/onnx-wids-tutorial

ONNX talk and workshop details for WIDS 2020.

Primary LanguageJupyter Notebook

onnx-wids-tutorial

ONNX talk and workshop details for WIDS 2020.

http://aka.ms/wids2020

Contributors

  • Vinitra Swamy
  • Cecilia Liu
  • Ashwini Khade

Demo Notebook

Optimize BERT with ONNX Runtime

Workshop Timeline

  • Overview of ONNX / ONNX Runtime (10 minutes)
  • Setup: Create Microsoft accounts, clone Azure Notebooks repo, install dependencies (10 minutes)
  • Demo
    • Convert BERT from PyTorch to ONNX (10 minutes)
    • Inference inputs / outputs with ONNX Runtime (5 minutes)
    • Optimizations with ONNX Runtime (5 minutes) + Demo: OLive Tool (5 minutes)
  • Discuss Azure ML deployment (5 minutes)
  • Questions (5 minutes)

WIDS 2020 - Silicon Valley
WIDS 2020 - Session Recordings