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CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning
Modern computing platforms are highly-configurable with thousands of int...
10/12/2020 ∙ by Rahul Krishna, et al. ∙
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FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
One of the key challenges in designing machine learning systems is to de...
01/18/2020 ∙ by Md Shahriar Iqbal, et al. ∙
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Transfer Learning for Performance Modeling of Deep Neural Network Systems
Modern deep neural network (DNN) systems are highly configurable with la...
04/04/2019 ∙ by Md Shahriar Iqbal, et al. ∙
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