debug: log top-5 action probabilities on every decide() call

Adds a single INFO log line after each successful inference showing:
  - chosen action + confidence
  - top-5 actions sorted by probability
  - turn, phase, vector_source

This lets us diagnose the 'only plays lands' behaviour without a Python
REPL. Remove or downgrade to DEBUG once the training issue is resolved.
This commit is contained in:
KoalaTrapLord committed 2026-04-03 16:08:50 -04:00
1 parent 084742a56a
commit e4f35a2d8b
1 file changed
+18
+18
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@@ -342,6 +342,24 @@ async def decide(req: DecideRequest):
if "error" in result:
raise HTTPException(500, detail=result["error"])
# ----------------------------------------------------------------
# Probability diagnostic — logs top-5 actions on every decision.
# Remove or downgrade to logger.debug once training looks healthy.
# ----------------------------------------------------------------
probs = result.get("probabilities", {})
if probs:
top5 = sorted(probs.items(), key=lambda kv: kv[1], reverse=True)[:5]
top5_str = ", ".join(f"{a}:{p:.3f}" for a, p in top5)
logger.info(
"[decide] turn=%d phase=%s → %s (conf=%.3f) | top5=[%s] | src=%s",
req.resolved_turn(),
req.phase,
result["action"],
result["confidence"],
top5_str,
vector_source,
)
log_prob = 0.0
try:
conf = result.get("confidence", 0.5)