mlir::impulse::WelfordState Struct Reference

State for Welford covariance estimation. More...

#include "MLIR/Interfaces/HMCUtils.h"

Collaboration diagram for mlir::impulse::WelfordState:

Public Member Functions
SmallVector< Value >	toValues () const
SmallVector< Type >	getTypes () const

Static Public Member Functions
static WelfordState	fromValues (ArrayRef< Value > values)

Public Attributes
Value	mean
Value	m2
Value	n

Detailed Description

State for Welford covariance estimation.

Definition at line 405 of file HMCUtils.h.

Member Function Documentation

fromValues()

static WelfordState mlir::impulse::WelfordState::fromValues ( ArrayRef< Value > values )

inlinestatic

Definition at line 411 of file HMCUtils.h.

getTypes()

SmallVector< Type > mlir::impulse::WelfordState::getTypes ( ) const

inline

Definition at line 414 of file HMCUtils.h.

References m2, mean, and n.

toValues()

SmallVector< Value > mlir::impulse::WelfordState::toValues ( ) const

inline

Definition at line 410 of file HMCUtils.h.

References m2, mean, and n.

Member Data Documentation

m2

Value mlir::impulse::WelfordState::m2

Definition at line 407 of file HMCUtils.h.

Referenced by mlir::impulse::finalizeWelford(), getTypes(), toValues(), and mlir::impulse::updateWelford().

mean

Value mlir::impulse::WelfordState::mean

Definition at line 406 of file HMCUtils.h.

Referenced by getTypes(), toValues(), and mlir::impulse::updateWelford().

n

Value mlir::impulse::WelfordState::n

Definition at line 408 of file HMCUtils.h.

Referenced by mlir::impulse::finalizeWelford(), getTypes(), toValues(), and mlir::impulse::updateWelford().

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

• MLIR/Interfaces/HMCUtils.h