MobileOne
- An Improved One Millisecond Mobile Backbone
- extensive analysis of different metrics by deploying several mobile friendly networks on a mobile device
- identify and analyze architectural and optimization bottlenecks
- many times faster on mobile
- Inspired byRepVGG
- Either Relu or SE-Relu is used as activation. The trivial over-parameterization factor is a hyperparameter which is tuned for every variant.
- better top-1 accuracy on ImageNet than EfficientNet at similar latency
