NVIDIA FLARE Webinar 3 - Advancing Federated Learning


Aug 27, 10:00 AM PDT. Add to calendar: Google | Outlook | Yahoo
  • Virtual NVIDIA
  • 7 RSVP
Description
Speaker

Join us for our Q3 NVIDIA FLARE Webinar, where we dive into the deployment capabilities as well as peer-to-peer algorithm development with NVIDIA FLARE—NVIDIA’s open-source federated learning framework. Whether you're new to FLARE or looking to take your distributed training pipelines to the next level, this session is packed with practical insights.

Agenda
10:00 am – 10:05 am PDT — Member join and welcome
10:05 am – 11:00 am PDT — Talk 1
11:00 am – 11:35 am PDT — Talk 2
11:35 am – 11:40 am PDT — Closing

Talk 1: Deploying Federated Learning with NVIDIA FLARE
Speaker: Zhijin Li (NVIDIA)
Abstract: This session offers a walkthrough of deploying federated learning using NVIDIA FLARE, covering the full journey from simulation to production. Topics include:

  • A brief refresher on Federated Learning and the NVIDIA FLARE framework
  • Provisioning sites and managing collaborators
  • Simulating deployments using POC mode
  • Setting up through the CLI and FLARE Dashboard
  • Running FLARE within Docker containers
  • Scaling to real-world deployments in the cloud

  • Talk 2: Peer-to-Peer Programming: Distributed Optimization with NVIDIA FLARE
    Speaker: Francesco Farina (NVIDIA)
    Abstract: Dive into cutting-edge distributed learning techniques using FLARE’s peer-to-peer (P2P) programming capabilities. In this session, we’ll cover:

  • Leveraging FLARE for custom P2P training
  • Building decentralized optimization workflows
  • Example use cases and implementation patterns
  • Venue:
    virtual, join from anywhere.

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    Zhijin Li (NVIDIA), Francesco Farina (NVIDIA)

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