![]() (Synthesis Lectures on Computer Architecture)Īuthors - Vivienne Sze, Yu-Hsin Chen, Tien-Ju Yang, and Joel S. Reliability and Security of ML AcceleratorsĮfficient processing of deep neural networks.Industry Case Studies (Established Startups).On-device and Federated Learning on ML Accelerators.Distributed Inference and Collaborative Cloud/Edge Execution.Accelerator/Workload Characterizations for Various Deployment Scenarios.Accelerator Benchmarking and Workload Characterizations. ![]()
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