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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.
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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 | |
Collects the memory access pattern for each unit memory (memory holding one operand at one level).
| def __init__ | ( | self, | |
| LayerOperand | operand, | ||
| int | mem_level | ||
| ) |
| def __repr__ | ( | self | ) |
| def __str__ | ( | self | ) |

| FourWayDataMoving[int] get_attribute | ( | self, | |
| DataMoveAttr | attr | ||
| ) |
Retrieve a specific attribute.
| def set_attribute | ( | self, | |
| DataMoveAttr | attr, | ||
| dict[DataDirection, int] | values | ||
| ) |
Set a given attribute using a dictionary of DataDirection values.
| def update_single_dir_data | ( | self, | |
| DataDirection | direction, | ||
| int | new_value | ||
| ) |
Update a single direction value across all attributes.
| name |