3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CL2022★ 2 cited
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models
Bowen Shen, Zheng Lin, Yuanxin Liu +3
Transformer-based pre-trained language models (PLMs) mostly suffer from excessive overhead despite their advanced capacity. For resource-constrained devices, there is an urgent nee…
cs.PL2022★ 3 cited
TPU-MLIR: A Compiler For TPU Using MLIR
Pengchao Hu, Man Lu, Lei Wang +1
Multi-level intermediate representations (MLIR) show great promise for reducing the cost of building domain-specific compilers by providing a reusable and extensible compiler infra…