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高性能的云端推理AI加速器设计

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阐述云推理服务需要高性能和高功耗效率的人工智能(AI)加速器.Cloudblazer i20加速器通过精心的硬件-软件协同设计,具有高带宽的大容量多级内存层次结构、高效的矩阵计算和内存访问的并行性,并通过动态功耗管理,对功耗进行优化,降低了功耗.
Design of High-performance Cloud Inference AI Accelerator
This paper expounds that Cloud inference services require high-performance and power-efficient artificial intelligence(AI)accelerators.Our product,the Cloudblazer i20 accelerator,provides excellent performance and power efficiency through careful hardware-software co-design.The Cloudblazer i20 features a high-bandwidth,large-capacity multi-level memory hierarchy,efficient parallelism in matrix computations and memory access,and optimized power management through dynamic power optimization to minimize power consumption.

circuit designacceleratorartificial intelligencedynamic power managementefficient matrix computing

赵立东、胡侨娟、刘彦

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上海燧原科技股份有限公司,上海 201203

电路设计 加速器 人工智能 动态功耗管理 高效矩阵计算

2024

集成电路应用
上海贝岭股份有限公司

集成电路应用

影响因子:0.132
ISSN:1674-2583
年,卷(期):2024.41(7)