Final CPU Nemotron CRT optimization folder

optimization_cpu_nemotron/20260822T220051Z/nemotron_final_1to4_review.prompt.json

@@ -0,0 +1,4 @@
+{
+  "model": "nvidia/nemotron-3-ultra-550b-a55b",
+  "prompt": "{\n  \"stage\": \"after_100_or_early_stop_1to4_analysis\",\n  \"chosen_strategy\": \"pure\",\n  \"chosen_params\": {\n    \"lookback\": 18,\n    \"confirm_buffer\": 0.005471980131167663,\n    \"min_sweep_fraction\": 0.016100710944633573\n  },\n  \"condition_analysis\": {\n    \"rows\": 5100,\n    \"wins\": 1126,\n    \"losses\": 3957,\n    \"winner_quantiles\": {\n      \"rsi\": {\n        \"0.1\": 0.37485136091709137,\n        \"0.25\": 0.4400734379887581,\n        \"0.5\": 0.5092364847660065,\n        \"0.75\": 0.5884600877761841,\n        \"0.9\": 0.6633528172969818\n      },\n      \"trend_score\": {\n        \"0.1\": -4.0,\n        \"0.25\": -3.0,\n        \"0.5\": 0.0,\n        \"0.75\": 4.0,\n        \"0.9\": 4.0\n      },\n      \"range_over_atr\": {\n        \"0.1\": 0.596767783164978,\n        \"0.25\": 0.7409738600254059,\n        \"0.5\": 0.9440031349658966,\n        \"0.75\": 1.1838136315345764,\n        \"0.9\": 1.4090943932533264\n      },\n      \"mr_zscore_20\": {\n        \"0.1\": -1.6004493236541748,\n        \"0.25\": -0.9019099175930023,\n        \"0.5\": 0.17739816009998322,\n        \"0.75\": 1.1561062932014465,\n        \"0.9\": 1.7408111095428467\n      },\n      \"mr_zscore_50\": {\n        \"0.1\": -1.5941449403762817,\n        \"0.25\": -0.970608115196228,\n        \"0.5\": 0.15846695005893707,\n        \"0.75\": 1.2262530326843262,\n        \"0.9\": 1.7232328057289124\n      },\n      \"body_over_range\": {\n        \"0.1\": -0.8123767971992493,\n        \"0.25\": -0.5215816050767899,\n        \"0.5\": 0.018877169117331505,\n        \"0.75\": 0.568317174911499,\n        \"0.9\": 0.8116472363471985\n      },\n      \"return_3\": {\n        \"0.1\": -0.0029542638221755624,\n        \"0.25\": -0.0014287775848060846,\n        \"0.5\": 0.0001291663065785542,\n        \"0.75\": 0.001725094363791868,\n        \"0.9\": 0.0030596472788602114\n      },\n      \"return_10\": {\n        \"0.1\": -0.0044789668172597885,\n        \"0.25\": -0.001980579283554107,\n        \"0.5\": 0.00047541361709591,\n        \"0.75\": 0.0029737824806943536,\n        \"0.9\": 0.005316775990650058\n      },\n      \"ema_alignment\": {\n        \"0.1\": -1.0,\n        \"0.25\": -1.0,\n        \"0.5\": 0.0,\n        \"0.75\": 1.0,\n        \"0.9\": 1.0\n      },\n      \"structure_break\": {\n        \"0.1\": 0.0,\n        \"0.25\": 0.0,\n        \"0.5\": 0.0,\n        \"0.75\": 0.0,\n        \"0.9\": 0.0\n      }\n    },\n    \"loser_quantiles\": {\n      \"rsi\": {\n        \"0.1\": 0.3495617210865021,\n        \"0.25\": 0.4149540662765503,\n        \"0.5\": 0.49633702635765076,\n        \"0.75\": 0.5842298269271851,\n        \"0.9\": 0.6507553815841675\n      },\n      \"trend_score\": {\n        \"0.1\": -4.0,\n        \"0.25\": -3.0,\n        \"0.5\": 0.0,\n        \"0.75\": 3.0,\n        \"0.9\": 4.0\n      },\n      \"range_over_atr\": {\n        \"0.1\": 0.6089473485946656,\n        \"0.25\": 0.7427493333816528,\n        \"0.5\": 0.9301389455795288,\n        \"0.75\": 1.168041467666626,\n        \"0.9\": 1.4213998079299928\n      },\n      \"mr_zscore_20\": {\n        \"0.1\": -1.7054808139801025,\n        \"0.25\": -1.1101632118225098,\n        \"0.5\": -0.04173344001173973,\n        \"0.75\": 1.0884449481964111,\n        \"0.9\": 1.6856230974197388\n      },\n      \"mr_zscore_50\": {\n        \"0.1\": -1.8120881557464599,\n        \"0.25\": -1.1698472499847412,\n        \"0.5\": -0.08956550806760788,\n        \"0.75\": 1.1172940731048584,\n        \"0.9\": 1.756416392326355\n      },\n      \"body_over_range\": {\n        \"0.1\": -0.835502564907074,\n        \"0.25\": -0.5483871102333069,\n        \"0.5\": 0.008196720853447914,\n        \"0.75\": 0.5410334467887878,\n        \"0.9\": 0.8213924050331116\n      },\n      \"return_3\": {\n        \"0.1\": -0.0030317633878439664,\n        \"0.25\": -0.0015850974014028907,\n        \"0.5\": 1.5442703443113714e-05,\n        \"0.75\": 0.0015623774379491806,\n        \"0.9\": 0.002992156706750393\n      },\n      \"return_10\": {\n        \"0.1\": -0.005556827783584594,\n        \"0.25\": -0.00303190597333014,\n        \"0.5\": -1.821371915866621e-05,\n        \"0.75\": 0.0027997789438813925,\n        \"0.9\": 0.005449238047003746\n      },\n      \"ema_alignment\": {\n        \"0.1\": -1.0,\n        \"0.25\": -1.0,\n        \"0.5\": 0.0,\n        \"0.75\": 1.0,\n        \"0.9\": 1.0\n      },\n      \"structure_break\": {\n        \"0.1\": 0.0,\n        \"0.25\": 0.0,\n        \"0.5\": 0.0,\n        \"0.75\": 0.0,\n        \"0.9\": 0.0\n      }\n    },\n    \"features\": [\n      \"rsi\",\n      \"trend_score\",\n      \"range_over_atr\",\n      \"mr_zscore_20\",\n      \"mr_zscore_50\",\n      \"body_over_range\",\n      \"return_3\",\n      \"return_10\",\n      \"ema_alignment\",\n      \"structure_break\"\n    ]\n  },\n  \"instruction\": \"Return only JSON with optional pure/deep parameter updates bounded by the supplied strategy ranges and a rationale. Use winner/loss conditions to improve robust validation performance; do not use fronttest outcomes.\"\n}"
+}

