Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -31,3 +31,12 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0717. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:37:22] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:37:24] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 9] Loss(MSE:0.0420/CE:0.8044) | LR=9.51e-06 | Val V3 Score [0.068] - Loss(MSE:0.0048/CE:0.5502) |   >=53%: WR=48.8% | Score=0.104 | N=207 (95B/112S Bal:0.85) | >=61%: WR=60.1% | Score=0.107 | N=173 (80B/93S Bal:0.86) | >=70%: WR=71.1% | Score=0.094 | N=128 (67B/61S Bal:0.91) | >=78%: WR=83.8% | Score=0.032 | N=37 (34B/3S Bal:0.09)
+[Epoch 10] Loss(MSE:0.0417/CE:0.8019) | LR=7.56e-06 | Val V3 Score [0.071] - Loss(MSE:0.0046/CE:0.5280) |   >=53%: WR=52.8% | Score=0.106 | N=195 (81B/114S Bal:0.71) | >=61%: WR=65.5% | Score=0.111 | N=165 (65B/100S Bal:0.65) | >=69%: WR=76.2% | Score=0.096 | N=122 (55B/67S Bal:0.82) | >=77%: WR=87.5% | Score=0.036 | N=40 (28B/12S Bal:0.43)
+[Epoch 11] Loss(MSE:0.0415/CE:0.7977) | LR=5.75e-06 | Val V3 Score [0.067] - Loss(MSE:0.0045/CE:0.5476) |   >=53%: WR=45.6% | Score=0.102 | N=217 (118B/99S Bal:0.84) | >=62%: WR=57.0% | Score=0.105 | N=179 (93B/86S Bal:0.92) | >=70%: WR=67.2% | Score=0.090 | N=131 (80B/51S Bal:0.64) | >=79%: WR=87.2% | Score=0.035 | N=39 (37B/2S Bal:0.05)
+[Epoch 12] Loss(MSE:0.0414/CE:0.7975) | LR=4.14e-06 | Val V3 Score [0.069] - Loss(MSE:0.0042/CE:0.5203) |   >=53%: WR=51.0% | Score=0.104 | N=198 (83B/115S Bal:0.72) | >=61%: WR=64.8% | Score=0.110 | N=165 (77B/88S Bal:0.88) | >=70%: WR=74.2% | Score=0.091 | N=120 (62B/58S Bal:0.94) | >=78%: WR=87.8% | Score=0.037 | N=41 (34B/7S Bal:0.21)
+[Epoch 13] Loss(MSE:0.0413/CE:0.7932) | LR=2.81e-06 | Val V3 Score [0.074] - Loss(MSE:0.0040/CE:0.5265) |   >=53%: WR=52.0% | Score=0.109 | N=204 (81B/123S Bal:0.66) | >=61%: WR=60.2% | Score=0.106 | N=171 (62B/109S Bal:0.57) | >=70%: WR=74.6% | Score=0.100 | N=130 (55B/75S Bal:0.73) | >=78%: WR=90.5% | Score=0.039 | N=42 (24B/18S Bal:0.75)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0744. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:41:19] 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": 8,
+                "epoch": 13,
                 "max_threshold": 0.78,
-                "composite_score": 0.07168550873586844,
-                "val_loss": 0.5442955791950226,
+                "composite_score": 0.07442617334703666,
+                "val_loss": 0.5305479242491316,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 202,
-                        "win_rate": 0.504950495049505,
+                        "total_signals": 204,
+                        "win_rate": 0.5196078431372549,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10483042137718397,
+                        "ev_score": 0.10894141829393629,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8712871287128713,
-                        "total_buy": 88,
-                        "total_sell": 114
+                        "tus_score": 0.7941176470588236,
+                        "total_buy": 81,
+                        "total_sell": 123
                     },
                     {
                         "threshold": 0.6133,
-                        "total_signals": 169,
-                        "win_rate": 0.6272189349112426,
+                        "total_signals": 171,
+                        "win_rate": 0.6023391812865497,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10894141829393629,
+                        "ev_score": 0.10585817060637205,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8994082840236687,
-                        "total_buy": 76,
-                        "total_sell": 93
+                        "tus_score": 0.7251461988304093,
+                        "total_buy": 62,
+                        "total_sell": 109
                     },
                     {
                         "threshold": 0.6967,
-                        "total_signals": 126,
-                        "win_rate": 0.7222222222222222,
+                        "total_signals": 130,
+                        "win_rate": 0.7461538461538462,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09352517985611511,
+                        "ev_score": 0.09969167523124359,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9841269841269842,
-                        "total_buy": 64,
-                        "total_sell": 62
+                        "tus_score": 0.8461538461538461,
+                        "total_buy": 55,
+                        "total_sell": 75
                     },
                     {
                         "threshold": 0.78,
-                        "total_signals": 46,
-                        "win_rate": 0.8695652173913043,
+                        "total_signals": 42,
+                        "win_rate": 0.9047619047619048,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.041109969167523124,
+                        "ev_score": 0.03905447070914697,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6521739130434783,
-                        "total_buy": 31,
-                        "total_sell": 15
+                        "tus_score": 0.8571428571428572,
+                        "total_buy": 24,
+                        "total_sell": 18
                     }
                 ],
                 "win_rates": [
-                    0.504950495049505,
-                    0.6272189349112426,
-                    0.7222222222222222,
-                    0.8695652173913043
+                    0.5196078431372549,
+                    0.6023391812865497,
+                    0.7461538461538462,
+                    0.9047619047619048
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.78
                 ],
                 "totals": [
-                    202,
-                    169,
-                    126,
-                    46
+                    204,
+                    171,
+                    130,
+                    42
                 ]
             }
         }