GRAPHCORE - Optimizing Machine Learning with Cloud-based IPUs: Techniques, Best Practices, and Cost-saving Strategies

2023-02-09 | 03:30 PM - 04:00 PM | Workshop 1

Information

In this workshop discusses the benefits and usage of Cloud-based Intelligence Processing Units (IPUs) for Machine Learning (ML) models. It may explore the various applications of Cloud IPUs, such as image classification, object detection, machine translation, language modeling, sentiment analysis, and speech recognition. It may also provide guidance on how to set up and manage IPU clusters, including information on configuring instances, creating and managing IPU clusters, and automating the deployment of ML models to the cluster. The workshop may also mention best practices for scaling IPU clusters to meet the demands of different ML workloads.

Speaker:
  • Vsevolod Vayner, Product Director at Gcore