ZigZag - Deep Learning Hardware Design Space Exploration
This repository presents the novel version of our tried-and-tested hardware Architecture-Mapping Design Space Exploration (DSE) Framework for Deep Learning (DL) accelerators. ZigZag bridges the gap between algorithmic DL decisions and their acceleration cost on specialized accelerators through a fast and accurate hardware cost estimation.
DataMovePattern Class Reference

Collects the memory access pattern for each unit memory (memory holding one operand at one level). More...

Public Member Functions

def __init__ (self, LayerOperand operand, int mem_level)
 
def set_attribute (self, DataMoveAttr attr, dict[DataDirection, int] values)
 Set a given attribute using a dictionary of DataDirection values. More...
 
FourWayDataMoving[int] get_attribute (self, DataMoveAttr attr)
 Retrieve a specific attribute. More...
 
def update_single_dir_data (self, DataDirection direction, int new_value)
 Update a single direction value across all attributes. More...
 
def __str__ (self)
 
def __repr__ (self)
 

Public Attributes

 name
 

Detailed Description

Collects the memory access pattern for each unit memory (memory holding one operand at one level).

Constructor & Destructor Documentation

◆ __init__()

def __init__ (   self,
LayerOperand  operand,
int  mem_level 
)

Member Function Documentation

◆ __repr__()

def __repr__ (   self)

◆ __str__()

def __str__ (   self)
Here is the call graph for this function:

◆ get_attribute()

FourWayDataMoving[int] get_attribute (   self,
DataMoveAttr  attr 
)

Retrieve a specific attribute.

◆ set_attribute()

def set_attribute (   self,
DataMoveAttr  attr,
dict[DataDirection, int]  values 
)

Set a given attribute using a dictionary of DataDirection values.

◆ update_single_dir_data()

def update_single_dir_data (   self,
DataDirection  direction,
int  new_value 
)

Update a single direction value across all attributes.

Member Data Documentation

◆ name

name

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