NetworkArchitectures.h

#pragma once
#include "SparseConvNet.h"

class DeepCNet : public SparseConvNet {
public:
  DeepCNet(int dimension, int l, int k, ActivationFunction fn,
           int nInputFeatures, int nClasses, float p = 0.0f,
           int cudaDevice = -1, int nTop = 1);
};

class DeepC2 : public SparseConvNet {
public:
  DeepC2(int dimension, int l, int k, ActivationFunction fn, int nInputFeatures,
         int nClasses, float p = 0.0f, int cudaDevice = -1, int nTop = 1);
};

class DeepCNiN : public SparseConvNet {
public:
  DeepCNiN(int dimension, int l, int k, ActivationFunction fn,
           int nInputFeatures, int nClasses, float p = 0.0f,
           int cudaDevice = -1, int nTop = 1);
};

class DeepC2C2 : public SparseConvNet {
public:
  DeepC2C2(int dimension, int l, int k, ActivationFunction fn,
           int nInputFeatures, int nClasses, float p = 0.0f,
           int cudaDevice = -1, int nTop = 1);
};

class POFMPSparseConvNet : public SparseConvNet {
public:
  POFMPSparseConvNet(int dimension, int l, int k, float fmpShrink,
                     ActivationFunction fn, int nInputFeatures, int nClasses,
                     float p = 0.0f, int cudaDevice = -1, int nTop = 1);
};

class ROFMPSparseConvNet : public SparseConvNet {
public:
  ROFMPSparseConvNet(int dimension, int l, int k, float fmpShrink,
                     ActivationFunction fn, int nInputFeatures, int nClasses,
                     float p = 0.0f, int cudaDevice = -1, int nTop = 1);
};

class PDFMPSparseConvNet : public SparseConvNet {
public:
  PDFMPSparseConvNet(int dimension, int l, int k, float fmpShrink,
                     ActivationFunction fn, int nInputFeatures, int nClasses,
                     float p = 0.0f, int cudaDevice = -1, int nTop = 1);
};

class RDFMPSparseConvNet : public SparseConvNet {
public:
  RDFMPSparseConvNet(int dimension, int l, int k, float fmpShrink,
                     ActivationFunction fn, int nInputFeatures, int nClasses,
                     float p = 0.0f, int cudaDevice = -1, int nTop = 1);
};