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Executes a single instruction stream on a single data stream using serial computation.
Distinct from Single-Node Processing: No candidate covers the Single Instruction, Single Data (SISD) serial computation paradigm specifically for AI hardware analysis.
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AISystem is a comprehensive AI full-stack infrastructure project covering the entire pipeline from AI chip architecture to high-level training frameworks. It encompasses the development of AI compiler frameworks, inference engines, and distributed training orchestrators designed to coordinate workloads across a heterogeneous compute stack of CPUs, GPUs, and NPUs. The project focuses on the deep integration of software and hardware, employing software-hardware co-design to align tensor layouts with physical memory structures. It provides specialized capabilities for accelerating Transformer mo
Provides a basis for comparing serial computation patterns against parallel AI processing models.