MnasNet: Platform-Aware Neural Architecture Search for Mobile

Mobile-CPU CNN image classifier discovered by platform-aware neural architecture search: an RNN controller trained with reinforcement learning samples architectures from a factorized hierarchical search space and maximizes a multi-objective reward trading ImageNet top-1 accuracy against latency measured directly on a phone.