geopm 3.1.1.dev414+g0e57f5ae
GEOPM - Global Extensible Open Power Manager
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NNFactoryImp.hpp
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1/*
2 * Copyright (c) 2015 - 2024 Intel Corporation
3 * SPDX-License-Identifier: BSD-3-Clause
4 */
5
6#ifndef NNFACTORYIMP_HPP_INCLUDE
7#define NNFACTORYIMP_HPP_INCLUDE
8
9#include "NNFactory.hpp"
10
11namespace geopm
12{
13 class NNFactoryImp : public NNFactory {
14 public:
15 NNFactoryImp() = default;
16 virtual ~NNFactoryImp() = default;
17
18 std::shared_ptr<LocalNeuralNet> createLocalNeuralNet(
19 const std::vector<std::shared_ptr<DenseLayer> > &layers) const override;
20 std::shared_ptr<DenseLayer> createDenseLayer(const TensorTwoD &weights,
21 const TensorOneD &biases) const override;
22 TensorTwoD createTensorTwoD(const std::vector<std::vector<double> > &vals)
23 const override;
24 TensorOneD createTensorOneD(const std::vector<double> &vals) const override;
25 };
26}
27
28#endif // NNFACTORYIMP_HPP_INCLUDE
Class to generate objects related to feed-forward neural nets, i.e. TensorOneD, TensorTwoD,...
Definition NNFactory.hpp:21
Definition NNFactoryImp.hpp:13
TensorOneD createTensorOneD(const std::vector< double > &vals) const override
Create a TensorOneD object.
Definition NNFactory.cpp:41
std::shared_ptr< DenseLayer > createDenseLayer(const TensorTwoD &weights, const TensorOneD &biases) const override
Create a Dense Layer.
Definition NNFactory.cpp:30
std::shared_ptr< LocalNeuralNet > createLocalNeuralNet(const std::vector< std::shared_ptr< DenseLayer > > &layers) const override
Create a LocalNeuralNet.
Definition NNFactory.cpp:24
TensorTwoD createTensorTwoD(const std::vector< std::vector< double > > &vals) const override
Create a TensorTwoD object.
Definition NNFactory.cpp:36
NNFactoryImp()=default
virtual ~NNFactoryImp()=default
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
Definition Accumulator.cpp:12