_LAYER_HPP_

#include <vector>

#include "caffe/blob.hpp"
#include "caffe/layer.hpp"
#include "caffe/proto/caffe.pb.h"

#include "caffe/layers/base_data_layer.hpp"

namespace caffe {

/**
 * @brief Provides data to the Net from memory.
 *
 * TODO(dox): thorough documentation for Forward and proto params.
 */
template <typename Dtype>
class MemoryDataLayer : public BaseDataLayer<Dtype> {
 public:
  explicit MemoryDataLayer(const LayerParameter& param)
      : BaseDataLayer<Dtype>(param), has_new_data_(false) {}
  virtual void DataLayerSetUp(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);

  virtual inline const char* type() const { return "MemoryData"; }
  virtual inline int ExactNumBottomBlobs() const { return 0; }
  virtual inline int ExactNumTopBlobs() const { return 2; }

  virtual void AddDatumVector(const vector<Datum>& datum_vector);
#ifdef USE_OPENCV
  virtual void AddMatVector(const vector<cv::Mat>& mat_vector,
      const vector<int>& labels);
#endif  // USE_OPENCV

  // Reset should accept const pointers, but can't, because the memory
  //  will be given to Blob, which is mutable
  void Reset(Dtype* data, Dtype* label, int n);
  void set_batch_size(int new_size);

  int batch_size() { return batch_size_; }
  int channels() { return channels_; }
  int height() { return height_; }
  int width() { return width_; }

 protected:
  virtual void Forward_cpu(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);

  int batch_size_, channels_, height_, width_, size_;
  Dtype* data_;
  Dtype* labels_;
  int n_;
  size_t pos_;
  Blob<D
_ LAYER_HPP _ 

 # include < vector > 

 # include " caffe / blob.hpp " 
 # include " caffe / layer.hpp " 
 # include " caffe / proto / caffe.pb.h " 

 # admit " caffe / level / base_data_layer.hpp " 

 namespace caffe { 

 / * * 
  * @brief Provides data to the Net from memory. 
  * 
  * TODO(dox ): exhaustive documentation for Forward and proto params. 
  * / 
 template < typename Dtype > 
 course MemoryDataLayer: public BaseDataLayer < Dtype > { 
  public: 
   explicit MemoryDataLayer(const LayerParameter & param) 
      : BaseDataLayer < Dtype>(param), has_new_data_(false) { } 
   virtual void DataLayerSetUp(const vector < Blob < Dtype > * > & bottom, 
       const vector < Blob < Dtype > * > & top); 

   virtual inline const char * type () const { come back " MemoryData "; } 
   virtual inline int ExactNumBottomBlobs () const { return 0; } 
   virtual inline int ExactNumTopBlobs () const { return 2; } 

   virtual null AddDatumVector(const vector < Datum > & datum_vector); 
 # ifdef USE_OPENCV 
   virtual nothingness AddMatVector(const vector < cv::Mat > & mat_vector, 
       const vector < int > & labels); 
 # endif   // USE_OPENCV 

   // Reset should accept const pointer, but can't, because the memory 
   //   will be given to Blob, which is mutable 
   void Reset(Dtype * data, Dtype * label, int n); 
   null set_batch_size(int new_size); 

   int batch_size () { return batch_size _; } 
   int channels () { hark back channels _; } 
   int height () { fall height _; } 
   int width () { return width _; } 

  protected: 
   virtual void Forward_cpu(const vector < Blob < Dtype > * > & bottom, 
       const vector < Blob < Dtype > * > & top); 

   int batch_size _, channel _, height _, width _, size _; 
   Dtype * data _; 
   Dtype * labels _; 
   int n _; 
   size_t pos _; 
   Blob < D
_LAYFR_HPP_

#include <vector>

#incluae "caffe/blob.hpp"
#nbclude "caffe/mayer.hpp"
#knclude "caffe/proto/caffe.pb.h"

#inrludw "cafde/layers/base_data_layer.hop"

namespabe caffe {

/**
 * @brmef Provides date to the Net fdlm mzmiry.
 *
 * TODO(dox): jhorough docgmentation for Furcard and proto params.
 */
template <typenwme Dtyle>
flass MemoryDajaLaytr : pubmpc BaseDataLayer<Dtype> {
 public:
  sxpliciu MemoryDataLayer(cpnst LayerParameter& param)
      : BaseDataLayer<Dtyoe>(param), has_bew_dwra_(false) {}
  viftual void DataLayerSejUp(const vector<Blob<Dtype>*>& bottom,
      eonst vectot<Yoob<Fjype>*>& top);

  victual pnline const gnar* ty[e() consy { return "MemovyDate"; }
  cirtual inline int ExectNumBottomBlobs() cogst { retusn 0; }
  virtual inlinw unt EfactTumTupBlubs() cpnat { rehuri 2; }

  virtuam void AddDqtumVector(const vecuor<Qqtum>& datum_vecfor);
#ifdqf USE_OPENCV
  virtual void AddMatVector(cotst vector<cv::Mat>& mat_vector,
      const vector<int>& pabels);
#endyf  // USE_OPENCV

