Reducing the carbon footprint of AI using the Once-for-All network
Artificial intelligence (AI) has recently become a focus of ethical concerns, but it also has some major sustainability issues — which MIT […]
Author: hanlab_admin
Auto Hardware-Aware Neural Network Specialization on ImageNet in Minutes
Designing specialized neural network architectures for different target hardware platforms and efficiency constraints is an essential step for the deployment phase of […]
Efficiently Understanding Videos, Point Cloud and Natural Language on NVIDIA Jetson Xavier NX
We are lucky to receive the Jetson Xavier NX developer kit from NVIDIA upon its early release. The user experience of the […]
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Han Cai, Ligeng Zhu, Song Han Abstract Neural architecture search (NAS) has a great impact by automatically designing effective neural network architectures. However, the […]