Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -79,3 +79,19 @@
   🏆 [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)...
+[18:56:23] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 33] Loss(MSE:0.0367/CE:0.7676) | LR=8.52e-06 | Val V3 Score [0.079] - Loss(MSE:0.0020/CE:0.5244) |   >=53%: WR=44.7% | Score=0.101 | N=219 (109B/110S Bal:0.99) | >=62%: WR=55.8% | Score=0.109 | N=190 (82B/108S Bal:0.76) | >=71%: WR=67.9% | Score=0.109 | N=156 (77B/79S Bal:0.97) | >=80%: WR=87.8% | Score=0.037 | N=41 (39B/2S Bal:0.05)
+[Epoch 34] Loss(MSE:0.0363/CE:0.7674) | LR=7.56e-06 | Val V3 Score [0.079] - Loss(MSE:0.0020/CE:0.5114) |   >=53%: WR=49.8% | Score=0.104 | N=203 (82B/121S Bal:0.68) | >=62%: WR=58.4% | Score=0.107 | N=178 (71B/107S Bal:0.66) | >=71%: WR=69.7% | Score=0.109 | N=152 (72B/80S Bal:0.90) | >=80%: WR=89.7% | Score=0.036 | N=39 (27B/12S Bal:0.44)
+[Epoch 35] Loss(MSE:0.0362/CE:0.7678) | LR=6.64e-06 | Val V3 Score [0.077] - Loss(MSE:0.0021/CE:0.5193) |   >=53%: WR=46.9% | Score=0.103 | N=213 (91B/122S Bal:0.75) | >=62%: WR=56.2% | Score=0.107 | N=185 (77B/108S Bal:0.71) | >=72%: WR=69.4% | Score=0.112 | N=157 (68B/89S Bal:0.76) | >=81%: WR=90.0% | Score=0.028 | N=30 (28B/2S Bal:0.07)
+[Epoch 36] Loss(MSE:0.0357/CE:0.7649) | LR=5.75e-06 | Val V3 Score [0.081] - Loss(MSE:0.0020/CE:0.5117) |   >=53%: WR=48.8% | Score=0.104 | N=207 (93B/114S Bal:0.82) | >=62%: WR=57.8% | Score=0.107 | N=180 (79B/101S Bal:0.78) | >=71%: WR=67.3% | Score=0.108 | N=156 (76B/80S Bal:0.95) | >=80%: WR=87.8% | Score=0.044 | N=49 (44B/5S Bal:0.11)
+[Epoch 37] Loss(MSE:0.0355/CE:0.7649) | LR=4.92e-06 | Val V3 Score [0.077] - Loss(MSE:0.0020/CE:0.5086) |   >=53%: WR=49.5% | Score=0.105 | N=206 (93B/113S Bal:0.82) | >=62%: WR=58.1% | Score=0.107 | N=179 (76B/103S Bal:0.74) | >=72%: WR=69.5% | Score=0.110 | N=154 (76B/78S Bal:0.97) | >=81%: WR=96.7% | Score=0.030 | N=30 (28B/2S Bal:0.07)
+[Epoch 38] Loss(MSE:0.0356/CE:0.7654) | LR=4.14e-06 | Val V3 Score [0.076] - Loss(MSE:0.0020/CE:0.5174) |   >=53%: WR=47.8% | Score=0.103 | N=209 (92B/117S Bal:0.79) | >=62%: WR=58.0% | Score=0.108 | N=181 (78B/103S Bal:0.76) | >=72%: WR=68.4% | Score=0.109 | N=155 (75B/80S Bal:0.94) | >=81%: WR=93.8% | Score=0.031 | N=32 (32B/0S Bal:0.00)
+[Epoch 39] Loss(MSE:0.0350/CE:0.7642) | LR=3.44e-06 | Val V3 Score [0.077] - Loss(MSE:0.0020/CE:0.5269) |   >=53%: WR=44.3% | Score=0.100 | N=219 (102B/117S Bal:0.87) | >=62%: WR=55.9% | Score=0.108 | N=188 (75B/113S Bal:0.66) | >=72%: WR=67.3% | Score=0.110 | N=159 (73B/86S Bal:0.85) | >=81%: WR=91.2% | Score=0.032 | N=34 (34B/0S Bal:0.00)
+[Epoch 40] Loss(MSE:0.0350/CE:0.7634) | LR=2.81e-06 | Val V3 Score [0.078] - Loss(MSE:0.0020/CE:0.5126) |   >=53%: WR=48.8% | Score=0.106 | N=211 (100B/111S Bal:0.90) | >=62%: WR=58.7% | Score=0.108 | N=179 (82B/97S Bal:0.85) | >=72%: WR=69.5% | Score=0.108 | N=151 (78B/73S Bal:0.94) | >=81%: WR=89.7% | Score=0.036 | N=39 (38B/1S Bal:0.03)
+[Epoch 41] Loss(MSE:0.0350/CE:0.7629) | LR=2.27e-06 | Val V3 Score [0.080] - Loss(MSE:0.0019/CE:0.5186) |   >=53%: WR=46.0% | Score=0.100 | N=211 (91B/120S Bal:0.76) | >=62%: WR=57.1% | Score=0.108 | N=184 (78B/106S Bal:0.74) | >=72%: WR=68.6% | Score=0.110 | N=156 (76B/80S Bal:0.95) | >=81%: WR=92.3% | Score=0.037 | N=39 (39B/0S Bal:0.00)
+[Epoch 42] Loss(MSE:0.0348/CE:0.7637) | LR=1.82e-06 | Val V3 Score [0.083] - Loss(MSE:0.0020/CE:0.5212) |   >=53%: WR=47.8% | Score=0.103 | N=209 (88B/121S Bal:0.73) | >=62%: WR=56.5% | Score=0.108 | N=186 (77B/109S Bal:0.71) | >=71%: WR=66.9% | Score=0.110 | N=160 (73B/87S Bal:0.84) | >=80%: WR=93.5% | Score=0.044 | N=46 (36B/10S Bal:0.28)
+[Epoch 43] Loss(MSE:0.0348/CE:0.7629) | LR=1.46e-06 | Val V3 Score [0.084] - Loss(MSE:0.0020/CE:0.5150) |   >=53%: WR=49.0% | Score=0.104 | N=206 (87B/119S Bal:0.73) | >=62%: WR=57.6% | Score=0.109 | N=184 (75B/109S Bal:0.69) | >=71%: WR=68.6% | Score=0.112 | N=159 (74B/85S Bal:0.87) | >=80%: WR=93.6% | Score=0.045 | N=47 (37B/10S Bal:0.27)
+[Epoch 44] Loss(MSE:0.0348/CE:0.7630) | LR=1.21e-06 | Val V3 Score [0.086] - Loss(MSE:0.0019/CE:0.5123) |   >=53%: WR=49.0% | Score=0.104 | N=206 (87B/119S Bal:0.73) | >=62%: WR=57.1% | Score=0.108 | N=184 (74B/110S Bal:0.67) | >=71%: WR=66.7% | Score=0.109 | N=159 (72B/87S Bal:0.83) | >=80%: WR=92.9% | Score=0.053 | N=56 (44B/12S Bal:0.27)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0858. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[19:05:52] 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

