Log: results/adaptive_logs/run_2026-06-25T231020.log
[23:10:20] Adaptive MLP — COINBASE_BTCUSD — 1 TFs
[23:10:20] Config: 3 seeds/round, max 10 rounds, convergence=3 rounds, threshold=0.02
[23:10:20] Starting Calmar per TF:
[23:10:20]   8H: Calmar=0.0000  next_seed=8275 (bull seeds already trained: 54)
[23:10:20] 
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[23:10:20] Round 1/10 — 1 active TFs: 8H
[23:10:20] ════════════════════════════════════════════════════════════
[23:10:20] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[23:11:17]   ✅ 8H: 3/3 trained  (seed8275, seed8376, seed8477) [57s+57s+57s]
[23:11:17] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:13:23]   ✅ sweep 8H: 126s
[23:13:23] Improvement check:
[23:13:23]   — 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=1/3 [phase=all]
[23:13:23] 
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[23:13:23] Round 2/10 — 1 active TFs: 8H
[23:13:23] ════════════════════════════════════════════════════════════
[23:13:23] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[23:14:27]   ✅ 8H: 3/3 trained  (seed8578, seed8679, seed8780) [58s+58s+63s]
[23:14:27] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:16:38]   ✅ sweep 8H: 130s
[23:16:38] Improvement check:
[23:16:38]   — 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=2/3 [phase=all]
[23:16:38] 
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[23:16:38] Round 3/10 — 1 active TFs: 8H
[23:16:38] ════════════════════════════════════════════════════════════
[23:16:38] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[23:17:45]   ✅ 8H: 3/3 trained  (seed8881, seed8982, seed9083) [66s+60s+61s]
[23:17:45] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:19:57]   ✅ sweep 8H: 132s
[23:19:57] Improvement check:
[23:19:57]   ⚠️ 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=3/3 [phase=all]
[23:19:57]   🔄 8H: plateau in all-regime → switching to bull (existing bull seeds: 54, next: seed6464)
[23:19:57] 
════════════════════════════════════════════════════════════
[23:19:57] Round 4/10 — 1 active TFs: 8H
[23:19:57] ════════════════════════════════════════════════════════════
[23:19:57] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[23:21:01]   ✅ 8H: 3/3 trained  (seed6464, seed6565, seed6666) [59s+59s+64s]
[23:21:01] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:23:18]   ✅ sweep 8H: 137s
[23:23:18] Improvement check:
[23:23:18]   — 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=1/3 [phase=bull]
[23:23:18] 
════════════════════════════════════════════════════════════
[23:23:18] Round 5/10 — 1 active TFs: 8H
[23:23:18] ════════════════════════════════════════════════════════════
[23:23:18] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[23:24:19]   ✅ 8H: 3/3 trained  (seed6767, seed6868, seed6969) [60s+60s+60s]
[23:24:19] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:26:36]   ✅ sweep 8H: 136s
[23:26:36] Improvement check:
[23:26:36]   — 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=2/3 [phase=bull]
[23:26:36] 
════════════════════════════════════════════════════════════
[23:26:36] Round 6/10 — 1 active TFs: 8H
[23:26:36] ════════════════════════════════════════════════════════════
[23:26:36] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[23:27:37]   ✅ 8H: 3/3 trained  (seed7070, seed7171, seed7272) [60s+60s+60s]
[23:27:37] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:29:57]   ✅ sweep 8H: 140s
[23:29:57] Improvement check:
[23:29:57]   ⚠️ 8H: 0.0000 → 0.0000 (+0.0000)  no_improve=3/3 [phase=bull]
[23:29:57]   🚫 8H: RETIRED (converged in all + bull phases)
[23:29:57] All TFs retired — stopping.
[23:29:57] 
════════════════════════════════════════════════════════════
[23:29:57] ADAPTIVE LOOP COMPLETE — 6 rounds in 19m37s
[23:29:57] ════════════════════════════════════════════════════════════

Calmar improvement summary:

─────────────────────────────────────────────────────────────────
TF      Calmar Before  Calmar After    Delta  Phase Won    Rounds
─────────────────────────────────────────────────────────────────
  8H            0.0000        0.0000  +0.0000  —            6
─────────────────────────────────────────────────────────────────
  No Calmar improvements — all TFs at architecture/feature ceiling.

[23:29:57] Running mlp_results_table...

TF           PnL %   Max DD %           Win Rate        PnL % (thru 2026-06-25)           OOS PnL % (2026-03-01+)
----- ------------ ---------- ------------------        ----------------------        --------------------------
4H       +1,612.4%     -14.4%        57% (33/58)                     +1,436.3%                 -10.3% (3 trades)
6H      +13,829.8%     -24.5%        70% (39/56)                    +13,829.8%                  +0.0% (0 trades)
8H      +35,646.3%     -31.2%        71% (44/62)                    +37,999.3%                  +6.6% (2 trades)
12H      +9,561.9%     -35.6%       49% (68/139)                     +8,389.0%                 -12.1% (3 trades)
1D       +6,452.7%     -40.8%       45% (67/149)                     +5,758.2%                  -9.9% (3 trades)

[23:29:59] ntfy sent