222 citations · 222 across the 2 of their papers we have counts for
2 papers
cs.AR2026
TriGen: NPU Architecture for End-to-End Acceleration of Large Language Models based on SW-HW Co-Design
Jonghun Lee, Junghoon Lee, Hyeonjin Kim +5
Recent studies have extensively explored NPU architectures for accelerating AI inference in on-device environments, which are inherently resource-constrained. Meanwhile, transforme…
cs.DC2018★ 222 cited
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
Xuan Yang, Mingyu Gao, Qiaoyi Liu +9
We show that DNN accelerator micro-architectures and their program mappings represent specific choices of loop order and hardware parallelism for computing the seven nested loops o…