Michał Martyniak - Publications - Bridge of Knowledge

Michał Martyniak

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Year 2021

TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads
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- JOURNAL OF MACHINE LEARNING RESEARCH - Year 2021
TensorHive is a tool for organizing work of research and engineering teams that use servers with GPUs for machine learning workloads. In a comprehensive web interface, it supports reservation of GPUs for exclusive usage, hardware monitoring, as well as configuring, executing and queuing distributed computational jobs. Focusing on easy installation and simple configuration, the tool automatically detects the available computing...

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