Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/train_v3.log

@@ -69,3 +69,13 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0814. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:51:36] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:51:38] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 27] Loss(MSE:0.0390/CE:0.7737) | LR=1.44e-05 | Val V3 Score [0.073] - Loss(MSE:0.0024/CE:0.5037) |   >=53%: WR=53.7% | Score=0.104 | N=188 (75B/113S Bal:0.66) | >=62%: WR=62.7% | Score=0.107 | N=166 (71B/95S Bal:0.75) | >=70%: WR=77.3% | Score=0.105 | N=132 (61B/71S Bal:0.86) | >=79%: WR=84.4% | Score=0.028 | N=32 (12B/20S Bal:0.60)
+[Epoch 28] Loss(MSE:0.0388/CE:0.7736) | LR=1.34e-05 | Val V3 Score [0.073] - Loss(MSE:0.0022/CE:0.5148) |   >=53%: WR=49.5% | Score=0.103 | N=202 (86B/116S Bal:0.74) | >=62%: WR=60.0% | Score=0.108 | N=175 (75B/100S Bal:0.75) | >=72%: WR=75.0% | Score=0.105 | N=136 (71B/65S Bal:0.92) | >=81%: WR=90.0% | Score=0.028 | N=30 (30B/0S Bal:0.00)
+[Epoch 29] Loss(MSE:0.0386/CE:0.7722) | LR=1.25e-05 | Val V3 Score [0.076] - Loss(MSE:0.0022/CE:0.5300) |   >=53%: WR=46.0% | Score=0.102 | N=215 (104B/111S Bal:0.94) | >=62%: WR=55.7% | Score=0.106 | N=185 (89B/96S Bal:0.93) | >=72%: WR=68.0% | Score=0.105 | N=150 (81B/69S Bal:0.85) | >=81%: WR=87.2% | Score=0.035 | N=39 (39B/0S Bal:0.00)
+[Epoch 30] Loss(MSE:0.0379/CE:0.7714) | LR=1.15e-05 | Val V3 Score [0.080] - Loss(MSE:0.0022/CE:0.5095) |   >=53%: WR=48.5% | Score=0.103 | N=206 (76B/130S Bal:0.58) | >=62%: WR=57.2% | Score=0.106 | N=180 (61B/119S Bal:0.51) | >=71%: WR=69.5% | Score=0.110 | N=154 (65B/89S Bal:0.73) | >=80%: WR=90.5% | Score=0.039 | N=42 (30B/12S Bal:0.40)
+[Epoch 31] Loss(MSE:0.0376/CE:0.7699) | LR=1.05e-05 | Val V3 Score [0.081] - Loss(MSE:0.0021/CE:0.5287) |   >=53%: WR=45.5% | Score=0.104 | N=222 (112B/110S Bal:0.98) | >=62%: WR=55.6% | Score=0.108 | N=189 (90B/99S Bal:0.91) | >=72%: WR=69.1% | Score=0.108 | N=152 (81B/71S Bal:0.88) | >=81%: WR=83.7% | Score=0.042 | N=49 (49B/0S Bal:0.00)
+[Epoch 32] Loss(MSE:0.0370/CE:0.7696) | LR=9.51e-06 | Val V3 Score [0.085] - Loss(MSE:0.0022/CE:0.5079) |   >=53%: WR=53.8% | Score=0.108 | N=195 (76B/119S Bal:0.64) | >=62%: WR=62.9% | Score=0.110 | N=170 (68B/102S Bal:0.67) | >=70%: WR=73.6% | Score=0.109 | N=144 (63B/81S Bal:0.78) | >=79%: WR=92.7% | Score=0.052 | N=55 (31B/24S Bal:0.77)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0854. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:56:21] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 26,
+                "epoch": 32,
                 "max_threshold": 0.79,
-                "composite_score": 0.08136348064405617,
-                "val_loss": 0.5232249268505115,
+                "composite_score": 0.0853888317917095,
+                "val_loss": 0.5100602038802892,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 203,
-                        "win_rate": 0.4975369458128079,
+                        "total_signals": 195,
+                        "win_rate": 0.5384615384615384,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10380267214799589,
+                        "ev_score": 0.1079136690647482,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8177339901477833,
-                        "total_buy": 83,
-                        "total_sell": 120
+                        "tus_score": 0.7794871794871795,
+                        "total_buy": 76,
+                        "total_sell": 119
                     },
                     {
                         "threshold": 0.6167,
-                        "total_signals": 178,
-                        "win_rate": 0.5786516853932584,
+                        "total_signals": 170,
+                        "win_rate": 0.6294117647058823,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10585817060637204,
+                        "ev_score": 0.10996916752312436,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7865168539325843,
-                        "total_buy": 70,
-                        "total_sell": 108
+                        "tus_score": 0.8,
+                        "total_buy": 68,
+                        "total_sell": 102
                     },
                     {
                         "threshold": 0.7033,
-                        "total_signals": 150,
-                        "win_rate": 0.7,
+                        "total_signals": 144,
+                        "win_rate": 0.7361111111111112,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1079136690647482,
+                        "ev_score": 0.10894141829393629,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9333333333333333,
-                        "total_buy": 70,
-                        "total_sell": 80
+                        "tus_score": 0.875,
+                        "total_buy": 63,
+                        "total_sell": 81
                     },
                     {
                         "threshold": 0.79,
-                        "total_signals": 48,
-                        "win_rate": 0.8958333333333334,
+                        "total_signals": 55,
+                        "win_rate": 0.9272727272727272,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.044193216855087356,
+                        "ev_score": 0.052415210688591986,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.33333333333333337,
-                        "total_buy": 40,
-                        "total_sell": 8
+                        "tus_score": 0.8727272727272728,
+                        "total_buy": 31,
+                        "total_sell": 24
                     }
                 ],
                 "win_rates": [
-                    0.4975369458128079,
-                    0.5786516853932584,
-                    0.7,
-                    0.8958333333333334
+                    0.5384615384615384,
+                    0.6294117647058823,
+                    0.7361111111111112,
+                    0.9272727272727272
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.79
                 ],
                 "totals": [
-                    203,
-                    178,
-                    150,
-                    48
+                    195,
+                    170,
+                    144,
+                    55
                 ]
             }
         }