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feature: telemetry logging

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This commit is contained in:
Daniel Rosel
2026-03-10 14:23:17 +01:00
parent be03b2d4d5
commit 4c7d911043
14 changed files with 454 additions and 104 deletions
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11
engine/telemetry/metrics.py
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@@ -34,9 +34,14 @@ def canonicalize_metrics(raw: Mapping[str, Any], spec: TrainSpec) -> dict[str, A
metrics.setdefault("train/global_step", spec.runtime.total_timesteps)
eval_reward = _as_float(metrics.get("eval/reward_mean"), 0.0) or 0.0
eval_revenue = _as_float(metrics.get("eval/revenue_mean"), 0.0) or 0.0
metrics["objective/score"] = eval_reward + spec.study.revenue_weight * eval_revenue
eval_reward = (
_as_float(
metrics.get("eval/robust_reward_worst", metrics.get("eval/reward_mean")),
0.0,
)
or 0.0
)
metrics["objective/score"] = eval_reward
margin_mean = _as_float(metrics.get("eval/margin_mean"), None)
if margin_mean is not None: