Hardware-aware probabilistic machine learning models learning, inference and use cases
This book proposes probabilistic machine learning models that represent the hardware properties of the device hosting them. These models can be used to evaluate the impact that a specific device configuration may have on resource consumption and performance of the machine learning task, with the ove...
| Main Authors: | , , |
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| פורמט: | Electronic Resource |
| שפה: | English |
| יצא לאור: |
Switzerland
Springer
[2021]
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| נושאים: | |
| גישה מקוונת: | https://link-springer-com.ezproxy.engglib.upd.edu.ph/book/10.1007/978-3-030-74042-9 https://doi.org/10.1007/978-3-030-74042-9 |