Multi-Objective Bayesian Optimization of Deep Neural Networks for Deployment on Microcontrollers
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This presentation discusses efficient design and deployment of DNNs on microcontroller units (MCUs) using both pruning and quantization techniques. It also provides an overview of automated hardware-aware DNN design for MCU targets using multi-objective Bayesian optimization.
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