Automatic generation method for reduction summation hardware structure with optimal power consumption delay product
By collaboratively exploring topology and pipeline partitioning within a unified framework using the CISA algorithm, the global optimality problem of reduction summation structure design in existing technologies is solved, energy efficiency optimization is achieved, and it is applicable to the design of reduction summation units in parallel computing chips.
Patent Information
- Application Number
- CN202511500142.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-10-20
- Publication Date
- 2026-01-30
AI Technical Summary
Existing reduction and summation structure design methods lack global optimality, cannot find a balance between performance and power consumption, have incomplete design space exploration, and lack comprehensive pipeline cost assessment, thus failing to achieve energy efficiency optimization.
We employ an automatic hardware architecture generation method that uses power-delay product optimization reduction and summation. Through the CISA algorithm, we collaboratively explore topology and pipeline partitioning within a unified framework, and generate the optimal hardware design using precise circuit models and objective functions.
It achieves a hardware design with optimal global energy efficiency, improves design efficiency and quality, eliminates uncertainties caused by human factors, and is suitable for the design of reduction and summation units in parallel computing chips.