An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions.
Caleb TungNicholas EliopoulosPurvish JajalGowri RamshankarChen-Yun YangNicholas SynovicXuecen ZhangVipin ChaudharyGeorge K. ThiruvathukalYung-Hsiang LuPublished in: CoRR (2023)
Keyphrases
- energy efficiency
- energy consumption
- power consumption
- wireless sensor networks
- response time
- energy efficient
- sensor networks
- data center
- power management
- high performance computing
- routing protocol
- energy management
- energy saving
- power saving
- energy aware
- energy conservation
- node selection
- cellular neural networks
- smart home
- sensor nodes
- traffic load
- topology control
- data sets
- wireless sensor
- network lifetime
- real time
- routing algorithm
- residual energy