|
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.
|
Links LayerOperand to MemoryOperand. More...


Public Member Functions | |
| def | __init__ (self, dict[LayerOperand, MemoryOperand] data) |
| MemoryOperand | layer_to_mem_op (self, LayerOperand layer_op) |
| LayerOperand | mem_to_layer_op (self, MemoryOperand mem_op) |
| Given a MemoryOperand, return the linked LayerOperand. More... | |
| def | layer_and_mem_ops (self) |
| bool | contains_layer_op (self, LayerOperand layer_op) |
| bool | contains_mem_op (self, MemoryOperand mem_op) |
| def | copy (self) |
| def | __str__ (self) |
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 | __repr__ (self) |
| Any | __jsonrepr__ (self) |
| def | __eq__ (self, object other) |
| def | __hash__ (self) |
Public Attributes | |
| data | |
| layer_operands | |
| mem_operands | |
Public Attributes inherited from LayerAttribute | |
| data | |
Links LayerOperand to MemoryOperand.
| def __init__ | ( | self, | |
| dict[LayerOperand, MemoryOperand] | data | ||
| ) |
| def __str__ | ( | self | ) |
Reimplemented from LayerAttribute.
| bool contains_layer_op | ( | self, | |
| LayerOperand | layer_op | ||
| ) |
| bool contains_mem_op | ( | self, | |
| MemoryOperand | mem_op | ||
| ) |
| def copy | ( | self | ) |
| def layer_and_mem_ops | ( | self | ) |
| MemoryOperand layer_to_mem_op | ( | self, | |
| LayerOperand | layer_op | ||
| ) |
| LayerOperand mem_to_layer_op | ( | self, | |
| MemoryOperand | mem_op | ||
| ) |
Given a MemoryOperand, return the linked LayerOperand.

| data |
| layer_operands |
| mem_operands |