Experiment Tracking

Systematic logging and analysis of experiments. Prevents re-running the same failed experiment twice.

Experiment Log Entry

For every experiment run, record:

# experiments/exp_<ID>_<YYYYMMDD>.yaml
id: exp_042
date: 2026-05-08
status: completed  # running / completed / failed / abandoned

hypothesis: "Adding momentum to aggregation reduces communication rounds"
method: FedMomentum
variant: full  # or ablation variant name