Base
Hardened build
minimal ports, security patches applied at build time
TensorFlow Serving
Azure
Applications
1 variation
TensorFlow Serving 2 on Ubuntu 24.04, a production server for deploying machine learning models.
Variations
This product is available in the build below. Open it for the operating system, cloud and version detail, or read its deployment guide.
| Product | Cloud | Operating system | Version | |
|---|---|---|---|---|
| TensorFlow Serving 2 Ubuntu 24.04 | Azure | Ubuntu 24.04 | 2 | View · Guide |
Overview
TensorFlow Serving is a high performance serving system for machine learning models in production. It exposes trained models over gRPC and REST endpoints, supporting versioning and hot model updates for low latency inference at scale.
Why the cloudimg image
cloudimg delivers TensorFlow Serving 2 fully patched on a hardened Ubuntu 24.04 base, preconfigured and ready to serve models on first boot. The image is kept current with security updates and is backed by 24/7 support.
Common uses
- Model inference serving
- Production machine learning APIs
- Model version management
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