DNN

TM-Training: An Energy-Efficient Tiered Memory System for Deep Learning Training in NPUs
DRAM accounts for a large fraction of the total cost of ownership of memory systems in deep learning acceleration systems. To achieve …
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TM-Training: An Energy-Efficient Tiered Memory System for Deep Learning Training in NPUs
VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing
The rapid advancement of Artificial Intelligence (AI) necessitates significant enhancements in the energy efficiency of Graphics …
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VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing