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

@@ -13,3 +13,7 @@
 [Epoch 4] Loss(MSE:0.1012/CE:2.1493) | LR=9.14e-06 | Val V6 Simulator Score [0.003] - Loss(MSE:0.0129/CE:1.9164) |   >=53%: WR=71.4% | Score=6.973 | N=28 (24B/4S Bal:0.17) | >=54%: WR=66.7% | Score=0.206 | N=9 (9B/0S Bal:0.00) | >=55%: WR=100.0% | Score=0.008 | N=1 (1B/0S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9286 (WR: 100.0%). Luu model...
 [13:19:07] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:19:08] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[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)...

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

@@ -8,50 +8,50 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 4,
+                "epoch": 5,
                 "max_threshold": 0.56,
-                "composite_score": 0.0025421035907213217,
-                "val_loss": 1.9292846822738647,
+                "composite_score": 0.061010486177311724,
+                "val_loss": 1.9271338510513305,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 28,
-                        "win_rate": 0.7142857142857143,
+                        "total_signals": 55,
+                        "win_rate": 0.6909090909090909,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 6.972626991692769,
+                        "ev_score": 46.631423866886216,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.2857142857142857,
-                        "total_buy": 24,
-                        "total_sell": 4
+                        "tus_score": 0.5454545454545454,
+                        "total_buy": 15,
+                        "total_sell": 40
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 9,
+                        "total_signals": 30,
                         "win_rate": 0.6666666666666666,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.20591039084842705,
+                        "ev_score": 12.202097235462343,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 9,
-                        "total_sell": 0
+                        "tus_score": 0.5333333333333333,
+                        "total_buy": 8,
+                        "total_sell": 22
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 1,
-                        "win_rate": 1.0,
+                        "total_signals": 10,
+                        "win_rate": 0.6,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0076263107721639654,
+                        "ev_score": 0.18303145853193517,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 1,
-                        "total_sell": 0
+                        "total_buy": 0,
+                        "total_sell": 10
                     },
                     {
                         "threshold": 0.56,
-                        "total_signals": 0,
+                        "total_signals": 2,
                         "win_rate": 0.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
@@ -59,13 +59,13 @@
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 0
+                        "total_sell": 2
                     }
                 ],
                 "win_rates": [
-                    0.7142857142857143,
+                    0.6909090909090909,
                     0.6666666666666666,
-                    1.0,
+                    0.6,
                     0.0
                 ],
                 "thresholds": [
@@ -75,10 +75,10 @@
                     0.56
                 ],
                 "totals": [
-                    28,
-                    9,
-                    1,
-                    0
+                    55,
+                    30,
+                    10,
+                    2
                 ]
             }
         }

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260601_122604_v6_asian/train_v6.log

@@ -46,3 +46,7 @@ Loaded run-specific overrides from: d:\DungLA\client1\workspaces\CFG_LTC_ASIAN_V
 [Epoch 4] Loss(MSE:0.1012/CE:2.1493) | LR=9.14e-06 | Val V6 Simulator Score [0.003] - Loss(MSE:0.0129/CE:1.9164) |   >=53%: WR=71.4% | Score=6.973 | N=28 (24B/4S Bal:0.17) | >=54%: WR=66.7% | Score=0.206 | N=9 (9B/0S Bal:0.00) | >=55%: WR=100.0% | Score=0.008 | N=1 (1B/0S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
   [ARGO1] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.9286 (WR: 100.0%). Luu model...
 [13:19:07] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:19:08] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[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)...