Episode
Combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure
with Cassie Breviu, Devang Aggarwal, Akhila Vidiyala
Devang Aggarwal and Akhila Vidiyala from Intel join Cassie Breviu to talk about Intel OpenVINO + ONNX Runtime. We'll look at how you can optimize large BERT models with the power of Optimum, OpenVINO™, ONNX Runtime, and Azure!
Chapters
- 00:00 - AI Show Begins
- 00:20 - Welcome and Introductions
- 01:35 - Intro to OpenVINO Execution Provider
- 03:04 - Demo - Object detection with YOLOv7
- 09:41 - The Architecture - how it works
- 11:00 - Optimization tools overview
- 11:33 - Optimum Intel overview
- 13:15 - What is the AI Workflow?
- 14:31 - Demo - Quantization Aware Training Using AzureML
- 20:25 - In review
- 21:54 - Wrap
Recommended resources
- Tutorials and demos
- AI and machine learning
- Azure Machine Learning
- Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure
Related episodes
- Join us every other Friday for an AI Show livestream on YouTube
- Subscribe to the AI Show
- AI Show Playlist
Connect
- Seth Juarez | Twitter: @sethjuarez
Devang Aggarwal and Akhila Vidiyala from Intel join Cassie Breviu to talk about Intel OpenVINO + ONNX Runtime. We'll look at how you can optimize large BERT models with the power of Optimum, OpenVINO™, ONNX Runtime, and Azure!
Chapters
- 00:00 - AI Show Begins
- 00:20 - Welcome and Introductions
- 01:35 - Intro to OpenVINO Execution Provider
- 03:04 - Demo - Object detection with YOLOv7
- 09:41 - The Architecture - how it works
- 11:00 - Optimization tools overview
- 11:33 - Optimum Intel overview
- 13:15 - What is the AI Workflow?
- 14:31 - Demo - Quantization Aware Training Using AzureML
- 20:25 - In review
- 21:54 - Wrap
Recommended resources
- Tutorials and demos
- AI and machine learning
- Azure Machine Learning
- Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure
Related episodes
- Join us every other Friday for an AI Show livestream on YouTube
- Subscribe to the AI Show
- AI Show Playlist
Connect
- Seth Juarez | Twitter: @sethjuarez
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