An automated two-stage neural architecture search and compression pipeline discovers FPGA-efficient models for Bragg peak finding and jet classification, beating or matching hand-crafted baselines on accuracy, latency, and resource use.
Optuna: A next-generation hyperparameter optimization framework
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Neural Architecture Codesign for Fast Physics Applications
An automated two-stage neural architecture search and compression pipeline discovers FPGA-efficient models for Bragg peak finding and jet classification, beating or matching hand-crafted baselines on accuracy, latency, and resource use.