2 papers
cs.AR2022
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays
Jianchao Yang, Mei Wen, Junzhong Shen +5
State-of-the-art systolic array-based accelerators adopt the traditional im2col algorithm to accelerate the inference of convolutional layers. However, traditional im2col cannot ef…
cs.NI2019
Metaflow: A DAG-Based Network Abstraction for Distributed Applications
Jiawei Fei, Yang Shi, Qun Huang +1
In the past decade, increasingly network scheduling techniques have been proposed to boost the distributed application performance. Flow-level metrics, such as flow completion time…