Best model: CFG_LTC_ASIAN_V6/run_20260601_122604_v6_asian

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260601_122604_v6_asian/results/train_v3.log

@@ -17,3 +17,9 @@
 [Epoch 5] Loss(MSE:0.1022/CE:2.1428) | LR=8.51e-06 | Val V6 Simulator Score [0.061] - Loss(MSE:0.0135/CE:1.9137) |   >=53%: WR=69.1% | Score=46.631 | N=55 (15B/40S Bal:0.38) | >=54%: WR=66.7% | Score=12.202 | N=30 (8B/22S Bal:0.36) | >=55%: WR=60.0% | Score=0.183 | N=10 (0B/10S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=2 (0B/2S Bal:0.00)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9265 (WR: 69.1%). Luu model...
 [13:22:03] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:22:05] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[Epoch 6] Loss(MSE:0.1015/CE:2.1419) | LR=7.75e-06 | Val V6 Simulator Score [1.052] - Loss(MSE:0.0129/CE:1.9163) |   >=53%: WR=53.3% | Score=4.393 | N=60 (60B/0S Bal:0.00) | >=54%: WR=57.9% | Score=2.349 | N=38 (38B/0S Bal:0.00) | >=55%: WR=64.3% | Score=1.785 | N=28 (28B/0S Bal:0.00) | >=56%: WR=57.1% | Score=0.686 | N=21 (21B/0S Bal:0.00)
+  Luu y: Score/WR tang (Score: 1.0524) nhung Loss khong giam (1.9286). Bo qua viec save model.
+[Epoch 7] Loss(MSE:0.1013/CE:2.1386) | LR=6.89e-06 | Val V6 Simulator Score [14.216] - Loss(MSE:0.0127/CE:1.9115) |   >=53%: WR=65.1% | Score=109.947 | N=86 (27B/59S Bal:0.46) | >=54%: WR=62.9% | Score=56.470 | N=70 (19B/51S Bal:0.37) | >=55%: WR=68.9% | Score=25.218 | N=45 (10B/35S Bal:0.29) | >=56%: WR=71.4% | Score=8.716 | N=28 (5B/23S Bal:0.22)
+  [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9236 (WR: 71.4%). Luu model...
+[13:27:44] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260601_122604_v6_asian/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 5,
+                "epoch": 7,
                 "max_threshold": 0.56,
-                "composite_score": 0.061010486177311724,
-                "val_loss": 1.9271338510513305,
+                "composite_score": 14.216411699729145,
+                "val_loss": 1.9242266011238098,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 55,
-                        "win_rate": 0.6909090909090909,
+                        "total_signals": 86,
+                        "win_rate": 0.6511627906976745,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 46.631423866886216,
+                        "ev_score": 109.94657148557874,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.5454545454545454,
-                        "total_buy": 15,
-                        "total_sell": 40
+                        "tus_score": 0.627906976744186,
+                        "total_buy": 27,
+                        "total_sell": 59
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 30,
-                        "win_rate": 0.6666666666666666,
+                        "total_signals": 70,
+                        "win_rate": 0.6285714285714286,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 12.202097235462343,
+                        "ev_score": 56.469562848971805,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.5333333333333333,
-                        "total_buy": 8,
-                        "total_sell": 22
+                        "tus_score": 0.5428571428571429,
+                        "total_buy": 19,
+                        "total_sell": 51
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 10,
-                        "win_rate": 0.6,
+                        "total_signals": 45,
+                        "win_rate": 0.6888888888888889,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.18303145853193517,
+                        "ev_score": 25.217667619955513,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 0,
-                        "total_sell": 10
+                        "tus_score": 0.4444444444444444,
+                        "total_buy": 10,
+                        "total_sell": 35
                     },
                     {
                         "threshold": 0.56,
-                        "total_signals": 2,
-                        "win_rate": 0.0,
+                        "total_signals": 28,
+                        "win_rate": 0.7142857142857143,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0,
+                        "ev_score": 8.71578373961596,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 0,
-                        "total_sell": 2
+                        "tus_score": 0.3571428571428571,
+                        "total_buy": 5,
+                        "total_sell": 23
                     }
                 ],
                 "win_rates": [
-                    0.6909090909090909,
-                    0.6666666666666666,
-                    0.6,
-                    0.0
+                    0.6511627906976745,
+                    0.6285714285714286,
+                    0.6888888888888889,
+                    0.7142857142857143
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.56
                 ],
                 "totals": [
-                    55,
-                    30,
-                    10,
-                    2
+                    86,
+                    70,
+                    45,
+                    28
                 ]
             }
         }

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260601_122604_v6_asian/train_v6.log

@@ -50,3 +50,9 @@ Loaded run-specific overrides from: d:\DungLA\client1\workspaces\CFG_LTC_ASIAN_V
 [Epoch 5] Loss(MSE:0.1022/CE:2.1428) | LR=8.51e-06 | Val V6 Simulator Score [0.061] - Loss(MSE:0.0135/CE:1.9137) |   >=53%: WR=69.1% | Score=46.631 | N=55 (15B/40S Bal:0.38) | >=54%: WR=66.7% | Score=12.202 | N=30 (8B/22S Bal:0.36) | >=55%: WR=60.0% | Score=0.183 | N=10 (0B/10S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=2 (0B/2S Bal:0.00)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9265 (WR: 69.1%). Luu model...
 [13:22:03] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:22:05] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[Epoch 6] Loss(MSE:0.1015/CE:2.1419) | LR=7.75e-06 | Val V6 Simulator Score [1.052] - Loss(MSE:0.0129/CE:1.9163) |   >=53%: WR=53.3% | Score=4.393 | N=60 (60B/0S Bal:0.00) | >=54%: WR=57.9% | Score=2.349 | N=38 (38B/0S Bal:0.00) | >=55%: WR=64.3% | Score=1.785 | N=28 (28B/0S Bal:0.00) | >=56%: WR=57.1% | Score=0.686 | N=21 (21B/0S Bal:0.00)
+  Luu y: Score/WR tang (Score: 1.0524) nhung Loss khong giam (1.9286). Bo qua viec save model.
+[Epoch 7] Loss(MSE:0.1013/CE:2.1386) | LR=6.89e-06 | Val V6 Simulator Score [14.216] - Loss(MSE:0.0127/CE:1.9115) |   >=53%: WR=65.1% | Score=109.947 | N=86 (27B/59S Bal:0.46) | >=54%: WR=62.9% | Score=56.470 | N=70 (19B/51S Bal:0.37) | >=55%: WR=68.9% | Score=25.218 | N=45 (10B/35S Bal:0.29) | >=56%: WR=71.4% | Score=8.716 | N=28 (5B/23S Bal:0.22)
+  [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9236 (WR: 71.4%). Luu model...
+[13:27:44] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...