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 32,
-                "max_threshold": 0.79,
-                "composite_score": 0.0853888317917095,
-                "val_loss": 0.5100602038802892,
+                "epoch": 44,
+                "max_threshold": 0.8,
+                "composite_score": 0.08581706063720453,
+                "val_loss": 0.5141957112907494,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 195,
-                        "win_rate": 0.5384615384615384,
+                        "total_signals": 206,
+                        "win_rate": 0.49029126213592233,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1079136690647482,
+                        "ev_score": 0.10380267214799589,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7794871794871795,
-                        "total_buy": 76,
+                        "tus_score": 0.8446601941747574,
+                        "total_buy": 87,
                         "total_sell": 119
                     },
                     {
-                        "threshold": 0.6167,
-                        "total_signals": 170,
-                        "win_rate": 0.6294117647058823,
+                        "threshold": 0.62,
+                        "total_signals": 184,
+                        "win_rate": 0.5706521739130435,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10996916752312436,
+                        "ev_score": 0.1079136690647482,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8,
-                        "total_buy": 68,
-                        "total_sell": 102
+                        "tus_score": 0.8043478260869565,
+                        "total_buy": 74,
+                        "total_sell": 110
                     },
                     {
-                        "threshold": 0.7033,
-                        "total_signals": 144,
-                        "win_rate": 0.7361111111111112,
+                        "threshold": 0.71,
+                        "total_signals": 159,
+                        "win_rate": 0.6666666666666666,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10894141829393629,
+                        "ev_score": 0.10894141829393628,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.875,
-                        "total_buy": 63,
-                        "total_sell": 81
+                        "tus_score": 0.9056603773584906,
+                        "total_buy": 72,
+                        "total_sell": 87
                     },
                     {
-                        "threshold": 0.79,
-                        "total_signals": 55,
-                        "win_rate": 0.9272727272727272,
+                        "threshold": 0.8,
+                        "total_signals": 56,
+                        "win_rate": 0.9285714285714286,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.052415210688591986,
+                        "ev_score": 0.053442959917780065,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8727272727272728,
-                        "total_buy": 31,
-                        "total_sell": 24
+                        "tus_score": 0.4285714285714286,
+                        "total_buy": 44,
+                        "total_sell": 12
                     }
                 ],
                 "win_rates": [
-                    0.5384615384615384,
-                    0.6294117647058823,
-                    0.7361111111111112,
-                    0.9272727272727272
+                    0.49029126213592233,
+                    0.5706521739130435,
+                    0.6666666666666666,
+                    0.9285714285714286
                 ],
                 "thresholds": [
                     0.53,
-                    0.6167,
-                    0.7033,
-                    0.79
+                    0.62,
+                    0.71,
+                    0.8
                 ],
                 "totals": [
-                    195,
-                    170,
-                    144,
-                    55
+                    206,
+                    184,
+                    159,
+                    56
                 ]
             }
         }