Conferences / PyTorch Conference
PyTorch Conference 2024
Sep 18–19, 2024 · Fort Mason Center, San Francisco, CA, United States
- Conference
- PyTorch Conference Data science & ML
- Dates
- Sep 18, 2024 – Sep 19, 2024
- Venue
- Fort Mason Center
- Place
- San Francisco, CA, United States
- Format
- In person
- Status
- Past
- Attendance
- 1,500PyTorch blog recap: 'gathered nearly 1,500 AI researchers, developers, and enthusiasts' (approximate).
- Website
- events.linuxfoundation.org
- Recorded
- 31 sponsors · 146 speaker appearances
- Notes
- Full Sched programme recorded (95 sessions incl. DL Compiler and Fine Tuning mini-summits, breaks excluded); affiliations as shown on Sched. Registration prices not shown on the archived LF register page.
Ticket prices
No ticket prices recorded
Sponsors 31
Title / headline 6
- AMD · Diamond
- Cloud Native Computing Foundation · Diamond
- IBM · Diamond
- Intel · Diamond
- Lightning AI · Diamond
- Meta · Diamond
Silver 12
Other 3
- Amazon Web Services · Diversity Scholarship
- Hugging Face · PyTorch Flare Party
- Mayfield · Startup Showcase
Speakers and talks 146
| Speaker | Company | Role | Talk | Links |
|---|---|---|---|---|
| Aleksander Mądry | OpenAI | Keynote | Keynote Panel Discussion: Responsible AI | — |
| Anastasios Angelopolous | LMArena | Keynote | Keynote Panel Discussion: Scaling & Benchmarking | — |
| Anush Elangovan | AMD | Keynote | Sponsored Keynote: Accelerating AI: How AMD and PyTorch Drive Innovation with Seamless Day-0 Support and High Performance | — |
| Aparna Ramani | Meta | Keynote | Keynote Panel Discussion: Scaling & Benchmarking | — |
| Chip Huyen | Tep Studio | Keynote | Keynote: Why You Should Think Twice Before Paying for an Evaluation Tool | — |
| Cormac Brick | Keynote | Keynote: Enabling Generative AI on the Edge | — | |
| Hanna Hajishirzi | UW/AI2 | Keynote | Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling | — |
| Ion Stoica | UC Berkeley | Keynote | Keynote: Ray: A Distributed Framework for Heterogeneous Computing | — |
| James Bradbury | Anthropic | Keynote | Keynote Panel Discussion: Scaling & Benchmarking | — |
| Jerry Liu | LlamaIndex | Keynote | Keynote: Building an Advanced Knowledge Assistant | — |
| Kartikay Khandelwal | Meta | Keynote | Keynote: PyTorch Technical Deep Dive | — |
| Kismat Singh | Intel | Keynote | Sponsored Keynote: Enabling AI Everywhere with PyTorch and Intel | — |
| Kush Varshney | IBM | Keynote | Keynote Panel Discussion: Responsible AI | — |
| Lisa Dunlap | UCB/LMSys | Keynote | Keynote Panel Discussion: Scaling & Benchmarking | — |
| Luca Antiga | Lightning AI | Keynote | Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle | — |
| Matt White | The Linux Foundation | Keynote | Keynote: Welcome & Opening Remarks | — |
| Mengtao (Martin) Yuan | Meta | Keynote | Keynote: PyTorch Technical Deep Dive | — |
| Mudhakar Srivatsa | IBM | Keynote | Sponsored Keynote: Optimizing AI Inference for Large Language Models | — |
| Peng Wu | Meta | Keynote | Keynote: PyTorch Technical Deep Dive | — |
| PhD | — | Keynote | Keynote: Navigating the Architectural Timeline of LLMs | — |
| Piotr Bialecki | NVIDIA | Keynote | Keynote: PyTorch Technical Deep Dive | — |
| Rishi Bommasani | Stanford Center for Research on Foundation Models | Keynote | Keynote Panel Discussion: Responsible AI | — |
| Sara Hooker | Cohere | Keynote | Keynote Panel Discussion: Responsible AI | — |
| Sebastian Raschka | Lightning AI | Keynote | Keynote: Navigating the Architectural Timeline of LLMs | — |
