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 […]
Category: Neural Architecture Search
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 […]
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 […]