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Wednesday, February 12 • 12:00pm - 12:50pm
PRO WORKSHOP : Hyperparameter Tuning for TensorFlow Using Katib and Kubeflow LIMITED

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Limited Capacity seats available

Neelima Mukiri and Meenakshi Kaushik provide an introduction to model building and optimization for TensorFlow in any Kubernetes environment. Katib is a scalable and flexible hyperparameter tuning framework and is tightly integrated with Kubernetes. It can be easily run on a laptop or in a distributed production deployment, and Katib jobs and configuration can be easily ported to any Kubernetes cluster.

You’ll go hands-on and set up a single-node Kubernetes on a laptop using VirtualBox. Neelima and Meenakshi provide a sample dataset and an example configuration and Kubeflow Pipeline that demonstrates hyperparameter tuning automation. They’ll walk you through Katib and Kubeflow overview, functionality, and usage. And you’ll explore how to port the tutorial to an enterprise environment for production deployment.

DeveloperWeek Speakers
avatar for Meenakshi Kaushik

Meenakshi Kaushik

Kubernetes & AI/ML, Cisco
Meenakshi Kaushik is a product manager for Cisco Container Platform, an enterprise-grade Kubernetes offering that supports GPU and Kubeflow for hybrid AI and ML workloads. Meenakshi is interested in the AI and ML space and is excited to see how the technology can enhance human well-being... Read More →
avatar for Neelima Mukiri

Neelima Mukiri

Principal Engineer, Cisco
Neelima Mukiri is a Principal Engineer in Cisco's Cloud Platform Solutions group working on the architecture and development of Cisco's Container Platform. Prior to this she worked on core virtualization layer at VMware and systems software in Samsung Electronics.

Wednesday February 12, 2020 12:00pm - 12:50pm PST
DeveloperWeek PRO Stage B (Grand Ballroom)