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

@@ -7,3 +7,9 @@
 [Epoch 2] Loss(MSE:0.0989/CE:2.1627) | LR=9.90e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0120/CE:1.9185) |   >=53%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=0 (0B/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 = 1.9299 (WR: 0.0%). Luu model...
 [13:13:24] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:13:25] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[Epoch 3] Loss(MSE:0.1012/CE:2.1544) | LR=9.61e-06 | Val V6 Simulator Score [0.196] - Loss(MSE:0.0129/CE:1.9201) |   >=53%: WR=41.5% | Score=1.647 | N=65 (0B/65S Bal:0.00) | >=54%: WR=50.0% | Score=0.747 | N=28 (0B/28S Bal:0.00) | >=55%: WR=57.9% | Score=0.587 | N=19 (0B/19S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00)
+  Luu y: Score/WR tang (Score: 0.1957) nhung Loss khong giam (1.9324). Bo qua viec save model.
+[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)...

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

@@ -8,45 +8,45 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 2,
+                "epoch": 4,
                 "max_threshold": 0.56,
-                "composite_score": 0.0,
-                "val_loss": 1.9304530119895935,
+                "composite_score": 0.0025421035907213217,
+                "val_loss": 1.9292846822738647,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 0,
-                        "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": 6.972626991692769,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 0,
-                        "total_sell": 0
+                        "tus_score": 0.2857142857142857,
+                        "total_buy": 24,
+                        "total_sell": 4
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 0,
-                        "win_rate": 0.0,
+                        "total_signals": 9,
+                        "win_rate": 0.6666666666666666,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0,
+                        "ev_score": 0.20591039084842705,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 0,
+                        "total_buy": 9,
                         "total_sell": 0
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 0,
-                        "win_rate": 0.0,
+                        "total_signals": 1,
+                        "win_rate": 1.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0,
+                        "ev_score": 0.0076263107721639654,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 0,
+                        "total_buy": 1,
                         "total_sell": 0
                     },
                     {
@@ -63,9 +63,9 @@
                     }
                 ],
                 "win_rates": [
-                    0.0,
-                    0.0,
-                    0.0,
+                    0.7142857142857143,
+                    0.6666666666666666,
+                    1.0,
                     0.0
                 ],
                 "thresholds": [
@@ -75,9 +75,9 @@
                     0.56
                 ],
                 "totals": [
-                    0,
-                    0,
-                    0,
+                    28,
+                    9,
+                    1,
                     0
                 ]
             }

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260601_122604_v6_asian/train_v6.log

@@ -40,3 +40,9 @@ Loaded run-specific overrides from: d:\DungLA\client1\workspaces\CFG_LTC_ASIAN_V
 [Epoch 2] Loss(MSE:0.0989/CE:2.1627) | LR=9.90e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0120/CE:1.9185) |   >=53%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=0 (0B/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 = 1.9299 (WR: 0.0%). Luu model...
 [13:13:24] PUSH RUN: run_20260601_122604_v6_asian -> HF (new/changed files only)...
+[13:13:25] ✔️ Push run run_20260601_122604_v6_asian hoàn tất!
+[Epoch 3] Loss(MSE:0.1012/CE:2.1544) | LR=9.61e-06 | Val V6 Simulator Score [0.196] - Loss(MSE:0.0129/CE:1.9201) |   >=53%: WR=41.5% | Score=1.647 | N=65 (0B/65S Bal:0.00) | >=54%: WR=50.0% | Score=0.747 | N=28 (0B/28S Bal:0.00) | >=55%: WR=57.9% | Score=0.587 | N=19 (0B/19S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00)
+  Luu y: Score/WR tang (Score: 0.1957) nhung Loss khong giam (1.9324). Bo qua viec save model.
+[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)...