GB/T 41779-2022 in English
VALIDTest methods of energy efficiency for high performance computer system
- Issued on:2022-10-12
- Implemented on:2023-05-01
- File Format:PDF
- Delivery:Via email within 1~3 business days
Price(USD):
$220.00
$214.00
$214.00
《GB/T 41779-2022高性能计算机系统能效测试方法》由TC28(全国信息技术标准化技术委员会)归口,TC28SC39(全国信息技术标准化技术委员会信息技术与可持续发展分会)执行,主管部门为国家标准化管理委员会。
Introduction
Interpretation of the core energy efficiency indicator system
| Performance indicators | Calculation method | Measurement requirements |
|---|---|---|
| HPCEE | Measured FLOPS/system energy consumption | ≥5 consecutive tests |
| FLOPS | M/(t×10^9) | Triangular system solution time ≥30min |
Analysis of key test technologies
Compute nodes use matrix blocking technology in the LU decomposition stage:
- Matrix initialization formula: A = LU (dimension N×N)
- Key calculation steps:
A22 - L21U12 = L22U22 - Accelerator card nodes must meet double-precision floating-point calculations
Energy efficiency classification and acceptance standards
| Energy efficiency rating | HPCEE value range | Power consumption test error |
|---|---|---|
| Special grade | ≥5,000 MFLOPS/kW | ≤±2.5% |
| Level 1 | 2,000-4,999 MFLOPS/kW | ≤±3% |
| Level 2 | 1,000-1,999 MFLOPS/kW | ≤±5% |
Technical Points for Implementation of Standards
- Environmental requirements guarantee:
- Temperature fluctuation <±0.5℃/h
- UPS power supply ripple factor <5%
- See Chapter 6 Cooling subsystem adaptation specification
- Test tool verification:
- Electricity monitoring equipment must achieve 0.5S-level accuracy
- Lindpack test procedures must pass N≥1e5 large matrix verification
Inspiration for industry development
This standard unified for the first time:
- Energy efficiency conversion method for heterogeneous computing nodes
- Storage subsystem energy consumption calculation method
Typical application:
An AI supercomputing project passed the standard test:
The measured computing efficiency reached 73.6%, saving>820,000kWh of electricity per year.
Sample only — not a preview of GB/T 41779-2022

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