| Taylor Dolezal | Cloud Native Computing Foundation | Keynote | Sponsored Keynote: From Containers to Cognition: Conducting the AI Orchestra | — |
| Tri Dao | Together AI | Keynote | Keynote Panel Discussion: Scaling & Benchmarking | — |
| Will Constable | Meta | Keynote | Keynote: PyTorch Technical Deep Dive | — |
| Aakanksha Chowdhery | Meta | Panelist | Panel Discussion | — |
| Adnan Hoque | IBM | Poster | Poster Presentations | — |
| Alban Desmaison | Meta | Lightning talk | Lightning Talk: A Whirlwind Tour of PyTorch Extension Points | — |
| Alex Sin | Intel | Poster | Poster Presentations | — |
| Alexis Baudron | Sony | Lightning talk | Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising | — |
| Alexis Conneau | OpenAI | Panelist | Panel Discussion | — |
| Andrey Talman | Meta | Lightning talk | Lightning Talk: PyTorch Release Process | — |
| Angela Yi | Meta | Lightning talk | Lightning Talk: What’s New in Export? | — |
| Angela Yi | Meta | Poster | Poster Presentations | — |
| Animesh Jain | Meta | Poster | Poster Presentations | — |
| Antoni Viros i Martin | IBM | Poster | Poster Presentations | — |
| Avik Chaudhuri | Meta | Lightning talk | Lightning Talk: What’s New in Export? | — |
| Bin Bao | Meta | Poster | Poster Presentations | — |
| Blair Birdsell | Surespan Construction | Poster | Poster Presentations | — |
| Brian Hirsh | Meta | Poster | Poster Presentations | — |
| Catherine Lee | Meta | Lightning talk | Lightning Talk: What's New for PyTorch Developer Infrastructure | — |
| CEMAL Bilgin | Meta | Lightning talk | Lightning Talk: LLMs on Edge with AI Accelerators | — |
| Chen Lai | Metea | Lightning talk | Lightning Talk: LLMs on Edge with AI Accelerators | — |
| Chien-Chin Huang | Meta | Poster | Poster Presentations | — |
| Chih-Chieh Yang | IBM | Poster | Poster Presentations | — |
| Chirag Pandya | Meta | Poster | Poster Presentations | — |
| Dan Fernandez | Chainguard | Lightning talk | Lightning Talk: Beyond Zero: Eliminating Vulnerabilities in PyTorch Container Images | — |
| Daniel Han | Unsloth | Speaker | Hacks to Make LLM Training Faster | — |
| Daniel Haziza | Meta | Poster | Poster Presentations | — |
| Diogo Venâncio | University of Lisbon | INESC-ID | Poster | Poster Presentations | — |
| Eikan Wang | Intel | Poster | Poster Presentations | — |
| Emma Ning | Microsoft | Poster | Poster Presentations | — |
| Eric Yang | Poster | Poster Presentations | — | |
| Evan Smothers | Meta | Speaker | torchtune: Easy and Accessible Finetuning in Native PyTorch | — |
| Hailey Schoelkopf | EleutherAI | Panelist | Panel Discussion | — |
| Hansong Zhang | Meta | Poster | Poster Presentations | — |
| Hao Wu | George Mason University | Poster | Poster Presentations | — |
| Hiroshi Inoue | IBM | Poster | Poster Presentations | — |
| Horace He | Meta | Poster | Poster Presentations | — |
| Horace He | Meta | Lightning talk | Lightning Talk: New Activation Checkpointing APIs in PyTorch | — |
| Horace He | Meta | Lightning talk | Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performance of FlashAttention | — |
| Howard Huang | Meta | Lightning talk | Lightning Talk: Introduction to Torch.Distributed.Pipelining | — |
| Huamin Li | Meta | Poster | Poster Presentations | — |
| Hyoyoung Chang | PyTorch | Poster | Poster Presentations | — |
| Iris Zhang | Meta | Poster | Poster Presentations | — |
| Jack Clayton | Modular | Poster | Poster Presentations | — |
