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Associations between physical hardware structures and software programming models for accelerator execution.
Distinct from Hardware Capability Modeling: Distinct from Hardware Capability Modeling: focuses on the mapping to software programming models (like CUDA) rather than just describing physical capabilities.
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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
Relates physical hardware structures like SIMD to software programming models such as CUDA.