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Awesome GitHub RepositoriesConvolutional Accelerators
Implementations that accelerate convolutional operations, typically by converting them to matrix multiplications via Im2Col.
Distinct from Convolutional Operations: Focuses on the acceleration mechanism (e.g., Im2Col) rather than the general mathematical definition of convolutional operations.
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Awesome Convolutional Accelerators GitHub Repositories
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- infrasys-ai/aisystem
Infrasys-AI/AISystem
17,017Voir sur GitHubAISystem 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
Accelerates convolutional operations by converting them into general matrix multiplications using the Im2Col algorithm.
Jupyter Notebookaiaiinfraaisys