| Jacques Pienaar | Panelist | DL Compiler Panel Discussion | — | |
| Jacques Pienaar | Speaker | [MLIR] Enabling Composition of Kernels and Compilers | — | |
| Jason Ansel | Meta | Speaker | [HALIDE] A Halide Backend for TorchInductor | — |
| Jason Ansel | Meta | Panelist | DL Compiler Panel Discussion | — |
| Jeff Daily | AMD | Lightning talk | Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm | — |
| Jeffrey Wan | Meta | Lightning talk | Lightning Talk: New Activation Checkpointing APIs in PyTorch | — |
| Jesse Cai | Meta | Lightning talk | Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss | — |
| Jesse Cai | Meta | Poster | Poster Presentations | — |
| Joe Spisak | Reflection AI | Speaker | The State of the Llama Ecosystem | — |
| Joel Schlosser | Meta | Poster | Poster Presentations | — |
| Joshua Lochner | Hugging Face | Poster | Poster Presentations | — |
| Junghwan Park | PyTorchKR | Poster | Poster Presentations | — |
| KaiChao YOU | Tsinghua University | Poster | Poster Presentations | — |
| Kartikay Khandelwal | Meta | Host | Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit | — |
| Ke Wen | Meta | Lightning talk | Lightning Talk: Introduction to Torch.Distributed.Pipelining | — |
| Kimish Patel | Meta | Lightning talk | Lightning Talk: LLMs on Edge with AI Accelerators | — |
| Kshama Pawar | Microsoft | Poster | Poster Presentations | — |
| Laikh Tewari | NVIDIA | Poster | Poster Presentations | — |
| Louie Tsai | Intel | Poster | Poster Presentations | — |
| Luca Antiga | Lightning AI | Lightning talk | Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder | — |
| Lucas Pasqualin | PyTorch | Poster | Poster Presentations | — |
| Manfei Bai | Poster | Poster Presentations | — | |
| Michał Szołucha | NVIDIA | Poster | Poster Presentations | — |
| Mikayla Gawarecki | Meta | Poster | Poster Presentations | — |
| Mikhail Zolotukhin | Modular | Panelist | DL Compiler Panel Discussion | — |
| Mikhail Zolotukhin | Modular | Speaker | [MOJO] Lifting PT to New Heights with MAX and Mojo | — |
| Mingfei Ma | Intel | Poster | Poster Presentations | — |
| Na Li | Poster | Poster Presentations | — | |
| Nick Kreeger | Modular | Poster | Poster Presentations | — |
| Nicolas Hug | Meta | Lightning talk | Lightning Talk: Implementing and Using Iterable Datasets: What Could Go Wrong? | — |
| Oguz Ulgen | Meta | Poster | Poster Presentations | — |
| Olivia Liu | Meta | Lightning talk | Lightning Talk: On-Device Profiling and Debugging with ExecuTorch | — |
| Omar Sanseviero | Hugging Face | Lightning talk | Lightning Talk: Distributing a Million Open Models in the Wild: Lessons Learned from the Hugging Face Hub | — |
| Pareena Verma | Arm | Lightning talk | Lightning Talk: Empowering Developers: Tools and Resources for Running Generative AI on Arm CPUs | — |
| Patrick Smyth | Chainguard | Lightning talk | Lightning Talk: Beyond Zero: Eliminating Vulnerabilities in PyTorch Container Images | — |
| Pauline Sho | Poster | Poster Presentations | — | |
| Peng Wu | Meta | Panelist | DL Compiler Panel Discussion | — |
| Phil Tillet | OpenAI | Panelist | DL Compiler Panel Discussion | — |
| Phil Tillet | OpenAI | Speaker | [TRITON] Maximizing Kernel Development Productivity Under Performance Constraints | — |
| Pragaash Ponnusamy | Together AI | Speaker | Together Goes Brrr: Threading Research & Production with Torch Compile | — |
| Qidong Zhao | North Carolina State University | Poster | Poster Presentations | — |
