GB/T 42018-2022 in English
VALIDInformation technology―Artificial intelligence―Platform computing resource specification
- Issued on:2022-10-12
- Implemented on:2023-05-01
- File Format:PDF
- Delivery:Via email within 5 business days
$359.00
《GB/T 42018-2022信息技术 人工智能 平台计算资源规范》由TC28(全国信息技术标准化技术委员会)归口,TC28SC42(全国信息技术标准化技术委员会人工智能分会)执行,主管部门为国家标准化管理委员会。
Introduction
Interpretation of the core components of the artificial intelligence platform specification
| Resource type | Training server | Inference accelerator card | Comparison of key technical points |
|---|---|---|---|
| Processor type | Multi-core x86/ARM CPU | Dedicated NPU/GPU | Differences in quantization accuracy support |
| Memory bandwidth | ≥512GB/s | ≥32GB/s | DDR protocol level requirements |
Implementation points of physical computing resources
According to the requirements of clause 6.1 of the standard: The training server must have at least FP32/FP16 data processing capabilities and support a three-level cache architecture (main frequency ≥ 2.5GHz Int... [Some text omitted] See Table 2 for model migration guidance.
Analysis of standard evolution background
Compared with the international ISO/IEC 22989 standard, GB/T42018 innovatively...
Compliance construction implementation plan
- The storage system must meet the NVMe SSD redundant configuration
- The network interface realizes 50,000 Gigabit optical fiber networking
- The sensor data preprocessing module integrates the H.265 encoder

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