2 papers
cs.DC2025
IsoSched: Preemptive Tile Cascaded Scheduling of Multi-DNN via Subgraph Isomorphism
Boran Zhao, Zihang Yuan, Yanbin Hu +5
Deploying deep neural network (DNN) accelerators with Layer Temporal Scheduling (LTS) often incurs significant overheads (e.g., energy and latency), as intermediate activations mus…
cs.LG2025
SparseMap: A Sparse Tensor Accelerator Framework Based on Evolution Strategy
Boran Zhao, Haiming Zhai, Zihang Yuan +4
The growing demand for sparse tensor algebra (SpTA) in machine learning and big data has driven the development of various sparse tensor accelerators. However, most existing manual…