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titleconferencedate
Demo: Deploying Gemma at dataflow scaleGemma Developer Day 20242024-03-07
Pipeline reads two Pub/Sub topics with Apache Beam Python, decodes messages, and calls Gemma via the turnkey Dataflow RunInference transform running on…
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ML Inference at scale, with Apache Beam and the Flink runner: Easy as learning your 5 times tables.Flink Forward Global 20212021-10-18
Builds beam pipelines that run TensorFlow models with the Flink runner using the RunInference transform from tfx bsl, loading SavedModel from GCS in local mode…
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Distributed Processing for Machine Learning Production PipelinesFlink Forward Virtual 20202020-04-22
Claims that a production ML pipeline is practical end-to-end: they implement TFX components (ExampleGen→StatisticsGen→Transform→Trainer→Evaluator→Pusher) on…
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