optimization_cpu_nemotron/20260822T220051Z/optimizer.log

@@ -119,3 +119,19 @@
 [22:06:05] HF uploaded optimization_cpu_nemotron/20260822T220051Z/optimizer_state_cycle_03.json
 [22:06:05] NEMOTRON cycle 3 complete: iterations=60 target_hit=False no_improve_cycles=2
 [22:06:05] CYCLE 3 COMPLETE: elapsed=50.0s
+[22:06:06] HF folder update complete: 20260822T220051Z
+[22:06:06] ======================== FINAL 1:4 WINNER CONDITION ANALYSIS ========================
+[22:06:07] HF uploaded optimization_cpu_nemotron/20260822T220051Z/all_candidate_history.json
+[22:06:09] HF uploaded optimization_cpu_nemotron/20260822T220051Z/final_1to4_condition_analysis.json
+[22:06:10] HF uploaded optimization_cpu_nemotron/20260822T220051Z/final_1to4_condition_analysis.png
+[22:06:10] 1:4 CONDITION ANALYSIS: rows=5100 wins=1126 losses=3957
+[22:06:10] ======================== FINAL NEMOTRON REVIEW ========================
+[22:06:22] NEMOTRON API call succeeded: call_count_last_minute=3
+[22:06:23] HF uploaded optimization_cpu_nemotron/20260822T220051Z/nemotron_final_1to4_review.json
+[22:06:24] HF uploaded optimization_cpu_nemotron/20260822T220051Z/final_optimized_strategy.json
+[22:06:24] FINAL STRATEGY SELECTED: strategy=pure params={'lookback': 18, 'confirm_buffer': 0.005471980131167663, 'min_sweep_fraction': 0.016100710944633573}
+[22:06:24] ======================== WINNING POSITION MEMORY ========================
+[22:06:25] HF uploaded optimization_cpu_nemotron/20260822T220051Z/winning_position_memory.json
+[22:06:28] HF uploaded optimization_cpu_nemotron/20260822T220051Z/winning_position_memory.npz
+[22:06:28] ======================== FINAL BACKTEST AND FRONTTEST ========================
+[22:06:29] HF uploaded optimization_cpu_nemotron/20260822T220051Z/final_backtest_fronttest_report.json