A machine-learning based architecture search method for a neural network
A machine-learning based architecture search method for a neural network
- Neue Suche nach: ARASH VAHDAT
- Neue Suche nach: ARUN MOHANRAY MALLYA
- Neue Suche nach: MING-YU LIU
- Neue Suche nach: JAN KAUTZ
- Neue Suche nach: ARASH VAHDAT
- Neue Suche nach: ARUN MOHANRAY MALLYA
- Neue Suche nach: MING-YU LIU
- Neue Suche nach: JAN KAUTZ
In at least one embodiment, differentiable neural architecture search and reinforcement learning are combined under one framework to discover network architectures with desired properties such as high accuracy, low latency, or both. In at least one embodiment, an objective function for search based on generalization error prevents the selection of architectures prone to overfitting.
Dokumentinformationen
A machine-learning based architecture search method for a neural network
2022-06-15
Patent
Elektronische Ressource
Englisch
| IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL |
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