Repro Gate
When to use
Use before publishing results or comparing experiments.
Inputs
- •Seed(s)
- •Config parameters
- •Baseline metrics (optional)
Steps
- •Set seeds for all relevant libraries.
- •Echo configuration and environment info.
- •Re-run critical cells in order.
- •Compare metrics to baseline with tolerance.
Outputs
- •Repro status (pass/fail)
- •Metric deltas
- •Config snapshot
Failure conditions
- •Metrics outside tolerance
- •Non-deterministic output across runs