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Thursday, November 14 • 3:40pm - 4:10pm
Scoring ONNX ML Models with Scala

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ONNX is an emerging standard format for serializing machine learning models. This talk will introduce Agate, Stripe's library for scoring ONNX models on the JVM in pure Scala. Stripe uses Agate to score deep learning models in batch in spark and scalding, and also in real-time using our scala-based scoring service. We'll talk about performance, how Agate was developed, and how we use graal native-image built binaries to interop with python.

avatar for Oscar Boykin

Oscar Boykin

Machine Learning Infrastructure, Stripe
Oscar is the creating of Scalding, Summingbird, and Algebird, and is an overall professor and mathematician turned software magician.

Thursday November 14, 2019 3:40pm - 4:10pm PST