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計算機組織與結構
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Ch7 其他（Others）
第 9 題／共 19 題
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CC 9/19
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9. AI Accelerator、MIPS、NVLink、Data Center
#CC-07-009
中
AI Accelerator
MIPS
NVLink
Data Center
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Which of the following statements are true?
A
(a) The metric of ops/sec is not the absolute performance metric for AI accelerators; instead, the metric of tokens/sec is a good indicator for LLM inference.
B
(b) The CPU performance metric MIPS is not a fair indicator since it does not consider the complexity of machine instructions. A machine instruction set of short and fast instructions tends to have higher MIPS.
C
(c) NVIDIA NVLink and AMD Infinity Fabric are used to improve the data transfer rate between chips as an LLM model training and inference cannot be conducted within a single AI accelerating chip.
D
(d) Data center computing resources consistently operate at high utilization levels due to rapidly increasing demand, while utilization imbalances across data centers can be effectively mitigated through network-enabled demand redistribution.
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