doi.bio/philippe_tillet

Philippe Tillet

Overview

Philippe Tillet is a researcher and software engineer with expertise in computer science, specialising in machine learning and neural network computations. Tillet's work focuses on improving the performance and efficiency of neural network models and has developed the Triton compiler, an open-source Python library for writing highly efficient GPU code.

Education

Tillet is currently a Ph.D. Candidate at Harvard University in the field of computer science.

Career

Tillet has worked as a Software Engineer and Member of Technical Staff at OpenAI, where he was part of the Research Acceleration team. He has also collaborated with researchers from IBM, USA, and the Institute for Microelectronics, TU Wien, Wien, Austria.

Publications

Tillet has numerous publications in the field of computer science, including:

• "Triton: an intermediate language and compiler for tiled neural network computations" - Tillet et al.
• "Input-Aware Auto-Tuning of Compute-Bound HPC Kernels" - Tillet and Cox
• "Infomax-ICA using Hessian-free optimization" - Tillet, Kung, and Cox
• "ViennaCL - Linear Algebra Library for Multi- and Many-Core Architectures" - Rupp et al.
• "Achieving Portable High Performance for Iterative Solvers on Accelerators" - Rupp et al.
• "Performance Portability Study of Linear Algebra Kernels in OpenCL" - Rupp et al.
• "An automatic OpenCL compute kernel generator for basic linear algebra operations" - Tillet, Rupp, and Selberherr
• "Towards performance-portable, scalable, and convenient linear algebra" - Tillet, Rupp, Selberherr, and Lin

Awards and Recognition

Tillet's work on the Triton compiler has received recognition, with Tillet offering insights and suggestions for future compiler developments. His work has been influential, with 2,142 citations across his publications as of May 2024.

Youtube Videos

Youtube Title: THE TRITON LANGUAGE | PHILIPPE TILLET

Youtube Link: link

Youtube Channel Name: PyTorch

Youtube Channel Link: https://www.youtube.com/@PyTorch

THE TRITON LANGUAGE | PHILIPPE TILLET

Youtube Title: Triton Monthly Community Meetup 2023 07 18

Youtube Link: link

Youtube Channel Name: Triton

Youtube Channel Link: https://www.youtube.com/@Triton-openai

Triton Monthly Community Meetup 2023 07 18

Youtube Title: Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI

Youtube Link: link

Youtube Channel Name: PyTorch

Youtube Channel Link: https://www.youtube.com/@PyTorch

Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI

Youtube Title: Denmark official faints during Covid-19 conference

Youtube Link: link

Youtube Channel Name: TRT World Now

Youtube Channel Link: https://www.youtube.com/@TRTWorldNow

Denmark official faints during Covid-19 conference

Youtube Title: GPU optimization workshop with OpenAI, NVIDIA, PyTorch, and Voltron Data

Youtube Link: link

Youtube Channel Name: MLOps Learners

Youtube Channel Link: https://www.youtube.com/@mlopslearners

GPU optimization workshop with OpenAI, NVIDIA, PyTorch, and Voltron Data

Youtube Title: PyTorch 2.0: TorchInductor

Youtube Link: link

Youtube Channel Name: PyTorch

Youtube Channel Link: https://www.youtube.com/@PyTorch

PyTorch 2.0: TorchInductor

Youtube Title: Triton community meeting August 2023 08 22

Youtube Link: link

Youtube Channel Name: Triton

Youtube Channel Link: https://www.youtube.com/@Triton-openai

Triton community meeting August 2023 08 22

Youtube Title: Doctor reacts to oldest man in the world?! #shorts

Youtube Link: link

Youtube Channel Name: Dr Karan

Youtube Channel Link: https://www.youtube.com/@DrKaran

Doctor reacts to oldest man in the world?! #shorts

Youtube Title: Lightning Talk: Harnessing NVIDIA Tensor Cores: An Exploration of CUTLASS & OpenAI..- Matthew Nicely

Youtube Link: link

Youtube Channel Name: PyTorch

Youtube Channel Link: https://www.youtube.com/@PyTorch

Lightning Talk: Harnessing NVIDIA Tensor Cores: An Exploration of CUTLASS & OpenAI..- Matthew Nicely

Youtube Title: How the neural network sees memes😅

Youtube Link: link

Youtube Channel Name: LIL SEVENTEAN

Youtube Channel Link: https://www.youtube.com/@LILSEVENTEAN

How the neural network sees memes😅

Youtube Title: OpenAI Announces its first Developer Conference on November 6

Youtube Link: link

Youtube Channel Name: Tech Pluto

Youtube Channel Link: https://www.youtube.com/@techplutoofficial

OpenAI Announces its first Developer Conference on November 6

Youtube Title: OpenAI Triton Backend for Needle

Youtube Link: link

Youtube Channel Name: mkaushik

Youtube Channel Link: https://www.youtube.com/@mkaushik

OpenAI Triton Backend for Needle

Youtube Title: IT4IT™ - Panel Discussion The Open Group

Youtube Link: link

Youtube Channel Name: The Open Group

Youtube Channel Link: https://www.youtube.com/@theopengroup

IT4IT™ - Panel Discussion The Open Group

Youtube Title: Woman Faints While President Obama Gives Remarks About Healthcare Website Issues

Youtube Link: link

Youtube Channel Name: ABC News

Youtube Channel Link: https://www.youtube.com/@ABCNews

Woman Faints While President Obama Gives Remarks About Healthcare Website Issues

Youtube Title: PyTorch Conference 2022 Keynote

Youtube Link: link

Youtube Channel Name: PyTorch

Youtube Channel Link: https://www.youtube.com/@PyTorch

PyTorch Conference 2022 Keynote

Youtube Title: seeing wife face for first time #shorts

Youtube Link: link

Youtube Channel Name: PaulVuTV

Youtube Channel Link: https://www.youtube.com/@PaulVuTV

seeing wife face for first time #shorts