#include <IPointIdAlg.h>

Inheritance diagram for PointIdAlgTools::IPointIdAlg:

Classes
struct	Config

Public Member Functions
virtual	~IPointIdAlg () noexcept=default

virtual std::vector< float >	Run (std::vector< std::vector< float >> const &inp2d) const =0

virtual std::vector< std::vector< float > >	Run (std::vector< std::vector< std::vector< float >>> const &inps, int samples=-1) const =0

float	predictIdValue (unsigned int wire, float drift, size_t outIdx=0)

std::vector< float >	predictIdVector (unsigned int wire, float drift)

std::vector< std::vector< float > >	predictIdVectors (const std::vector< std::pair< unsigned int, float >> &points)

std::vector< std::string > const &	outputLabels (void) const

bool	isInsideFiducialRegion (unsigned int wire, float drift) const

Public Member Functions inherited from img::DataProviderAlg
	DataProviderAlg (const fhicl::ParameterSet &pset)

	DataProviderAlg (const Config &config)

virtual	~DataProviderAlg ()

bool	setWireDriftData (const detinfo::DetectorClocksData &clock_data, const detinfo::DetectorPropertiesData &det_prop, const std::vector< recob::Wire > &wires, unsigned int plane, unsigned int tpc, unsigned int cryo)

std::vector< float > const &	wireData (size_t widx) const

std::vector< std::vector< float > >	getPatch (size_t wire, float drift, size_t patchSizeW, size_t patchSizeD) const

float	getPixelOrZero (int wire, int drift) const

double	getAdcSum () const

size_t	getAdcArea () const

float	poolMax (int wire, int drift, size_t r=0) const
	Pool max value in a patch around the wire/drift pixel. More...

unsigned int	Cryo () const
	Pool sum of pixels in a patch around the wire/drift pixel. More...

unsigned int	TPC () const

unsigned int	Plane () const

unsigned int	NWires () const

unsigned int	NScaledDrifts () const

unsigned int	NCachedDrifts () const

unsigned int	DriftWindow () const

float	ZeroLevel () const
	Level of zero ADC after scaling. More...

double	LifetimeCorrection (detinfo::DetectorClocksData const &clock_data, detinfo::DetectorPropertiesData const &det_prop, double tick) const

Protected Member Functions
bool	bufferPatch (size_t wire, float drift, std::vector< std::vector< float >> &patch)

bool	bufferPatch (size_t wire, float drift)

void	resizePatch (void)

Protected Member Functions inherited from img::DataProviderAlg
std::vector< float >	downscaleMax (std::size_t dst_size, std::vector< float > const &adc, size_t tick0) const

std::vector< float >	downscaleMaxMean (std::size_t dst_size, std::vector< float > const &adc, size_t tick0) const

std::vector< float >	downscaleMean (std::size_t dst_size, std::vector< float > const &adc, size_t tick0) const

std::vector< float >	downscale (std::size_t dst_size, std::vector< float > const &adc, size_t tick0) const

size_t	getDriftIndex (float drift) const

std::optional< std::vector< float > >	setWireData (std::vector< float > const &adc, size_t wireIdx) const

bool	patchFromDownsampledView (size_t wire, float drift, size_t size_w, size_t size_d, std::vector< std::vector< float >> &patch) const

bool	patchFromOriginalView (size_t wire, float drift, size_t size_w, size_t size_d, std::vector< std::vector< float >> &patch) const

virtual DataProviderAlgView	resizeView (detinfo::DetectorClocksData const &clock_data, detinfo::DetectorPropertiesData const &det_prop, size_t wires, size_t drifts)

Protected Attributes
std::vector< std::string >	fNNetOutputs

size_t	fPatchSizeW

size_t	fPatchSizeD

std::vector< std::vector< float > >	fWireDriftPatch

size_t	fCurrentWireIdx

size_t	fCurrentScaledDrift

Protected Attributes inherited from img::DataProviderAlg
DataProviderAlgView	fAlgView

EDownscaleMode	fDownscaleMode

size_t	fDriftWindow

bool	fDownscaleFullView

float	fDriftWindowInv

calo::CalorimetryAlg	fCalorimetryAlg

geo::GeometryCore const *	fGeometry

Additional Inherited Members
Public Types inherited from img::DataProviderAlg
enum	EDownscaleMode { kMax = 1, kMaxMean = 2, kMean = 3 }

Detailed Description

Definition at line 25 of file IPointIdAlg.h.

Constructor & Destructor Documentation

virtual PointIdAlgTools::IPointIdAlg::~IPointIdAlg ( )

virtualdefaultnoexcept

Member Function Documentation

bool PointIdAlgTools::IPointIdAlg::bufferPatch	(	size_t	wire,
		float	drift,
		std::vector< std::vector< float >> &	patch
	)

inlineprotected

Definition at line 158 of file IPointIdAlg.h.

     {
       if (fDownscaleFullView) {
         size_t sd = (size_t)(drift / fDriftWindow);
         if ((fCurrentWireIdx == wire) && (fCurrentScaledDrift == sd))
           return true; // still within the current position
 
         fCurrentWireIdx = wire;
         fCurrentScaledDrift = sd;
 
         return patchFromDownsampledView(wire, drift, fPatchSizeW, fPatchSizeD, patch);
       }
       else {
         if ((fCurrentWireIdx == wire) && (fCurrentScaledDrift == drift))
           return true; // still within the current position
 
         fCurrentWireIdx = wire;
         fCurrentScaledDrift = drift;
 
         return patchFromOriginalView(wire, drift, fPatchSizeW, fPatchSizeD, patch);
       }
     }

bool PointIdAlgTools::IPointIdAlg::bufferPatch	(	size_t	wire,
		float	drift
	)

inlineprotected

Definition at line 182 of file IPointIdAlg.h.

