Compiler

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
Triton
Triton is a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment for expressing tensor math workloads that offers high flexibility, developer productivity and end to end performance.
Code DOC
Triton
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