smaug::smv Namespace Reference

The smv namespace contains all code specific to the Smv backend. More...

Namespaces
	bn
	Contains batch-norm implementations and tiling optimizers for SMV.
	conv
	Contains convolution implementations and tiling optimizers for SMV.
	fc
	Contains implementations of inner product on SMV and related functions.
	pool
	Contains pooling operators and tiling optimizers for SMV.
	unary
	Contains common functions for working with unary operators.

Classes
struct	TilingConfig
	A TilingConfig describes tiling strategies and optimal tile sizes for inputs, weights, and outputs Tensors. More...
class	TilingOptimizerBase

Enumerations
enum	TilingDims {   None, DimN, DimNC, DimNH,   DimNW, DimNHW, DimNCH, DimNCW,   Invalid }
	The set of supported tiling strategies. More...

Functions
std::ostream &	operator<< (std::ostream &os, const TilingDims &dims)
std::ostream &	operator<< (std::ostream &os, const TilingConfig &config)
bool	needsNwiseTiling (TilingDims dim)
bool	needsCwiseTiling (TilingDims dim)
bool	needsHwiseTiling (TilingDims dim)
bool	needsWwiseTiling (TilingDims dim)

Variables
int	kSpadSize
const unsigned	kConvolutionHw = 0x0003
const unsigned	kInnerProductHw = 0x0003
const unsigned	kEltwiseOpHw = 0x0003
const unsigned	kBatchNormHw = 0x0003
const unsigned	kPoolingHw = 0x0003
const unsigned	kSystolicArrayHw = 0x0004
float *	spad0
float *	spad1
float *	spad2

Detailed Description

The smv namespace contains all code specific to the Smv backend.

Enumeration Type Documentation

TilingDims

enum smaug::smv::TilingDims

The set of supported tiling strategies.

Each strategy indicates along which set of dimensions a Tensor should be tiled along.

Definition at line 13 of file smv_tiling_common.h.