Best model: CFG_XAG_ASIAN_V6/run_20260601_215137_v6_asian

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_215137_v6_asian/results/train_v3.log

@@ -25,3 +25,11 @@
 [Epoch 8] Loss(MSE:0.1784/CE:0.9683) | LR=1.04e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0171/CE:0.6702) |   >=53%: WR=36.0% | Score=0.163 | N=25 (0B/25S Bal:0.00) | >=54%: WR=38.9% | Score=0.190 | N=18 (0B/18S Bal:0.00) | >=55%: WR=14.3% | Score=0.000 | N=7 (0B/7S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=3 (0B/3S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6864 (WR: 38.9%). Luu model...
 [21:53:21] PUSH RUN: run_20260601_215137_v6_asian -> HF (new/changed files only)...
+[21:53:23] ✔️ Push run run_20260601_215137_v6_asian hoàn tất!
+[Epoch 9] Loss(MSE:0.1786/CE:0.9676) | LR=8.61e-06 | Val V6 Simulator Score [0.151] - Loss(MSE:0.0172/CE:0.6957) |   >=53%: WR=31.1% | Score=0.000 | N=45 (0B/45S Bal:0.00) | >=54%: WR=30.3% | Score=0.000 | N=33 (0B/33S Bal:0.00) | >=56%: WR=40.0% | Score=0.453 | N=25 (0B/25S Bal:0.00) | >=57%: WR=26.7% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+  Luu y: Score/WR tang (Score: 0.1512) nhung Loss khong giam (0.7120). Bo qua viec save model.
+[Epoch 10] Loss(MSE:0.1771/CE:0.9660) | LR=6.87e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0168/CE:0.6714) |   >=53%: WR=34.5% | Score=0.091 | N=29 (0B/29S Bal:0.00) | >=54%: WR=34.8% | Score=0.073 | N=23 (0B/23S Bal:0.00) | >=55%: WR=15.4% | Score=0.000 | N=13 (0B/13S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00)
+[Epoch 11] Loss(MSE:0.1778/CE:0.9649) | LR=5.25e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0169/CE:0.6813) |   >=53%: WR=38.5% | Score=0.363 | N=26 (0B/26S Bal:0.00) | >=54%: WR=36.4% | Score=0.145 | N=22 (0B/22S Bal:0.00) | >=55%: WR=16.7% | Score=0.000 | N=12 (0B/12S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=4 (0B/4S Bal:0.00)
+[Epoch 12] Loss(MSE:0.1753/CE:0.9671) | LR=3.81e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0170/CE:0.6678) |   >=53%: WR=28.6% | Score=0.000 | N=35 (0B/35S Bal:0.00) | >=54%: WR=32.3% | Score=0.000 | N=31 (0B/31S Bal:0.00) | >=55%: WR=33.3% | Score=0.000 | N=27 (0B/27S Bal:0.00) | >=56%: WR=26.7% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6840 (WR: 33.3%). Luu model...
+[21:53:37] PUSH RUN: run_20260601_215137_v6_asian -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_215137_v6_asian/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 8,
+                "epoch": 12,
                 "max_threshold": 0.56,
                 "composite_score": 0.0,
-                "val_loss": 0.687278204584775,
+                "val_loss": 0.6848090184877996,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 25,
-                        "win_rate": 0.36,
+                        "total_signals": 35,
+                        "win_rate": 0.2857142857142857,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1632476786871086,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 25
+                        "total_sell": 35
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 18,
-                        "win_rate": 0.3888888888888889,
+                        "total_signals": 31,
+                        "win_rate": 0.3225806451612903,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1904556251349601,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 18
+                        "total_sell": 31
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 7,
-                        "win_rate": 0.14285714285714285,
+                        "total_signals": 27,
+                        "win_rate": 0.3333333333333333,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 7
+                        "total_sell": 27
                     },
                     {
                         "threshold": 0.56,
-                        "total_signals": 3,
-                        "win_rate": 0.0,
+                        "total_signals": 15,
+                        "win_rate": 0.26666666666666666,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 3
+                        "total_sell": 15
                     }
                 ],
                 "win_rates": [
-                    0.36,
-                    0.3888888888888889,
-                    0.14285714285714285,
-                    0.0
+                    0.2857142857142857,
+                    0.3225806451612903,
+                    0.3333333333333333,
+                    0.26666666666666666
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.56
                 ],
                 "totals": [
-                    25,
-                    18,
-                    7,
-                    3
+                    35,
+                    31,
+                    27,
+                    15
                 ]
             }
         }