Open-Sourcing AvroTensorDataset: A Performant TensorFlow Dataset For Processing Avro Data
LinkedIn Engineering
JUNE 15, 2023
Co-authors: Jonathan Hung , Pei-Lun Liao , Lijuan Zhang , Abin Shahab , Keqiu Hu TensorFlow is one of the most popular frameworks we use to train machine learning (ML) models at LinkedIn. It allows us to develop various ML models across our platform that power relevance and matching in the news feed, advertisements, recruiting solutions, and more. To ensure the best member experience, we want our models to be accurate and up-to-date, which requires training the models as fast as possible.
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