SubFlow: A dynamic induced-subgraph strategy toward real-time DNN inference and training

S Lee, S Nirjon - 2020 IEEE Real-Time and Embedded …, 2020 - ieeexplore.ieee.org
We introduce SubFlow-a dynamic adaptation and execution strategy for a deep neural
network (DNN), which enables real-time DNN inference and training. The goal of SubFlow is …

[PDF][PDF] SubFlow: A dynamic induced-subgraph strategy toward real-time DNN inference and training

S Lee, S Nirjon - 2020 IEEE Real-Time and Embedded …, 2020 - drive.google.com
We introduce SubFlow—a dynamic adaptation and execution strategy for a deep neural
network (DNN), which enables real-time DNN inference and training. The goal of SubFlow is …

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training

S Lee, S Nirjon - conferences.computer.org
We introduce SubFlow—a dynamic adaptation and execution strategy for a deep neural
network (DNN), which enables real-time DNN inference and training. The goal of SubFlow is …

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training

S Lee, S Nirjon - 2020 IEEE Real-Time and Embedded Technology …, 2020 - computer.org
We introduce SubFlow-a dynamic adaptation and execution strategy for a deep neural
network (DNN), which enables real-time DNN inference and training. The goal of SubFlow is …