TrackerInt8EntropyCalibrator Class Reference

Detailed Description

ReID int8 calibrator used for TensorRT int8 precision inference.

Definition at line 78 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

Inheritance diagram for TrackerInt8EntropyCalibrator:

Collaboration diagram for TrackerInt8EntropyCalibrator:

Public Member Functions
	TrackerInt8EntropyCalibrator (std::string calibrationTableFile)
	Construct a calibrator that reads a serialized calibration table. More...
	~TrackerInt8EntropyCalibrator ()
	Release resources owned by the TrackerInt8EntropyCalibrator instance. More...
int	getBatchSize () const noexcept override
	Report the calibrator batch size. More...
bool	getBatch (void *bindings[], const char *names[], int nbBindings) noexcept override
	Provide a calibration batch when available. More...
const void *	readCalibrationCache (size_t &length) noexcept override
	Read the calibration table file into a buffer and return a pointer to it. More...
void	writeCalibrationCache (const void *cache, size_t length) noexcept override
	Accept a generated TensorRT calibration cache. More...
	TrackerInt8EntropyCalibrator (std::string calibrationTableFile)
	Construct a calibrator that reads a serialized calibration table. More...
	~TrackerInt8EntropyCalibrator ()
	Release resources owned by the TrackerInt8EntropyCalibrator instance. More...
int	getBatchSize () const noexcept override
	Report the calibrator batch size. More...
bool	getBatch (void *bindings[], const char *names[], int nbBindings) noexcept override
	Provide a calibration batch when available. More...
const void *	readCalibrationCache (size_t &length) noexcept override
	Read the calibration table file into a buffer and return a pointer to it. More...
void	writeCalibrationCache (const void *cache, size_t length) noexcept override
	Accept a generated TensorRT calibration cache. More...

Constructor & Destructor Documentation

TrackerInt8EntropyCalibrator() [1/2]

TrackerInt8EntropyCalibrator::TrackerInt8EntropyCalibrator ( std::string  calibrationTableFile )

inline

Construct a calibrator that reads a serialized calibration table.

Parameters

[in]

calibrationTableFile

Path to the calibration-table file.

Definition at line 85 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

~TrackerInt8EntropyCalibrator() [1/2]

TrackerInt8EntropyCalibrator::~TrackerInt8EntropyCalibrator ( )

inline

Release resources owned by the TrackerInt8EntropyCalibrator instance.

Definition at line 90 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

TrackerInt8EntropyCalibrator() [2/2]

TrackerInt8EntropyCalibrator::TrackerInt8EntropyCalibrator ( std::string  calibrationTableFile )

inline

Construct a calibrator that reads a serialized calibration table.

Parameters

[in]

calibrationTableFile

Path to the calibration-table file.

Definition at line 85 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

~TrackerInt8EntropyCalibrator() [2/2]

TrackerInt8EntropyCalibrator::~TrackerInt8EntropyCalibrator ( )

inline

Release resources owned by the TrackerInt8EntropyCalibrator instance.

Definition at line 90 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

Member Function Documentation

getBatch() [1/2]

bool TrackerInt8EntropyCalibrator::getBatch ( void *  bindings[], const char *  names[], int  nbBindings  )

inlineoverridenoexcept

Provide a calibration batch when available.

Parameters

[in,out]	bindings	TensorRT input and output bindings.
[in]	names	TensorRT binding names.
[in]	nbBindings	Number of TensorRT bindings.

Definition at line 101 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

getBatch() [2/2]

bool TrackerInt8EntropyCalibrator::getBatch ( void *  bindings[], const char *  names[], int  nbBindings  )

inlineoverridenoexcept

Provide a calibration batch when available.

Parameters

[in,out]	bindings	TensorRT input and output bindings.
[in]	names	TensorRT binding names.
[in]	nbBindings	Number of TensorRT bindings.

Definition at line 101 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

getBatchSize() [1/2]

int TrackerInt8EntropyCalibrator::getBatchSize ( ) const

inlineoverridenoexcept

Report the calibrator batch size.

Definition at line 93 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

getBatchSize() [2/2]

int TrackerInt8EntropyCalibrator::getBatchSize ( ) const

inlineoverridenoexcept

Report the calibrator batch size.

Definition at line 93 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

readCalibrationCache() [1/2]

const void* TrackerInt8EntropyCalibrator::readCalibrationCache ( size_t &  length )

inlineoverridenoexcept

Read the calibration table file into a buffer and return a pointer to it.

Parameters

[out]

length

Calibration-cache size to populate.

Returns

Pointer to the cache data, or null when the cache is empty.

Definition at line 109 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

References half_float::detail::binary, and length().

readCalibrationCache() [2/2]

const void* TrackerInt8EntropyCalibrator::readCalibrationCache ( size_t &  length )

inlineoverridenoexcept

Read the calibration table file into a buffer and return a pointer to it.

Parameters

[out]

length

Calibration-cache size to populate.

Returns

Pointer to the cache data, or null when the cache is empty.

Definition at line 109 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

References half_float::detail::binary, and length().

writeCalibrationCache() [1/2]

void TrackerInt8EntropyCalibrator::writeCalibrationCache ( const void *  cache, size_t  length  )

inlineoverridenoexcept

Accept a generated TensorRT calibration cache.

Parameters

[in]	cache	Calibration-cache bytes to write.
[out]	length	Calibration-cache size to populate.

Definition at line 129 of file sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

writeCalibrationCache() [2/2]

void TrackerInt8EntropyCalibrator::writeCalibrationCache ( const void *  cache, size_t  length  )

inlineoverridenoexcept

Accept a generated TensorRT calibration cache.

Parameters

[in]	cache	Calibration-cache bytes to write.
[out]	length	Calibration-cache size to populate.

Definition at line 129 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp.

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

• sources/libs/nvmultiobjecttracker/include/modules/FrameTransform/trtModule.hpp