課程大綱： TensorFlow Serving培訓(xùn)
TensorFlow Serving Overview
What is TensorFlow Serving?
TensorFlow Serving architecture
Serving API and REST client API
Preparing the Development Environment
Installing and configuring Docker
Installing ModelServer with Docker
TensorFlow Server Quick Start
Training and exporting a TensorFlow model
Monitoring storage systems
Loading exported model
Building a TensorFlow ModelServer
Advanced Configuration
Writing a config file
Reloading Model Server configuration
Configuring models
Working with monitoring configuration
Testing the Application
Testing and running the server
Debugging the Application
Handling errors
TensorFlow Serving with Kubernetes
Running in Docker containers
Deploying serving clusters
Securing the Application
Hiding data
Troubleshooting
Summary and Conclusion
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