Description: This webinar will cover the TensorFlow (TF) Model Garden – a collection of machine learning example models available on GitHub (https://github.com/tensorflow/models) which demonstrates best practices for TF users. TF Model Garden includes state-of-the-art (SOTA) models in image classification, object detection and segmentation, natural language processing (NLP), and recommendation engines. We will demonstrate the complete pipeline of TF model usage on HPCMP supercomputers, from configuring your software environment to training models, exporting, inferencing, and analyzing the results. This training event will cover nuances between HPCMP systems (e.g., TF under POWER9 and x86_64 architectures) and how to make use of multiple GPUs.
Presenter(s): Sheila McGee-Rosser, GDIT/PET
Location: Webcast
Date & Time: December 9, 2021, 2:00p - 3:30p ET
Distribution Statement D. Distribution authorized to the Department of Defense and U.S. DoD contractors only, Administrative or Operational Use, 9 December 2021. Other requests for this document shall be referred to the High Performance Computing Modernization Office, 3909 Halls Ferry Road, Vicksburg, MS 39180.
- Presenter: Sheila McGee-Rosser