NAS-Bench-301 Dataset v1.0

Name: NAS-Bench-301 Dataset v1.0
Published: 2020-11-17T13:31:41+00:00
License: https://www.apache.org/licenses/LICENSE-2.0.html
Keywords: CIFAR-10, Neural Architecture Search, Performance prediction, Knowledge Representation and Machine Learning

dataset

posted on 2020-11-17, 13:31 authored by Lucas ZimmerLucas Zimmer

A dataset of architectures and their performance on CIFAR-10 used to create the surrogate benchmark described in "NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search".

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CIFAR-10 Neural Architecture Search Performance prediction Knowledge Representation and Machine Learning

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Apache 2.0

NAS-Bench-301 Dataset v1.0

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