Best model: CFG_LTC_LONDON_V6/run_20260601_173249_v6_london

workspaces/CFG_LTC_LONDON_V6/runs/run_20260601_173249_v6_london/results/train_v3.log

@@ -45,3 +45,10 @@
 [Epoch 21] Loss(MSE:0.0869/CE:0.3670) | LR=9.40e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0300/CE:0.2892) |   >=53%: WR=34.2% | Score=27.801 | N=316 (182B/134S Bal:0.74) | >=54%: WR=34.3% | Score=17.879 | N=230 (132B/98S Bal:0.74) | >=55%: WR=31.2% | Score=0.000 | N=160 (96B/64S Bal:0.67) | >=56%: WR=26.7% | Score=0.000 | N=101 (70B/31S Bal:0.44)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.3177 (WR: 34.3%). Luu model...
 [20:57:25] PUSH RUN: run_20260601_173249_v6_london -> HF (new/changed files only)...
+[20:57:27] ✔️ Push run run_20260601_173249_v6_london hoàn tất!
+[Epoch 22] Loss(MSE:0.0868/CE:0.3599) | LR=9.14e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0301/CE:0.4074) |   >=53%: WR=29.7% | Score=0.000 | N=437 (253B/184S Bal:0.73) | >=54%: WR=28.7% | Score=0.000 | N=310 (191B/119S Bal:0.62) | >=55%: WR=26.9% | Score=0.000 | N=208 (139B/69S Bal:0.50) | >=56%: WR=25.0% | Score=0.000 | N=136 (100B/36S Bal:0.36)
+[Epoch 23] Loss(MSE:0.0859/CE:0.3552) | LR=8.84e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0295/CE:0.3098) |   >=53%: WR=27.2% | Score=0.000 | N=357 (118B/239S Bal:0.49) | >=54%: WR=27.8% | Score=0.000 | N=270 (81B/189S Bal:0.43) | >=55%: WR=27.2% | Score=0.000 | N=202 (70B/132S Bal:0.53) | >=56%: WR=22.9% | Score=0.000 | N=140 (57B/83S Bal:0.69)
+[Epoch 24] Loss(MSE:0.0852/CE:0.3537) | LR=8.51e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0290/CE:0.3402) |   >=53%: WR=29.7% | Score=0.000 | N=377 (97B/280S Bal:0.35) | >=54%: WR=29.8% | Score=0.000 | N=305 (82B/223S Bal:0.37) | >=55%: WR=26.0% | Score=0.000 | N=250 (66B/184S Bal:0.36) | >=56%: WR=22.2% | Score=0.000 | N=180 (57B/123S Bal:0.46)
+[Epoch 25] Loss(MSE:0.0848/CE:0.3527) | LR=8.15e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0287/CE:0.2761) |   >=53%: WR=30.7% | Score=0.000 | N=264 (100B/164S Bal:0.61) | >=54%: WR=31.0% | Score=0.000 | N=216 (83B/133S Bal:0.62) | >=55%: WR=33.1% | Score=0.000 | N=148 (65B/83S Bal:0.78) | >=56%: WR=27.7% | Score=0.000 | N=101 (53B/48S Bal:0.91)
+  [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.3034 (WR: 33.1%). Luu model...
+[21:08:06] PUSH RUN: run_20260601_173249_v6_london -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260601_173249_v6_london/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 21,
+                "epoch": 25,
                 "max_threshold": 0.56,
                 "composite_score": 0.0,
-                "val_loss": 0.31919656208317193,
+                "val_loss": 0.3048628456557968,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 316,
-                        "win_rate": 0.34177215189873417,
+                        "total_signals": 264,
+                        "win_rate": 0.3068181818181818,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 27.800894160210667,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8481012658227848,
-                        "total_buy": 182,
-                        "total_sell": 134
+                        "tus_score": 0.7575757575757576,
+                        "total_buy": 100,
+                        "total_sell": 164
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 230,
-                        "win_rate": 0.34347826086956523,
+                        "total_signals": 216,
+                        "win_rate": 0.3101851851851852,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 17.879306816064325,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8521739130434782,
-                        "total_buy": 132,
-                        "total_sell": 98
+                        "tus_score": 0.7685185185185185,
+                        "total_buy": 83,
+                        "total_sell": 133
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 160,
-                        "win_rate": 0.3125,
+                        "total_signals": 148,
+                        "win_rate": 0.3310810810810811,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8,
-                        "total_buy": 96,
-                        "total_sell": 64
+                        "tus_score": 0.8783783783783784,
+                        "total_buy": 65,
+                        "total_sell": 83
                     },
                     {
                         "threshold": 0.56,
                         "total_signals": 101,
-                        "win_rate": 0.26732673267326734,
+                        "win_rate": 0.27722772277227725,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6138613861386139,
-                        "total_buy": 70,
-                        "total_sell": 31
+                        "tus_score": 0.9504950495049505,
+                        "total_buy": 53,
+                        "total_sell": 48
                     }
                 ],
                 "win_rates": [
-                    0.34177215189873417,
-                    0.34347826086956523,
-                    0.3125,
-                    0.26732673267326734
+                    0.3068181818181818,
+                    0.3101851851851852,
+                    0.3310810810810811,
+                    0.27722772277227725
                 ],
                 "thresholds": [
                     0.53,
@@ -75,9 +75,9 @@
                     0.56
                 ],
                 "totals": [
-                    316,
-                    230,
-                    160,
+                    264,
+                    216,
+                    148,
                     101
                 ]
             }

