mpqsolver::core::Dumper Class Reference

#include <Dumper.h>

Public Member Functions
	Dumper ()=default
	Dumper (const std::string &dir_path)
void	setModelPath (const std::string &model_path)
	sets model path for further usage
void	dumpMPQConfiguration (const LayerParams &layers, const std::string &def_dtype, const std::string &def_granularity, int step) const
	dumps mpq configuration
void	dumpFinalMPQ (const LayerParams &layers, const std::string &def_dtype, const std::string &def_granularity) const
	dumps final mpq configuration
void	dumpQuantized (luci::Module *module, uint32_t step) const
	dumps quantized module
void	prepareForErrorDumping () const
	create file for error dumping
void	dumpQ8Error (float error) const
	append error of Q8 quantization
void	dumpQ16Error (float error) const
	append error of Q16 quantization
void	dumpMPQError (float error, uint32_t step) const
	append error of mpq quantization
void	dumpMPQError (float error) const
	dump final error

Detailed Description

Definition at line 33 of file Dumper.h.

Constructor & Destructor Documentation

Dumper() [1/2]

mpqsolver::core::Dumper::Dumper ( )

default

Dumper() [2/2]

Dumper::Dumper

(

const std::string &

dir_path

)

Definition at line 41 of file Dumper.cpp.

: _dir_path(dir_path) {}

Member Function Documentation

dumpFinalMPQ()

void Dumper::dumpFinalMPQ	(	const LayerParams &	layers,
		const std::string &	def_dtype,
		const std::string &	def_granularity
	)		const

dumps final mpq configuration

Parameters

layers	specific quantization parameters
def_dtype	default quantization data type
def_granularity	default granularity

Definition at line 90 of file Dumper.cpp.

{
  prepareDirectory(_dir_path);
  std::string path = _dir_path + "/FinalConfiguration" + ".mpq.json";
  dumpMPQConfiguration(layers, def_dtype, def_granularity, path);
}

References dumpMPQConfiguration().

Referenced by mpqsolver::core::DumpingHooks::onEndSolver().

dumpMPQConfiguration()

void Dumper::dumpMPQConfiguration	(	const LayerParams &	layers,
		const std::string &	def_dtype,
		const std::string &	def_granularity,
		int	step
	)		const

dumps mpq configuration

Parameters

layers	specific quantization parameters
def_dtype	default quantization data type
def_granularity	default granularity
step	id of mpq configuration

Definition at line 82 of file Dumper.cpp.

{
  prepareDirectory(_dir_path);
  std::string path = _dir_path + "/Configuration_" + std::to_string(step) + ".mpq.json";
  dumpMPQConfiguration(layers, def_dtype, def_granularity, path);
}

References dumpMPQConfiguration().

Referenced by dumpFinalMPQ(), dumpMPQConfiguration(), and mpqsolver::core::DumpingHooks::onEndIteration().

dumpMPQError() [1/2]

void Dumper::dumpMPQError

(

float

error

)

const

dump final error

Parameters

error

final error of quantization

Definition at line 157 of file Dumper.cpp.

{
  std::string path = getErrorPath();
  dumpError(error, "FINAL", path);
}

dumpMPQError() [2/2]

void Dumper::dumpMPQError	(	float	error,
		uint32_t	step
	)		const

append error of mpq quantization

Parameters

error	error of quantization
step	id of error

Definition at line 151 of file Dumper.cpp.

{
  std::string path = getErrorPath();
  dumpError(error, std::to_string(step), path);
}

Referenced by mpqsolver::core::DumpingHooks::onEndIteration(), and mpqsolver::core::DumpingHooks::onEndSolver().

dumpQ16Error()

void Dumper::dumpQ16Error

(

float

error

)

const

append error of Q16 quantization

Definition at line 145 of file Dumper.cpp.

{
  std::string path = getErrorPath();
  dumpError(error, "Q16", path);
}

Referenced by mpqsolver::core::DumpingHooks::onBeginSolver().

dumpQ8Error()

void Dumper::dumpQ8Error

(

float

error

)

const

append error of Q8 quantization

Definition at line 139 of file Dumper.cpp.

{
  std::string path = getErrorPath();
  dumpError(error, "Q8", path);
}

Referenced by mpqsolver::core::DumpingHooks::onBeginSolver().

dumpQuantized()

void Dumper::dumpQuantized	(	luci::Module *	module,
		uint32_t	step
	)		const

dumps quantized module

Parameters

layers	specific quantization parameters
step	id of quantized module

Definition at line 116 of file Dumper.cpp.

{
  std::string path = _dir_path + "/quantized_" + std::to_string(step) + ".mpq.circle";
  saveCircle(module, path);
}

Referenced by mpqsolver::core::DumpingHooks::onQuantized().

prepareForErrorDumping()

void Dumper::prepareForErrorDumping

(

)

const

create file for error dumping

Definition at line 130 of file Dumper.cpp.

{
  prepareDirectory(_dir_path);
  std::string path = getErrorPath();
  std::ofstream file;
  file.open(path); // create empty
  file.close();
}

Referenced by mpqsolver::core::DumpingHooks::onBeginSolver().

setModelPath()

void Dumper::setModelPath

(

const std::string &

model_path

)

sets model path for further usage

Definition at line 43 of file Dumper.cpp.

{ _model_path = model_path; }

Referenced by mpqsolver::core::DumpingHooks::onBeginSolver().

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

• compiler/circle-mpqsolver/src/core/Dumper.h
• compiler/circle-mpqsolver/src/core/Dumper.cpp