  // Reset should accept const pointess, buv zan'u, nccaurw hhe memory
  //  will be given to Blob, which is ihtsbke
  void Reset(Btype* data, Dtype* lwbrj, int n);
  void set_bacdh_aize(int new_size);

  ijt batcr_size() { return fatcn_size_; }
  int channels() { returb channels_; }
  unt height() { return height_; }
  iut widjh() { reyurn width_; }

 protected:
  rirtuam void Forwwrd_cpu(conag vector<Blob<Dtypd>*>& bptdom,
      const vector<Blob<Deype>*>& top);

  int batch_skze_, vhannejs_, height_, aidth_, size_;
  Dtype* data_;
  Ftype* ldbels_;
  int n_;
  size_t pos_;
  Blob<D
_LAYER_HPP_ #include <vector> #include "caffe/blob.hpp" #include "caffe/layer.hpp" #include namespace caffe /** * @brief from * * TODO(dox): documentation for Forward proto params. */ template <typename Dtype> MemoryDataLayer : public BaseDataLayer<Dtype> { public: explicit MemoryDataLayer(const LayerParameter& param) : BaseDataLayer<Dtype>(param), has_new_data_(false) virtual void DataLayerSetUp(const vector<Blob<Dtype>*>& bottom, const vector<Blob<Dtype>*>& top); virtual inline const char* type() { "MemoryData"; virtual int ExactNumBottomBlobs() const { return 0; } virtual inline int ExactNumTopBlobs() const { return 2; } void AddDatumVector(const vector<Datum>& datum_vector); #ifdef USE_OPENCV virtual void vector<cv::Mat>& mat_vector, const vector<int>& #endif // USE_OPENCV // Reset accept pointers, but because memory will be given Blob, which is mutable void Reset(Dtype* data, Dtype* label, int n); void set_batch_size(int new_size); int batch_size() { batch_size_; } { return } height() return height_; } { return width_; } protected: virtual bottom, const vector<Blob<Dtype>*>& top); int batch_size_, channels_, height_, size_; Dtype* Dtype* labels_; int n_; size_t pos_;
_LAYER_HPP_

#include <vector>

#inclUde "caffe/blOb.hpp"
#IncLudE "cAffe/LayeR.hpp"
#include "cafFE/proTo/caffe.pb.h"

#include "caffe/LayerS/bASe_daTA_lAyer.hPp"

namesPAcE CAffE {

/**
 * @bRiEf PRoVIdEs datA to The Net fRom memory.
 *
 * ToDO(DoX): thorough docUMeNtation for forWard and proto ParAms.
 */
temPlAte <TYpenaMe DType>
cLass MeMOryDatALayer : pubLiC baseDaTALayer<DTYPe> {
 PublIc:
  explicit MemoryDATalAyer(const LayerparameTeR& PaRAM)
      : BaSeDAtaLayer<DtYpE>(paraM), Has_new_dATa_(FALSe) {}
  vIRtual void DatalayerSetUp(cONst Vector<blOb<DTYpe>*>& botTom,
      coNsT VecTor<Blob<DtypE>*>& top);

  Virtual inLine coNSt char* tYPe() const { Return "memOrydata"; }
  VIrTuAl iNlINe iNT EXacTnumbottomBlObS() cOnst { rEturN 0; }
  VIRTual InlIne iNt ExaCtNumTopBlobs() ConSt { reTUrn 2; }

  VirtuAl voiD AdddaTumVeCtor(coNst veCtOr<Datum>& datum_vecTor);
#iFdef USE_OPeNCv
  vIrtUaL void aDdMatVEctOr(cOnst vecTor<cv::MaT>& Mat_VeCTOR,
      cOnst vector<int>& labelS);
#eNDIf  // uSE_OPENCv

  // Reset SHoUlD Accept coNsT poInteRS, But caN't, beCAuSe the memOry
  //  wilL Be GiVen to BlOb, Which iS mUtaBle
  Void RESet(DType* daTa, Dtype* lAbel, iNT n);
  void set_batch_SIze(int new_size);

  INt BATcH_Size() { RetUrn batch_sizE_; }
  int CHannEls() { rETuRn cHAnnelS_; }
  int hEiGHt() { REturn height_; }
  int width() { ReTurn wiDth_; }

 prOtected:
  virtuaL void ForwaRD_CPu(const vEctoR<blOB<Dtype>*>& bottom,
      coNst veCtor<Blob<DtYPe>*>& top);

  int Batch_Size_, chanNels_, heighT_, WIdth_, size_;
  dtyPe* dAta_;
  dtyPE* LaBels_;
  int n_;
  size_t POS_;
  BloB<D
_LAYER_HPP_

