ML Model Serialization: Improving Efficiency and Flexibility

Name: ML Model Serialization: Improving Efficiency and Flexibility
Start: 2024-04-05T08:00:00+00:00
End: 2024-04-05T08:25:00+00:00
Location: SMK

Talk 25 min April 05, 2024 at 08:00

Jonas Jarutis

Machine learning (ML) model serialization helps to optimize inference latency, memory, and disk space requirements and provides more options for model deployment. We will explore the use cases that benefit the most from this technique and some drawbacks.