Exchange ideas w/ other devs | on-device AI, inference, voice agents, machine learning compilers... // TRAIN BRAIN

Exchange ideas w/ other devs | on-device AI, inference, voice agents, machine learning compilers...

PyTorch Ambassador and #PyTorchCon North America 2026 Program Committee member, Masahiro Hiramori of Mitsubishi Electric Corporation, will be following work across on-device AI, efficient inference, voice agents, and machine learning compilers at this year’s conference.
He's also looking forward to exchanging ideas with other developers and seeing what the broader PyTorch community is building.
Register for PyTorch Conference North America 2026: https://hubs.la/Q04v4SL60

PyTorch

Welcome to the official PyTorch YouTube Channel. Learn about the latest PyTorch tutorials, new, and more. PyTorch is an open source machine learning framework that is used by both researchers and developers to build, train, and deploy ML systems that so...

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Exchange ideas w/ other devs | on-device AI, inference, voice agents, machine learning compilers...

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DeepSpeed Is Not Just ZeRO: Tensor, Sequence, and Expert Parallelism with ZeRO-Level Usability

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Extending TorchInductor with FlyDSL: A New MLIR-Native Backend for High-Performance GEMMs

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AI Agents for LLM Inference Runtimes on Edge Hardware

Optimizing Multi-Stage AI Pipelines: Prefix Caching for Faster Autoregressive Inference

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Write Once, Run Everywhere with Pytorch Transformers - Pedro Cuenca, Hugging Face

The Science and Practice of Open and Scalable LLM Evaluations - Grzegorz Chlebus, NVIDIA

Lightning Talk: Deep Learning in the Wild: Embedded PyTorch for... Taraqur Rahman & Owen O'Donnell

The Token Slice: Implementing Preemptive Scheduling Via Chunked Decod... Maroon Ayoub & Kellen Swain

Enabling State-of-the-art Asynchronous Execution in Torch.compile With CUDA Streams - Michael Lazos

Lightning Talk: ExecuTorch on Microcontrollers: Deploying PyTorch To... RJ Ascani & Matthias Cremon

Lightning Talk: TerraKit: Standardising AI-Ready Geospatial Data... Rosie Lickorish & Romeo Kienzler

Lightning Talk: Bayesian Neural Networks With Variational Inference in PyTorch - Lars Heyen

Lightning Talk: Why Your Forecasting Transformer Isn’t Working (And How To Fix It... Rosheen Naeem

Build PyTorch to Understand PyTorch - Vijay Janapa Reddi & Andrea Mattia Garavagno

Lightning Talk: Jigsaw: Domain and Tensor Parallelism for High-Resolution Inp... Deifilia Kieckhefen

Optimizing PyTorch on CPU-GPU Coherent Platforms - Matthias Jouanneaux, Nvidia

torch.compile and Diffusers: A Hands-On Guide to Peak Performance - Sayak Paul, Hugging Face

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Behind Every AI SBOM Lies a Minefield: Here's How to Not Step... - Matthew Crawford & Jimmy Ahlberg

SPDX: Tackling System Risk in Modern Supply Chains - Kate Stewart & Gary O'Neall

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