CI/CD Model Pipeline
Simulates a full CI/CD pipeline for model deployment composing six stages: build, validate, QA gates, benchmark, publish, and report. Demonstrates how to enforce quality gates, latency budgets, and size budgets before promoting a model to production.
CLI Equivalent
N/A (composes apr qa + apr bench + apr publish)
Key Concepts
- Six-stage deployment pipeline with fail-fast semantics
- Quality gates: latency budget, size budget, accuracy threshold
- Structured pipeline reporting with pass/fail summary
Run
cargo run --example cicd_model_pipeline