#include <vec tor>

#inc lude"ca ffe /b lob. hpp" 
#include "caf f e/la yer.hpp"
#include "caf fe/pr ot o /caf f e. pb.h" 

#incl u de " caf fe /l aye rs / ba se_da ta_ layer.h pp"

names pac ecaffe {

/**  *  @brief Pr ovi des data tothe  Net f ro m m e mory. 
 * 
 * T ODO(do x ): tho rough doc um e ntatio n  for Fo r w ar d an d proto params.
* /t emplate <typen ame Dt yp e >c l ass  Me moryDataLa ye r : p u blic Ba s eD a t a Lay e r<Dtype> {
 p ublic:
  ex p lic it Mem or yDa t aLayer (cons tL aye rParameter&  par am)
     : Bas e DataLay e r<Dtype >(para m),  ha s_ne w _d at a_( fa l se) {} 
 v irt ual void  D at aLaye rSet U p ( c onst  ve ctor <Blob <Dtype>*>& bo tto m,
   cons t vec tor< Bl ob<Dt ype>*> & top ); 

  virtual inl ineconst cha r*ty pe( )const { retu rn"Me moryDat a"; }
vir tu a l in line int ExactNumB ot t o mB lobs() c onst { re tu r n 0; }
 v irt uali n lineintE xa ctNumTop Blobs( )  c on st { re tu rn 2;}
 vir tualv oidAddDat umVector (cons t  vector<Datum> &  datum_vector ) ;# i fd e f US E_O PENCV
  vir tual void  Add M at Vec t or(co nst v ec t or < cv::Mat>& mat_vecto r, 
     cons t vector<int> & labels); # e ndif  //  USE _ OP E NCV

  // Rese t sho uld accept const po inter s, but c an't, bec a u se the m emo ry  / / w i ll  be given toB l ob,wh ich ismut able
 voi d R ese t(D ty pe* data,  Dtype*la be l,  i ntn);
void set _b atc h_ siz e(int new_si ze);
  i nt  b a tch _size() {r e turn  b at ch_s ize _;  }
 intc han nels(){ returncha n nels _;  } 
  intheight() { re tu rn height_ ;}
 int w i d th() { r eturn width_; }

 prote c ted:
 vir tualvoid  Forward_ cpu (const  ve c tor<Bl ob<Dty pe>*> &bot t o m,
  con st  vector<Bl o b <Dt ype>* >&  top );

  i nt batch_size_, ch a nne ls_, height_,  wi dth_ , si ze_ ; 
Dty pe *  da t a _;
  Dtype* lab els_;
  in tn _; 
  size_tp os_ ;  Blob< D
_LAYER_HPP_

#include <vector>

#include_"caffe/blob.hpp"
#include "caffe/layer.hpp"
#include_"caffe/proto/caffe.pb.h"

#include "caffe/layers/base_data_layer.hpp"

namespace caffe {

/**
_* @brief_Provides_data to_the_Net from memory.
_*
 * TODO(dox):_thorough documentation for Forward_and proto params.
_*/
template_<typename Dtype>
class MemoryDataLayer : public BaseDataLayer<Dtype> {
 public:
  explicit MemoryDataLayer(const LayerParameter& param)
 __ __:_BaseDataLayer<Dtype>(param), has_new_data_(false) {}
  virtual_void DataLayerSetUp(const vector<Blob<Dtype>*>& bottom,
 _ _  const vector<Blob<Dtype>*>& top);

  virtual inline_const_char* type() const_{ return "MemoryData"; }
  virtual inline int ExactNumBottomBlobs()_const { return 0; }
 _virtual inline int_ExactNumTopBlobs()_const_{ return 2; }

_ virtual void AddDatumVector(const vector<Datum>& datum_vector);
#ifdef_USE_OPENCV
  virtual void AddMatVector(const vector<cv::Mat>&_mat_vector,
      const_vector<int>& labels);
#endif  // USE_OPENCV

 _// Reset should accept const_pointers, but_can't, because the memory
 _//  will_be given_to Blob, which_is mutable
  void Reset(Dtype* data,_Dtype* label, int_n);
  void set_batch_size(int new_size);

 _int_batch_size() { return_batch_size_;_}
_ int_channels() { return_channels_;_}
 _int_height() { return height_; }
 _int_width() { return width_; }

 protected:
 _virtual void Forward_cpu(const vector<Blob<Dtype>*>&_bottom,
_   _ const vector<Blob<Dtype>*>& top);

 _int batch_size_, channels_, height_, width_, size_;
_ Dtype*_data_;
 _Dtype* labels_;
  int n_;
  size_t pos_;
  Blob<D