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#zero-cost-proxies

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papersTODAY 04:00 UTC

ZAPS Method Aims to Speed Up Neural Architecture Search with Zero-Cost Proxies

A new arXiv preprint introduces ZAPS, a technique for selecting zero-cost proxies that estimate how well a neural network architecture will perform before any training takes place. Because evaluating candidates normally requires full training runs, such proxies could make architecture search far cheaper. The paper focuses on how to identify which proxy to use for a given search task.

neural-architecture-search/efficiency/research/zero-cost-proxies