What you can do with TensorFlow
Every task in plain language. Pick one, and we can help you get access.
7 things you can do
TensorFlow
TensorFlow is an end-to-end open source machine learning platform developed by Google. It provides a comprehensive ecosystem of tools, libraries, and community resources for building and deploying ML-powered applications, including model training, serving, mobile/edge deployment, and a hub of pre-trained models. TensorFlow Serving exposes REST and gRPC APIs for production model inference.
7 multi-step recipesRecipes: multi-step jobs
Serving Compare a Candidate Version Against the DefaultRun identical instances through a candidate model version and the default version.Serving Gate a Rollout on Version Readiness
Wait for a model version to load, confirm its signature, and smoke test it.Serving Pinned Reproducible Example Scoring
Classify and regress the same examples against one explicitly pinned model version.Serving Preflight and Classify
Check model status, read the signature, then run classification inference.Serving Preflight and Predict
Check model status, read the signature, then run prediction inference.Serving Preflight and Regress
Check model status, read the signature, then run regression inference.Serving Route Inference by Version Label
Resolve a version label to a version number and predict against that pinned version.