MASE

MASE

DeepWok

MASE is a Machine Learning compiler and emulation flow based on PyTorch FX.

Webpage  /  Code  /  Paper

NewComputeBench

NewComputeBench

DeepWok

A benchmark suite for the new compute paradigm (Spiking neural networks, Optical computation, In-Memory computation, etc).

Webpage  /  Code

PLENA

PLENA

Haoran Wu, Can Xiao, Jiayi Nie, Xuan Guo, Binglei Lou, Jeffrey T.H. Wong, Zhiwen Mo, Cheng Zhang, Przemyslaw Forys, Wayne Luk, Hongxiang Fan, Jianyi Cheng, Timothy M. Jones, Rika Antonova, Robert Mullins, Aaron Zhao

Combating the Memory Walls: Optimization Pathways for Long-Context Agentic LLM Inference

Arxiv