Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training

Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko. Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training. In Irina Calciu, Geoff Kuenning, editors, 2021 USENIX Annual Technical Conference, USENIX ATC 2021, July 14-16, 2021. pages 503-521, USENIX Association, 2021. [doi]

Abstract

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