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What is: VEGA?

SourceVEGA: Towards an End-to-End Configurable AutoML Pipeline
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

VEGA is an AutoML framework that is compatible and optimized for multiple hardware platforms. It integrates various modules of AutoML, including Neural Architecture Search (NAS), Hyperparameter Optimization (HPO), Auto Data Augmentation, Model Compression, and Fully Train. To support a variety of search algorithms and tasks, it involves a fine-grained search space and a description language to enable easy adaptation to different search algorithms and tasks.