STORAGE MANAGEMENT FOR MACHINE LEARNING AT AUTONOMOUS MACHINES

Appu Abhishek R,Weast John C,Baghsorkhi Sara S,Gottschlich Justin E,Surti Prasoonkumar, Sakthivel Chandrasekaran, Koker Altug, Akhbari Farshad,Chen Feng, Kim Dukhwan,Srinivasa Narayan,Satish Nadathur Rajagopalan, Sinha Kamal,Ray Joydeep, Vembu Balaji, Macpherson Mike B,Hurd Linda L,Jahagirdar Sanjeev, Ranganathan Vasanth

user-618b9067e554220b8f259598(2018)

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摘要
A mechanism is described for facilitating storage management for machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting one or more components associated with machine learning, where the one or more components include memory and a processor coupled to the memory, and where the processor includes a graphics processor. The method may further include allocating a storage portion of the memory and a hardware portion of the processor to a machine learning training set, where the storage and hardware portions are precise for implementation and processing of the training set.
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关键词
Graphics,Mechanism (engineering),Computer science,Machine learning,Artificial intelligence,Storage management,Training set
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