Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedd Pla

优快云太难用了。。。以后将转战知乎。。。
文献阅读：
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms

本文用LUT做的run-time management, 就是在offline中先用accuracy predictor和latency predictor去预测sub-network延迟和acc，然后存在LUT里，在runtime的时候online时候 runtime manager读LUT，找满足要求的配置，配置是指不同精度和latency的模型，论文里是不同level

all in all是分两步，offline评估和online schedule

• Pre-sample a family of sub-networkfrom a static OFA (one for all network) and contains a runtime manager to choose different sub-networks under different runtime environments. 从OFA中预采样小网络，用runtime manager在不同runtime 环境下选择不同的子网络。
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