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You are here: Home / Appearances / Intel Presents MemVerge at AI Field Day 1

Intel Presents MemVerge at AI Field Day 1



AI Field Day 1

Yue Li presented at AI Field Day 2


This Presentation date is November 20, 2020 at 11:00-12:00.

Presenters: Charles Fan, Yue Li


Follow on Twitter using the following hashtags or usernames: #AIFD1, @IntelAI, @MemVerge


Machine Learning Use Cases for MemVerge Memory Machine Software


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Yue Li, Co-Founder and CTO, presents AI applications for MemVerge Memory Machine software. He begins with training using large memory, showing that DRAM can be combined with Intel Optane Persistent Memory (PMEM) to provide large memory capacity with DRAM-like speed. He uses GraphSAGE as an example of machine learning on a large graph with MemVerge Transparent Memory Service. Next he presents inference with a large model and feature embeddings using Facebook’s DLRM as an example. He also uses image recognition as an example of leveraging MemVerge. Finally he discusses using persistent memory for instant model rollback or recovery.

Personnel: Yue Li


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