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volatility_100_index

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Continuous HF update after Nemotron cycle 1

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  1. optimization_cpu_nemotron/20260824T124918Z/nemotron_cycle_01.prompt.json +0 -0
  2. optimization_cpu_nemotron/20260824T124918Z/nemotron_initial_api_test.prompt.json +4 -0
  3. optimization_cpu_nemotron/20260824T124918Z/optimizer.log +69 -0
optimization_cpu_nemotron/20260824T124918Z/nemotron_cycle_01.prompt.json ADDED
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optimization_cpu_nemotron/20260824T124918Z/nemotron_initial_api_test.prompt.json ADDED
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+ {
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+ "model": "nvidia/nemotron-3-ultra-550b-a55b",
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+ "prompt": "{\"test\": \"connection and JSON-only response\", \"instruction\": \"Return exactly {\\\"ok\\\":true,\\\"model\\\":\\\"nvidia/nemotron-3-ultra-550b-a55b\\\"}.\"}"
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+ }
optimization_cpu_nemotron/20260824T124918Z/optimizer.log ADDED
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+ [12:49:18] CPU Nemotron CRT optimization START: run=20260824T124918Z candidates_per_cycle=20 cycles=50 total_iterations=1000 target=80.0%
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+ [12:49:18] ======================== AUTHENTICATION ========================
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+ [12:49:20] HF uploaded optimization_cpu_nemotron/20260824T124918Z/hf_initial_auth_test.txt
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+ [12:49:20] SOURCE UPLOAD SKIPPED: __file__ is unavailable in notebook-cell execution; set OPTIMIZER_SOURCE to upload it
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+ [12:49:20] HUGGING FACE AUTHENTICATED: repo=Mikecode123/volatility_100_index run=20260824T124918Z
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+ [12:49:22] NEMOTRON CLIENT READY: nvidia/nemotron-3-ultra-550b-a55b
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+ [12:49:22] NEMOTRON SMOKE TEST START: max_tokens=512
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+ [12:49:25] NEMOTRON API call succeeded: call_count_last_minute=1
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+ [12:49:26] HF uploaded optimization_cpu_nemotron/20260824T124918Z/nemotron_initial_api_test.json
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+ [12:49:27] HF uploaded optimization_cpu_nemotron/20260824T124918Z/nemotron_initial_api_test_parsed.json
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+ [12:49:27] NEMOTRON SMOKE TEST PASSED: parsed_keys=['model', 'ok']
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+ [12:49:27] ======================== DATA LOADING ========================
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+ [12:49:27] BASE TRAINER NOT FOUND: /kaggle/working/100kaggle_final_crt_mtf_hierarchy_2025_2026.py; using embedded standalone CPU loader/features/labels
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+ [12:49:27] BASE TRAINER=/kaggle/working/100kaggle_final_crt_mtf_hierarchy_2025_2026.py DATA_ROOT=/kaggle/input/datasets/femiogunmola/volatility-100index/Volatility_100_Index
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+ [12:49:27] LOAD M1 START
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+ [12:49:42] LOAD M1 COMPLETE: rows=1381588 start=2024-01-01 00:00:00 end=2026-08-17 14:15:00
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+ [12:49:42] LOAD M5 START
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+ [12:49:45] LOAD M5 COMPLETE: rows=276354 start=2024-01-01 00:00:00 end=2026-08-17 14:45:00
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+ [12:49:45] LOAD H1 START
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+ [12:49:46] LOAD H1 COMPLETE: rows=23031 start=2024-01-01 00:00:00 end=2026-08-17 14:00:00
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+ [12:49:46] LOAD H4 START
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+ [12:49:46] LOAD H4 COMPLETE: rows=5758 start=2024-01-01 00:00:00 end=2026-08-17 12:00:00
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+ [12:49:46] ======================== OUTCOME LABELS ========================
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+ [12:49:46] BARRIER LABEL 1.5 START
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+ [12:49:51] BARRIER LABEL 1.5 COMPLETE
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+ [12:49:51] BARRIER LABEL 2.0 START
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+ [12:49:57] BARRIER LABEL 2.0 COMPLETE
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+ [12:49:57] BARRIER LABEL 4.0 START
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+ [12:50:03] BARRIER LABEL 4.0 COMPLETE
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+ [12:50:04] SPLITS: backtest_rows=1124436 selection_rows=128148 fronttest_rows=129004 pure_crt_features=13
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+ [12:50:05] HF uploaded optimization_cpu_nemotron/20260824T124918Z/strategy_explanation.md
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+ [12:50:05] HF uploaded optimization_cpu_nemotron/20260824T124918Z/optimizer_config.json
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+ [12:50:05] ======================== INITIAL PASS BASELINE ========================
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+ [12:50:18] HF uploaded optimization_cpu_nemotron/20260824T124918Z/initial_pass_baseline.json
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+ [12:50:18] INITIAL PURE | 1.5 win=42.11% profit_hit=2927 stop_loss=4024 opp=6951 | 2 win=35.19% | 4 win=21.50% profit_hit=1483 stop_loss=5414 | MTF_aligned=2498 conflict=335
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+ [12:50:18] INITIAL DEEP | 1.5 win=nan% profit_hit=0 stop_loss=0 opp=0 | 2 win=nan% | 4 win=nan% profit_hit=0 stop_loss=0 | MTF_aligned=0 conflict=0
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+ [12:50:18] ======================== ITERATIVE OPTIMIZATION ========================
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+ [12:50:18] CYCLE 1 START: 10 Pure CRT + 10 Deep CRT candidates; total_progress_target=0/1000
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+ [12:50:19] OPT 1/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:50:20] OPT 2/1000 pure | 1:1.5 win=38.33% profit_hit=69 stop_loss=111 unresolved=0 netR=-7.50 PF=0.93 | 1:2 win=28.33% profit_hit=51 stop_loss=129 netR=-27.00 | 1:4 win=13.89% profit_hit=25 stop_loss=155 netR=-55.00 | opp=180 MTF_H1H4_aligned=180 MTF_conflict=0 M5_aligned=180 score=-27.074
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+ [12:50:21] OPT 3/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-127.892
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+ [12:50:22] OPT 4/1000 pure | 1:1.5 win=25.00% profit_hit=1 stop_loss=3 unresolved=0 netR=-1.50 PF=0.50 | 1:2 win=25.00% profit_hit=1 stop_loss=3 netR=-1.00 | 1:4 win=25.00% profit_hit=1 stop_loss=3 netR=1.00 | opp=4 MTF_H1H4_aligned=4 MTF_conflict=0 M5_aligned=3 score=-75.196
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+ [12:50:22] OPT 5/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-129.857
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+ [12:50:23] OPT 6/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-127.588
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+ [12:50:24] OPT 7/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-127.133
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+ [12:50:25] OPT 8/1000 pure | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-128.467
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+ [12:50:26] OPT 9/1000 pure | 1:1.5 win=40.00% profit_hit=70 stop_loss=105 unresolved=0 netR=0.00 PF=1.00 | 1:2 win=35.43% profit_hit=62 stop_loss=113 netR=11.00 | 1:4 win=19.43% profit_hit=34 stop_loss=141 netR=-5.00 | opp=175 MTF_H1H4_aligned=175 MTF_conflict=0 M5_aligned=101 score=-21.069
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+ [12:50:27] OPT 10/1000 pure | 1:1.5 win=35.56% profit_hit=16 stop_loss=29 unresolved=0 netR=-5.00 PF=0.83 | 1:2 win=31.11% profit_hit=14 stop_loss=31 netR=-3.00 | 1:4 win=28.89% profit_hit=13 stop_loss=32 netR=20.00 | opp=45 MTF_H1H4_aligned=45 MTF_conflict=0 M5_aligned=39 score=-52.987
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+ [12:50:36] OPT 11/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:50:50] OPT 12/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:01] OPT 13/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:13] OPT 14/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:24] OPT 15/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:35] OPT 16/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:36] OPT 17/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:47] OPT 18/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:51:48] OPT 19/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:52:00] OPT 20/1000 deep | 1:1.5 win=0.00% profit_hit=0 stop_loss=0 unresolved=0 netR=0.00 PF=0.00 | 1:2 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | 1:4 win=0.00% profit_hit=0 stop_loss=0 netR=0.00 | opp=0 MTF_H1H4_aligned=0 MTF_conflict=0 M5_aligned=0 score=-122.200
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+ [12:52:00] CYCLE 1 pure SUMMARY: score=-21.069 | 1.5 win=40.00% profit_hit=70 stop_loss=105 PF=1.00 netR=0.00 | 2 win=35.43% | 4 win=19.43% profit_hit=34 stop_loss=141 | opp=175 MTF_aligned=175 conflict=0
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+ [12:52:00] CYCLE 1 deep SUMMARY: score=-122.200 | 1.5 win=nan% profit_hit=0 stop_loss=0 PF=0.00 netR=0.00 | 2 win=nan% | 4 win=nan% profit_hit=0 stop_loss=0 | opp=0 MTF_aligned=0 conflict=0
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+ [12:52:01] HF uploaded optimization_cpu_nemotron/20260824T124918Z/cycle_01_candidates.json
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+ [12:52:12] TRADE EVIDENCE cycle 1: pure_rows=96 deep_rows=0 backtest+selection only
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+ [12:52:12] NEMOTRON INPUT cycle 1: chars=118006 includes_backtest_selection=True includes_fronttest=False
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+ [12:53:12] NEMOTRON API call succeeded: call_count_last_minute=1
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+ [12:53:13] HF uploaded optimization_cpu_nemotron/20260824T124918Z/nemotron_cycle_01.json
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+ [12:53:13] NEMOTRON PARAMETER CHANGES cycle 1: pure={'confirm_buffer': {'before': 0.0, 'after': 0.05}, 'min_sweep_fraction': {'before': 0.0, 'after': 0.02}, 'rsi_buy_max': {'before': 0.55, 'after': 0.5}, 'rsi_sell_min': {'before': 0.45, 'after': 0.5}, 'min_trend_score': {'before': 0.0, 'after': 1.0}, 'min_mtf_ratio': {'before': 0.5, 'after': 0.6}, 'require_ema_alignment': {'before': False, 'after': True}, 'require_structure_break': {'before': False, 'after': True}} deep={'min_sweep_depth': {'before': 0.02, 'after': 0.01}, 'max_sweep_depth': {'before': 0.5, 'after': 0.75}, 'min_close_back': {'before': 0.25, 'after': 0.2}, 'min_rejection_wick': {'before': 0.25, 'after': 0.15}, 'min_range_quality': {'before': 0.7, 'after': 0.5}, 'max_range_quality': {'before': 3.0, 'after': 4.5}, 'max_c1_body_ratio': {'before': 0.8, 'after': 0.95}, 'require_purity': {'before': True, 'after': False}, 'require_m5_confirmation': {'before': True, 'after': False}, 'min_mtf_ratio': {'before': 0.7, 'after': 0.5}, 'require_ema_alignment': {'before': True, 'after': False}, 'require_mtf_alignment': {'before': True, 'after': False}, 'require_m5_alignment': {'before': True, 'after': False}}
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+ [12:53:13] HF uploaded optimization_cpu_nemotron/20260824T124918Z/optimizer_state_cycle_01.json
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+ [12:53:13] NEMOTRON cycle 1 complete: iterations=20 target_hit=False no_improve_cycles=0
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+ [12:53:13] CYCLE 1 COMPLETE: elapsed=175.2s