| Richard Zou | Meta | Lightning talk | Lightning Talk: Extending PyTorch with Custom Python/C++/CUDA Operators | — |
| Rostan TABET | NVIDIA | Poster | Poster Presentations | — |
| Roy Allela | Amazon Web Services | Poster | Poster Presentations | — |
| Saaketh Narayan | Databricks | Lightning talk | Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset | — |
| Sahan Paliskara | Meta | Lightning talk | Lightning Talk: What's New for PyTorch Developer Infrastructure | — |
| Shailvi Wakhlu | Shailvi Ventures LLC | Lightning talk | Lightning Talk: Debiasing the Data Lifecycle | — |
| Sheng Qin | Meta | Poster | Poster Presentations | — |
| Sherlock Huang | Meta | Poster | Poster Presentations | — |
| Sijia Chen | Meta | Poster | Poster Presentations | — |
| Sreen Tallam | Meta | Poster | Poster Presentations | — |
| Srishti Hegde | Chainguard | Lightning talk | Lightning Talk: Beyond Zero: Eliminating Vulnerabilities in PyTorch Container Images | — |
| Sunita Nadampalli | Amazon Web Services | Lightning talk | Lightning Talk: Optimized PyTorch Inference on aarch64 Linux CPUs | — |
| Susi Gentsch | University of Bonn | Lightning talk | Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian Hieroglyph Translation from Image | — |
| Syed Ahmed | NVIDIA | Lightning talk | Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch | — |
| Tabari Alexander | IBM | Poster | Poster Presentations | — |
| Tianqi Chen | CMU and NVIDIA | Speaker | [TVM] Universally Deploy Large-language Models via ML Compilation | — |
| Tianqi Chen | CMU and NVIDIA | Panelist | DL Compiler Panel Discussion | — |
| Tianyu Liu | Meta | Poster | Poster Presentations | — |
| Tim Dettmers | Ai2 & Carnegie Mellon University | Panelist | Panel Discussion | — |
| Titus Von Koeller | Hugging Face | Poster | Poster Presentations | — |
| Tristan Rice | Meta | Poster | Poster Presentations | — |
| Tristan Webb | d-Matrix | Lightning talk | Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplifying PTQ/QAT | — |
| Tugsbayasgalan Manlaibaatar | Meta | Lightning talk | Lightning Talk: What’s New in Export? | — |
| Varun Puri | — | Lightning talk | Lightning Talk: On-Device Profiling and Debugging with ExecuTorch | — |
| Vasiliy Kuznetsov | Meta | Lightning talk | Lightning Talk: Low Precision Dtypes in PyTorch | — |
| Vineeth Gutta | University of Delaware | Lightning talk | Lightning Talk: In-Transit Machine Learning Using PyTorch on Frontier Exascale System | — |
| Wei Sun | Meta | Poster | Poster Presentations | — |
| William Wen | Meta | Poster | Poster Presentations | — |
| Wing Lian | Axolotl AI | Speaker | The Challenges of Building an Opinionated Open Source LLM Framework | — |
| Yanbo Liang | Meta | Poster | Poster Presentations | — |
| Yanbo Liang | Meta | Lightning talk | Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performance of FlashAttention | — |
| Yeounoh Chung | Lightning talk | Lightning Talk: PyTorch/XLA Auto-Sharding | — | |
| Yidi WU | Meta | Lightning talk | Lightning Talk: What’s New in Export? | — |
| Yu Chin Fabian Lim | IBM | Poster | Poster Presentations | — |
| Zesheng Zong | Huawei | Lightning talk | Lightning Talk: Building and Supporting the Chinese PyTorch Community: Resources, Tutorials, and Engagement | — |
| Zhongqi Miao | Microsoft | Lightning talk | CANCELED: Lightning Talk: PyTorch-Wildlife: A Collaborative Deep Learning Framework for Conservation | — |
| Zifei Xu | d-Matrix | Lightning talk | Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplifying PTQ/QAT | — |