     {
       return bufferPatch(wire, drift, fWireDriftPatch);
     }

bool PointIdAlgTools::IPointIdAlg::isInsideFiducialRegion	(	unsigned int	wire,
		float	drift
	)		const

inline

Definition at line 136 of file IPointIdAlg.h.

     {
       size_t marginW = fPatchSizeW / 8; // fPatchSizeX/2 will make patch always completely filled
       size_t marginD = fPatchSizeD / 8;
 
       size_t scaledDrift = (size_t)(drift / fDriftWindow);
       if ((wire >= marginW) && (wire < fAlgView.fNWires - marginW) && (scaledDrift >= marginD) &&
           (scaledDrift < fAlgView.fNScaledDrifts - marginD)) {
         return true;
       }
       else {
         return false;
       }
     }

std::vector<std::string> const& PointIdAlgTools::IPointIdAlg::outputLabels ( void ) const

inline

Definition at line 131 of file IPointIdAlg.h.

     {
       return fNNetOutputs;
     }

float PointIdAlgTools::IPointIdAlg::predictIdValue	(	unsigned int	wire,
		float	drift,
		size_t	outIdx = `0`
	)

inline

Definition at line 75 of file IPointIdAlg.h.

     {
       float result = 0.;
 
       if (!bufferPatch(wire, drift)) {
         mf::LogError("PointIdAlg") << "Patch buffering failed.";
         return result;
       }
 
       auto out = Run(fWireDriftPatch);
       if (!out.empty()) { result = out[outIdx]; }
       else {
         mf::LogError("PointIdAlg") << "Problem with applying model to input.";
       }
 
       return result;
     }

std::vector<float> PointIdAlgTools::IPointIdAlg::predictIdVector	(	unsigned int	wire,
		float	drift
	)

inline

Definition at line 95 of file IPointIdAlg.h.

     {
       std::vector<float> result;
 
       if (!bufferPatch(wire, drift)) {
         mf::LogError("PointIdAlg") << "Patch buffering failed.";
         return result;
       }
 
       result = Run(fWireDriftPatch);
       if (result.empty()) { mf::LogError("PointIdAlg") << "Problem with applying model to input."; }
 
       return result;
     }

std::vector<std::vector<float> > PointIdAlgTools::IPointIdAlg::predictIdVectors ( const std::vector< std::pair< unsigned int, float >> & points )

inline

Definition at line 112 of file IPointIdAlg.h.

     {
       if (points.empty()) { return std::vector<std::vector<float>>(); }
 
       std::vector<std::vector<std::vector<float>>> inps(
         points.size(),
         std::vector<std::vector<float>>(fPatchSizeW, std::vector<float>(fPatchSizeD)));
       for (size_t i = 0; i < points.size(); ++i) {
         unsigned int wire = points[i].first;
         float drift = points[i].second;
         if (!bufferPatch(wire, drift, inps[i])) {
           throw cet::exception("PointIdAlg") << "Patch buffering failed" << std::endl;
         }
       }
 
       return Run(inps);
     }

void PointIdAlgTools::IPointIdAlg::resizePatch ( void )

inlineprotected

Definition at line 188 of file IPointIdAlg.h.

     {
       fWireDriftPatch.resize(fPatchSizeW);
       for (auto& r : fWireDriftPatch)
         r.resize(fPatchSizeD);
     }

virtual std::vector<float> PointIdAlgTools::IPointIdAlg::Run ( std::vector< std::vector< float >> const & inp2d ) const

pure virtual

Implemented in PointIdAlgTools::PointIdAlgKeras, PointIdAlgTools::PointIdAlgTf, PointIdAlgTools::PointIdAlgTriton, and PointIdAlgTools::PointIdAlgSonicTriton.

virtual std::vector<std::vector<float> > PointIdAlgTools::IPointIdAlg::Run	(	std::vector< std::vector< std::vector< float >>> const &	inps,
		int	samples = `-1`
	)		const

pure virtual

Implemented in PointIdAlgTools::PointIdAlgKeras, PointIdAlgTools::PointIdAlgTf, PointIdAlgTools::PointIdAlgTriton, and PointIdAlgTools::PointIdAlgSonicTriton.

Member Data Documentation

size_t PointIdAlgTools::IPointIdAlg::fCurrentScaledDrift

protected

Definition at line 155 of file IPointIdAlg.h.

size_t PointIdAlgTools::IPointIdAlg::fCurrentWireIdx

protected

Definition at line 155 of file IPointIdAlg.h.

std::vector<std::string> PointIdAlgTools::IPointIdAlg::fNNetOutputs

protected

Definition at line 152 of file IPointIdAlg.h.

size_t PointIdAlgTools::IPointIdAlg::fPatchSizeD

protected

Definition at line 153 of file IPointIdAlg.h.

size_t PointIdAlgTools::IPointIdAlg::fPatchSizeW

protected

Definition at line 153 of file IPointIdAlg.h.

std::vector<std::vector<float> > PointIdAlgTools::IPointIdAlg::fWireDriftPatch

protected

Definition at line 154 of file IPointIdAlg.h.

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

larrecodnn/larrecodnn/ImagePatternAlgs/ToolInterfaces/IPointIdAlg.h

Classes

Public Member Functions

Protected Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation