| [22:22:47] CPU Nemotron CRT optimization START: run=20260822T222247Z candidates_per_cycle=20 cycles=50 total_iterations=1000 target=80.0% |
| [22:22:47] ======================== AUTHENTICATION ======================== |
| [22:22:48] HF uploaded optimization_cpu_nemotron/20260822T222247Z/hf_initial_auth_test.txt |
| [22:22:48] SOURCE UPLOAD SKIPPED: __file__ is unavailable in notebook-cell execution; set OPTIMIZER_SOURCE to upload it |
| [22:22:48] HUGGING FACE AUTHENTICATED: repo=Mikecode123/volatility_100_index run=20260822T222247Z |
| [22:22:48] NEMOTRON CLIENT READY: nvidia/nemotron-3-ultra-550b-a55b |
| [22:22:48] NEMOTRON SMOKE TEST START: max_tokens=512 |
| [22:22:51] NEMOTRON API call succeeded: call_count_last_minute=1 |
| [22:22:51] HF uploaded optimization_cpu_nemotron/20260822T222247Z/nemotron_initial_api_test.json |
| [22:22:52] HF uploaded optimization_cpu_nemotron/20260822T222247Z/nemotron_initial_api_test_parsed.json |
| [22:22:52] NEMOTRON SMOKE TEST PASSED: parsed_keys=['model', 'ok'] |
| [22:22:52] ======================== DATA LOADING ======================== |
| [22:22:52] BASE TRAINER NOT FOUND: /kaggle/working/100kaggle_final_crt_mtf_hierarchy_2025_2026.py; using embedded standalone CPU loader/features/labels |
| [22:22:52] BASE TRAINER=/kaggle/working/100kaggle_final_crt_mtf_hierarchy_2025_2026.py DATA_ROOT=/kaggle/input/datasets/femiogunmola/volatility-100index/Volatility_100_Index |
| [22:22:52] LOAD M1 START |
| [22:23:05] LOAD M1 COMPLETE: rows=1381588 start=2024-01-01 00:00:00 end=2026-08-17 14:15:00 |
| [22:23:05] LOAD M5 START |
| [22:23:07] LOAD M5 COMPLETE: rows=276354 start=2024-01-01 00:00:00 end=2026-08-17 14:45:00 |
| [22:23:07] LOAD H1 START |
| [22:23:07] LOAD H1 COMPLETE: rows=23031 start=2024-01-01 00:00:00 end=2026-08-17 14:00:00 |
| [22:23:07] LOAD H4 START |
| [22:23:07] LOAD H4 COMPLETE: rows=5758 start=2024-01-01 00:00:00 end=2026-08-17 12:00:00 |
| [22:23:07] ======================== OUTCOME LABELS ======================== |
| [22:23:07] BARRIER LABEL 1.5 START |
| [22:23:13] BARRIER LABEL 1.5 COMPLETE |
| [22:23:13] BARRIER LABEL 2.0 START |
| [22:23:19] BARRIER LABEL 2.0 COMPLETE |
| [22:23:19] BARRIER LABEL 4.0 START |
| [22:23:25] BARRIER LABEL 4.0 COMPLETE |
| [22:23:26] SPLITS: backtest_rows=1124436 selection_rows=128148 fronttest_rows=129004 pure_crt_features=13 |
| [22:23:27] HF uploaded optimization_cpu_nemotron/20260822T222247Z/strategy_explanation.md |
| [22:23:28] HF uploaded optimization_cpu_nemotron/20260822T222247Z/optimizer_config.json |
| [22:23:28] ======================== ITERATIVE OPTIMIZATION ======================== |
| [22:23:28] CYCLE 1 START: 10 Pure CRT + 10 Deep CRT candidates |
| [22:23:29] OPT 1/100 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 |
| [22:23:30] OPT 2/100 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 |
| [22:23:30] OPT 3/100 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 |
| [22:23:31] OPT 4/100 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 |
| [22:23:32] OPT 5/100 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 |
| [22:23:33] OPT 6/100 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 |
| [22:23:34] OPT 7/100 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 |
| [22:23:35] OPT 8/100 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 |
| [22:23:35] OPT 9/100 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 |
| [22:23:36] OPT 10/100 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 |
| [22:23:46] OPT 11/100 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 |
| [22:24:00] OPT 12/100 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 |
| [22:24:11] OPT 13/100 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 |
| [22:24:24] OPT 14/100 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 |
| [22:24:35] OPT 15/100 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 |
| [22:24:47] OPT 16/100 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 |
| [22:24:48] OPT 17/100 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 |
| [22:24:59] OPT 18/100 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 |
| [22:25:00] OPT 19/100 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 |
| [22:25:12] OPT 20/100 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 |
| [22:25:12] 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 |
| [22:25:12] 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 |
| [22:25:13] HF uploaded optimization_cpu_nemotron/20260822T222247Z/cycle_01_candidates.json |
| [22:25:14] OPTIMIZER FAILED: only length-1 arrays can be converted to Python scalars |
| [22:25:14] HF uploaded optimization_cpu_nemotron/20260822T222247Z/failure.json |
|
|
