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Análise do teste final (tarefas 67–74) e preços públicos para custo
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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@@ -27,6 +27,7 @@ def main():
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ap.add_argument("--split", default="dev")
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ap.add_argument("--examples", type=int)
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ap.add_argument("--dest", required=True)
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ap.add_argument("--all-reps", action="store_true", help="guarda cada repetição (DMB_REP) em separado")
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args = ap.parse_args()
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dest = ROOT / args.dest
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dest.mkdir(parents=True, exist_ok=True)
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@@ -45,21 +46,23 @@ def main():
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continue
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if s.get("operational_env"): # execuções exploratórias com parâmetros alterados ficam de fora
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continue
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key = (s["candidate"]["name"], s["device"])
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key = (s["candidate"]["name"], s["device"]) + ((s.get("repetition", 1),) if args.all_reps else ())
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run_id = n.split("/")[1]
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if key not in latest or run_id > latest[key][0]:
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pred = n.replace("summary-", "predictions-").replace(".json", ".jsonl")
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latest[key] = (run_id, s, c, ns, bucket, pred, region)
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rows = []
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for (cand, dev), (run_id, s, c, ns, bucket, pred, region) in sorted(latest.items()):
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for key, (run_id, s, c, ns, bucket, pred, region) in sorted(latest.items()):
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cand, dev = key[0], key[1]
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suffix = f"-{dev}-r{key[2]}" if args.all_reps else f"-{dev}"
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s["oci"] = {"region": region, "run_id": run_id}
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(dest / f"summary-{cand}-{dev}.json").write_text(json.dumps(s, indent=2, ensure_ascii=False) + "\n")
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(dest / f"summary-{cand}{suffix}.json").write_text(json.dumps(s, indent=2, ensure_ascii=False) + "\n")
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try:
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(dest / f"predictions-{cand}-{dev}.jsonl").write_bytes(c.get_object(ns, bucket, pred).data.content)
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(dest / f"predictions-{cand}{suffix}.jsonl").write_bytes(c.get_object(ns, bucket, pred).data.content)
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except oci.exceptions.ServiceError:
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pass
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q, lat, cal = s["quality"], s["latency_ms"], s.get("calibration_raw", {})
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rows.append(f"| {cand} | {dev} | {s.get('precision') or '—'} | {q.get('n', 0)} | "
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rows.append(f"| {cand} | {dev}{' r' + str(key[2]) if args.all_reps else ''} | {s.get('precision') or '—'} | {q.get('n', 0)} | "
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f"{fmt(q.get('accuracy', 0) * 100)}% | {fmt(q.get('macro_f1', 0) * 100)}% | "
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f"{fmt(cal.get('ece'), 3)} | {fmt(lat['p50'])} | {fmt(lat['p95'])} | {fmt(lat['p99'])} | "
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f"{fmt(s['load_seconds'])} | {fmt(s.get('rss_peak_mib'), 0)} | {fmt(s.get('gpu_mem_peak_mib'), 0)} | "
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