Mergen Nachin

Since the General Availability release of ExecuTorch 1.0 in October 2025, our team has continued to advance the state of the on-device AI software stack. In this talk, we will share our upcoming roadmap and present demos that highlight ExecuTorch’s deployment across the next frontiers, such as AI...

These sessions give participants an opportunity to meet some of the developers leading PyTorch to foster collaboration, gather feedback, and inspire contributions and collaboration . PyTorch core modules (e.g. torch.autograd, torch.optim, torch.nn) form the foundation for most AI research and...

ExecuTorch is an end-to-end solution for deploying PyTorch models onto edge devices, including mobile, embedded systems (such as smart sensors, IoT, and wearables), and XR devices. In this talk, we'll mainly focus on the maturity and stability of ExecuTorch, inviting mobile and embedded systems...

ExecuTorch announcement at the PyTorch Conference 2023. This presentation focuses on the technological advancements in PyTorch Edge, our on-device AI stack. We will provide an overview of the current market landscape and delve into ExecuTorch’s architecture, unique differentiators, and design...

This Deep Dive provides an update on the PT2 development since last conference and dives into the key new features coming in PyTorch 2.1 This will provide high level updates on compile, distributed, inference, export and edge.