MNIST::PositiveLimitedWeights Class Reference

#include <mnist_mlp.hpp>

Public Member Functions
void	setup (std::vector< cypress::Matrix< Real >> &layers)
void	constrain_weights (std::vector< cypress::Matrix< Real >> &layers)

Public Attributes
Real	m_max = 0.0

Detailed Description

Definition at line 163 of file mnist_mlp.hpp.

Member Function Documentation

void MNIST::PositiveLimitedWeights::constrain_weights ( std::vector< cypress::Matrix< Real >> &  layers )

inline

Definition at line 176 of file mnist_mlp.hpp.

    {
        for (auto &i : layers) {
            for (auto &j : i) {
                if (j < 0.0) {
                    j = 0.0;
                }
                if (j > m_max) {
                    j = m_max;
                }
            }
        }
    }

void MNIST::PositiveLimitedWeights::setup ( std::vector< cypress::Matrix< Real >> &  layers )

inline

Definition at line 167 of file mnist_mlp.hpp.

    {
        for (auto &layer : layers) {
            auto w = mnist_helper::max_weight(layer);
            if (w > m_max)
                m_max = w;
        }
    }

Member Data Documentation

Real MNIST::PositiveLimitedWeights::m_max = 0.0

Definition at line 165 of file mnist_mlp.hpp.

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The documentation for this class was generated from the following file:

• source/SNABs/mnist/mnist_mlp.hpp