Thierry Moreau
Thierry Moreau has 2 papers in our library, in 2018–2019; often with Arvind Krishnamurthy, Carlos Guestrin, Eddie Yan.
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📄 2 works in our library · 🔗 Cited 520 times in our library · ⭐ Paper Stars ranking: #1873
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksHardware and Architecture · 2 works
Works by year
2010s
Papers
- TVM: An Automated End-to-End Optimizing Compiler for Deep Learning (2018 · 1,384 citations)
Deep learning models increasingly need to run on very different hardware: server GPUs, phones, embedded boards, and custom accelerators such as FPGAs and TPU-like chips. - Learning to Optimize Tensor Programs (2019 · 269 citations)
Deep learning systems depend on fast tensor operators such as matrix multiplication and convolution. Today these come mostly from hand-tuned vendor libraries like cuDNN, which cover only a narrow set of hardware and make every new device expensive to support. The authors treat operator implementation as a search…
Co-authors here
- Arvind Krishnamurthy ×2
- Carlos Guestrin ×2
- Eddie Yan ×2
- Lianmin Zheng ×2
- Luis Ceze ×2
- Tianqi Chen ×2
- Ziheng Jiang ×2
- Yuwei Hu
Cited by
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