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.
LayerEquation Class Reference

"! core computation equation, e.g. More...

Inheritance diagram for LayerEquation:
Collaboration diagram for LayerEquation:

Public Member Functions

def __init__ (self, str data)
 
list[LayerOperandget_contained_operands (self)
 Return a list with all LayerOperands contained within this instance. More...
 
list[LayerDimget_r_layer_dims (self, LayerOperand layer_op)
 Return a list with all LayerDims that are relevant for the given LayerOperand. More...
 
- Public Member Functions inherited from LayerAttribute
def __init__ (self, Any data)
 
int __len__ (self)
 
Iterator[Any] __iter__ (self)
 
def __getitem__ (self, Any key)
 
bool __contains__ (self, Any key)
 
def __str__ (self)
 
def __repr__ (self)
 
Any __jsonrepr__ (self)
 
def __eq__ (self, object other)
 
def __hash__ (self)
 

Public Attributes

 data
 
 disassembly
 
- Public Attributes inherited from LayerAttribute
 data
 

Detailed Description

"! core computation equation, e.g.

O[g][b][k][oy][ox]+=W[g][k][c][fy][fx]*I[g][b][c][ix][iy], Y[i][j] += A[i][k] * B[k][j], Y[i][j] += A[i][k][l] * B[k][j] * C[l][j], etc.

Constructor & Destructor Documentation

◆ __init__()

def __init__ (   self,
str  data 
)

Member Function Documentation

◆ get_contained_operands()

list[LayerOperand] get_contained_operands (   self)

Return a list with all LayerOperands contained within this instance.

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Here is the caller graph for this function:

◆ get_r_layer_dims()

list[LayerDim] get_r_layer_dims (   self,
LayerOperand  layer_op 
)

Return a list with all LayerDims that are relevant for the given LayerOperand.

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Member Data Documentation

◆ data

data

◆ disassembly

disassembly

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