mlir::quant::CalibratedQuantizedType Class Reference

A quantized type that infers its range from given min/max values. More...

#include "mlir/Dialect/Quant/IR/QuantTypes.h"

Inheritance diagram for mlir::quant::CalibratedQuantizedType:

Public Member Functions
double	getMin () const
double	getMax () const
Public Member Functions inherited from mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >
ImplType *	getImpl () const
	Utility for easy access to the storage instance.

Static Public Member Functions
static CalibratedQuantizedType	get (Type expressedType, double min, double max)
	Gets an instance of the type with all parameters specified but not checked.
static CalibratedQuantizedType	getChecked (function_ref< InFlightDiagnostic()> emitError, Type expressedType, double min, double max)
	Gets an instance of the type with all specified parameters checked.
static LogicalResult	verifyInvariants (function_ref< InFlightDiagnostic()> emitError, Type expressedType, double min, double max)
	Verifies construction invariants and issues errors/warnings.
Static Public Member Functions inherited from mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >
static TypeID	getTypeID ()
	Return a unique identifier for the concrete type.
static bool	classof (T val)
	Provide an implementation of 'classof' that compares the type id of the provided value with that of the concrete type.
static detail::InterfaceMap	getInterfaceMap ()
	Returns an interface map for the interfaces registered to this storage user.
static HasTraitFn	getHasTraitFn ()
	Returns the function that returns true if the given Trait ID matches the IDs of any of the traits defined by the storage user.
static auto	getWalkImmediateSubElementsFn ()
	Returns a function that walks immediate sub elements of a given instance of the storage user.
static auto	getReplaceImmediateSubElementsFn ()
	Returns a function that replaces immediate sub elements of a given instance of the storage user.
static void	attachInterface (MLIRContext &context)
	Attach the given models as implementations of the corresponding interfaces for the concrete storage user class.
static ConcreteType	get (MLIRContext *ctx, Args &&...args)
	Get or create a new ConcreteT instance within the ctx.
static ConcreteType	getChecked (const Location &loc, Args &&...args)
	Get or create a new ConcreteT instance within the ctx, defined at the given, potentially unknown, location.
static ConcreteType	getChecked (function_ref< InFlightDiagnostic()> emitErrorFn, MLIRContext *ctx, Args... args)
	Get or create a new ConcreteT instance within the ctx.
static ConcreteType	getFromOpaquePointer (const void *ptr)
	Get an instance of the concrete type from a void pointer.

Static Public Attributes
static constexpr StringLiteral	name = "quant.calibrated"

Additional Inherited Members
Public Types inherited from mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >
using	Base
	Utility declarations for the concrete attribute class.
using	ImplType
using	HasTraitFn
Protected Member Functions inherited from mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >
LogicalResult	mutate (Args &&...args)
	Mutate the current storage instance.
Static Protected Member Functions inherited from mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >
static LogicalResult	verifyInvariants (Args... args)
	Default implementation that just returns success.

Detailed Description

A quantized type that infers its range from given min/max values.

Typical syntax: quant.calibrated<f32<-0.922,0.981>>

Definition at line 522 of file QuantTypes.h.

Member Function Documentation

get()

CalibratedQuantizedType CalibratedQuantizedType::get ( Type expressedType, double min, double max )

static

Gets an instance of the type with all parameters specified but not checked.

Definition at line 527 of file QuantTypes.cpp.

References mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >::get(), mlir::Type::getContext(), max(), and min().

Referenced by mlirCalibratedQuantizedTypeGet().

getChecked()

CalibratedQuantizedType CalibratedQuantizedType::getChecked ( function_ref< InFlightDiagnostic()> emitError, Type expressedType, double min, double max )

static

Gets an instance of the type with all specified parameters checked.

Returns a nullptr convertible type on failure.

Definition at line 532 of file QuantTypes.cpp.

References mlir::emitError(), mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >::getChecked(), mlir::Type::getContext(), max(), and min().

getMax()

double CalibratedQuantizedType::getMax

(

)

const

Definition at line 555 of file QuantTypes.cpp.

References mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >::getImpl().

Referenced by printCalibratedQuantizedType().

getMin()

double CalibratedQuantizedType::getMin

(

)

const

Definition at line 553 of file QuantTypes.cpp.

References mlir::detail::StorageUserBase< ConcreteType, BaseType, StorageType, detail::TypeUniquer, Traits... >::getImpl().

Referenced by printCalibratedQuantizedType().

verifyInvariants()

LogicalResult CalibratedQuantizedType::verifyInvariants ( function_ref< InFlightDiagnostic()> emitError, Type expressedType, double min, double max )

static

Verifies construction invariants and issues errors/warnings.

Definition at line 539 of file QuantTypes.cpp.

References mlir::emitError(), max(), min(), and success().

Member Data Documentation

name

StringLiteral mlir::quant::CalibratedQuantizedType::name = "quant.calibrated"

staticconstexpr

Definition at line 529 of file QuantTypes.h.

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

• include/mlir/Dialect/Quant/IR/QuantTypes.h
• lib/Dialect/Quant/IR/QuantTypes.cpp