cpp:122
TensorOneD operator*(const TensorOneD &) const
Multiply a 2D tensor by a 1D tensor.
Definition TensorTwoD.cpp:107
const std::vector< TensorOneD > & get_data() const
Return the tensor as a vector of tensors.
Definition TensorTwoD.cpp:145
size_t get_cols() const
get number of columns in 2D tensor
Definition TensorTwoD.cpp:85
Definition Accumulator.cpp:12