Triton

Last updated on Jul 20, 2023
Code DOC
GPU Programming Language Compiler Optimization Performance Machine Learning
Keren Zhou
Keren Zhou
Assistant Professor

A humble learner.

Publications

Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
Advancements in deep learning are often associated with increasing model sizes. Training and deploying large models require …
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Events

Technical Review on PyTorch 2.0 and Triton
High-level overview of PyTorch 2.0 and Triton integration
Aug 7, 2023 10:03 PM — 10:03 PM Virtual
Project Slides
Towards Agile Development of Efficient Deep Learning Operators (Hardware Insights)
Presented a talk about Triton and requested feedback from Intel engineers
Jun 29, 2023 10:56 PM — 10:56 PM Virtual
Project Slides
Towards Agile Development of Efficient Deep Learning Operators (Call for Contributions)
Presented a talk about Triton and called for contributions to improving the language
Jun 19, 2023 10:56 PM — 10:56 PM Lake Tahoe, California
Project Slides
Towards Agile Development of Efficient Deep Learning Operators (Pre-MLIR)
Presented triton programming language and its next step
Dec 2, 2022 10:03 PM — 10:03 PM Virtual
Project Slides
Practical Performance Optimization for Deep Learning Applications
Presented triton programming language and a deep learning profiler
May 18, 2022 10:02 PM — 10:02 PM Virtual
Project Project Slides