360 Quality & Efficiency

Aug 14, 2020 · Artificial Intelligence

Deploying TensorFlow 2.x Models with TensorFlow Serving: Architecture, Setup, and Usage

This article explains the core concepts of TensorFlow Serving, shows how to prepare the environment with Docker, convert TensorFlow 2.x models to the SavedModel format, configure version policies, warm‑up the service, and invoke predictions via gRPC or HTTP interfaces.