workspaces/CFG_LTC_LONDON_V6/runs/run_20260601_173249_v6_london/train_v6.log

@@ -77,3 +77,10 @@ Loaded run-specific overrides from: D:\DungLA\client1\workspaces\CFG_LTC_LONDON_
 [Epoch 21] Loss(MSE:0.0869/CE:0.3670) | LR=9.40e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0300/CE:0.2892) |   >=53%: WR=34.2% | Score=27.801 | N=316 (182B/134S Bal:0.74) | >=54%: WR=34.3% | Score=17.879 | N=230 (132B/98S Bal:0.74) | >=55%: WR=31.2% | Score=0.000 | N=160 (96B/64S Bal:0.67) | >=56%: WR=26.7% | Score=0.000 | N=101 (70B/31S Bal:0.44)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.3177 (WR: 34.3%). Luu model...
 [20:57:25] PUSH RUN: run_20260601_173249_v6_london -> HF (new/changed files only)...
+[20:57:27] ✔️ Push run run_20260601_173249_v6_london hoàn tất!
+[Epoch 22] Loss(MSE:0.0868/CE:0.3599) | LR=9.14e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0301/CE:0.4074) |   >=53%: WR=29.7% | Score=0.000 | N=437 (253B/184S Bal:0.73) | >=54%: WR=28.7% | Score=0.000 | N=310 (191B/119S Bal:0.62) | >=55%: WR=26.9% | Score=0.000 | N=208 (139B/69S Bal:0.50) | >=56%: WR=25.0% | Score=0.000 | N=136 (100B/36S Bal:0.36)
+[Epoch 23] Loss(MSE:0.0859/CE:0.3552) | LR=8.84e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0295/CE:0.3098) |   >=53%: WR=27.2% | Score=0.000 | N=357 (118B/239S Bal:0.49) | >=54%: WR=27.8% | Score=0.000 | N=270 (81B/189S Bal:0.43) | >=55%: WR=27.2% | Score=0.000 | N=202 (70B/132S Bal:0.53) | >=56%: WR=22.9% | Score=0.000 | N=140 (57B/83S Bal:0.69)
+[Epoch 24] Loss(MSE:0.0852/CE:0.3537) | LR=8.51e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0290/CE:0.3402) |   >=53%: WR=29.7% | Score=0.000 | N=377 (97B/280S Bal:0.35) | >=54%: WR=29.8% | Score=0.000 | N=305 (82B/223S Bal:0.37) | >=55%: WR=26.0% | Score=0.000 | N=250 (66B/184S Bal:0.36) | >=56%: WR=22.2% | Score=0.000 | N=180 (57B/123S Bal:0.46)
+[Epoch 25] Loss(MSE:0.0848/CE:0.3527) | LR=8.15e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0287/CE:0.2761) |   >=53%: WR=30.7% | Score=0.000 | N=264 (100B/164S Bal:0.61) | >=54%: WR=31.0% | Score=0.000 | N=216 (83B/133S Bal:0.62) | >=55%: WR=33.1% | Score=0.000 | N=148 (65B/83S Bal:0.78) | >=56%: WR=27.7% | Score=0.000 | N=101 (53B/48S Bal:0.91)
+  [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.3034 (WR: 33.1%). Luu model...
+[21:08:06] PUSH RUN: run_20260601_173249_v6_london -> HF (new/changed files only)...