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Techniques for maximizing the efficiency and utilization of hardware cores and processing units.
Distinct from Hardware Optimization Utilities: Focuses on hardware utilization and data reuse rather than software-level optimization utilities.
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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
Increases hardware efficiency by optimizing core counts and maximizing data reuse within processing units.