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Thoughts on Research, Community and Impact
Luis Ceze
Fri Apr 09 08:15 AM -- 09:00 AM (PDT) @
Ideas that worked. Ideas that didn’t, Ideas that published. Ideas that didn’t publish but had impact. I will focus on the road of TVM from a research project to open source package to community to foundation of a company.
Author Information
Luis Ceze (University of Washington and OctoML)
More from the Same Authors
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2022 Poster: DietCode: Automatic Optimization for Dynamic Tensor Programs »
Bojian Zheng · Ziheng Jiang · Cody Hao Yu · Haichen Shen · Joshua Fromm · Yizhi Liu · Yida Wang · Luis Ceze · Tianqi Chen · Gennady Pekhimenko -
2022 Poster: SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud »
Liang Luo · Peter West · Pratyush Patel · Arvind Krishnamurthy · Luis Ceze -
2022 Oral: SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud »
Liang Luo · Liang Luo · Peter West · Peter West · Pratyush Patel · Pratyush Patel · Arvind Krishnamurthy · Luis Ceze · Luis Ceze -
2022 Oral: DietCode: Automatic Optimization for Dynamic Tensor Programs »
Bojian Zheng · Ziheng Jiang · Cody Hao Yu · Haichen Shen · Joshua Fromm · Yizhi Liu · Yida Wang · Luis Ceze · Tianqi Chen · Gennady Pekhimenko -
2021 : Panel Discussion »
Luis Ceze · Cliff Young · Chris Lattner -
2020 Oral: Riptide: Fast End-to-End Binarized Neural Networks »
Joshua Fromm · Meghan Cowan · Matthai Philipose · Luis Ceze · Shwetak Patel -
2020 Poster: PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud »
Liang Luo · Peter West · Jacob Nelson · Arvind Krishnamurthy · Luis Ceze -
2020 Poster: Riptide: Fast End-to-End Binarized Neural Networks »
Joshua Fromm · Meghan Cowan · Matthai Philipose · Luis Ceze · Shwetak Patel -
2020 Oral: PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud »
Liang Luo · Peter West · Jacob Nelson · Arvind Krishnamurthy · Luis Ceze