Zhuoran Zhao
Research Scientist at Meta
- Role
- Research Scientist, Pytorch Ai Acceleration at Meta
- Location
- Menlo Park, CA, US
- LinkedIn followers
- 500 followers
About Zhuoran Zhao
I am a research scientist at Meta, working on PyTorch GPU AI inference runtime and compiler, with a focus on optimizing high concurrent recommendation systems. Before joining Meta, I received my Ph.D. degree in the Electrical and Computer Engineering (ECE) from the University of Texas at Austin. My research interests mainly include efficient runtime/middleware for edge computing, system-level performance modeling and software/hardware co-design. My personal website is: https://zoranzhao.github.io
Experience
Research Scientist, Pytorch Ai Acceleration
Aug 2023 — Present
Tech Lead on company-wide recommendation model AMD GPU inference enablement, bringing up AMD GPU inference from 0-1 and scaling to XX MW capacities serving billions of active users- PyTorch GPU ML inference runtime and compiler- Inference performance optimization for both AMD and NVIDIA GPU- GPU kernel/model arch co-design
Education
The University of Texas at Austin
Doctor of Philosophy (Ph.D.), Computer Engineering
2012 — 2019
Zhejiang University
Bachelor's degree, Electrical Engineering
2008 — 2012
The University of Texas at Austin
Master's degree, Computer Engineering
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