Best model: CFG_XAG_ASIAN_V6/run_20260601_215546_v6_asian

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_215546_v6_asian/results/train_v3.log

@@ -7,3 +7,22 @@
 [Epoch 2] Loss(MSE:0.1626/CE:0.9849) | LR=1.78e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0176/CE:0.6362) |   >=53%: WR=100.0% | Score=0.163 | N=3 (3B/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)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6530 (WR: 100.0%). Luu model...
 [21:56:55] PUSH RUN: run_20260601_215546_v6_asian -> HF (new/changed files only)...
+[21:56:57] ✔️ Push run run_20260601_215546_v6_asian hoàn tất!
+[Epoch 3] Loss(MSE:0.1654/CE:0.9774) | LR=1.73e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0166/CE:0.7172) |   >=53%: WR=0.0% | Score=0.000 | N=15 (0B/15S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=9 (0B/9S 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)
+[Epoch 4] Loss(MSE:0.1638/CE:0.9733) | LR=1.64e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0175/CE:0.6549) |   >=53%: WR=0.0% | Score=0.000 | N=11 (0B/11S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=7 (0B/7S 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)
+[Epoch 5] Loss(MSE:0.1648/CE:0.9688) | LR=1.52e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0177/CE:0.6634) |   >=53%: WR=0.0% | Score=0.000 | N=1 (0B/1S 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)
+[Epoch 6] Loss(MSE:0.1633/CE:0.9718) | LR=1.38e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0183/CE:0.6730) |   >=53%: WR=9.5% | Score=0.000 | N=21 (0B/21S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=10 (0B/10S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=5 (0B/5S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 7] Loss(MSE:0.1646/CE:0.9644) | LR=1.21e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0186/CE:0.6653) |   >=53%: WR=21.2% | Score=0.000 | N=33 (0B/33S Bal:0.00) | >=54%: WR=9.1% | Score=0.000 | N=22 (0B/22S Bal:0.00) | >=55%: WR=7.1% | Score=0.000 | N=14 (0B/14S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=8 (0B/8S Bal:0.00)
+[Epoch 8] Loss(MSE:0.1624/CE:0.9637) | LR=1.04e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0188/CE:0.6365) |   >=53%: WR=8.7% | Score=0.000 | N=23 (0B/23S Bal:0.00) | >=54%: WR=7.7% | Score=0.000 | N=13 (0B/13S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=3 (0B/3S Bal:0.00)
+[Epoch 9] Loss(MSE:0.1616/CE:0.9625) | LR=8.61e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0178/CE:0.6776) |   >=53%: WR=12.5% | Score=0.000 | N=16 (1B/15S Bal:0.07) | >=54%: WR=16.7% | Score=0.000 | N=6 (0B/6S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 10] Loss(MSE:0.1621/CE:0.9630) | LR=6.87e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0185/CE:0.6478) |   >=53%: WR=11.1% | Score=0.000 | N=9 (2B/7S Bal:0.29) | >=54%: WR=0.0% | Score=0.000 | N=1 (0B/1S 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)
+[Epoch 11] Loss(MSE:0.1622/CE:0.9605) | LR=5.25e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0188/CE:0.6404) |   >=53%: WR=11.8% | Score=0.000 | N=17 (0B/17S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=7 (0B/7S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 12] Loss(MSE:0.1603/CE:0.9592) | LR=3.81e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0185/CE:0.6537) |   >=53%: WR=10.0% | Score=0.000 | N=20 (0B/20S Bal:0.00) | >=54%: WR=7.1% | Score=0.000 | N=14 (0B/14S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00)
+[Epoch 13] Loss(MSE:0.1616/CE:0.9583) | LR=2.62e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0187/CE:0.6536) |   >=53%: WR=12.5% | Score=0.000 | N=16 (0B/16S Bal:0.00) | >=54%: WR=7.7% | Score=0.000 | N=13 (0B/13S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 14] Loss(MSE:0.1612/CE:0.9597) | LR=1.73e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0186/CE:0.6475) |   >=53%: WR=7.7% | Score=0.000 | N=13 (0B/13S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=3 (0B/3S 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)
+[Epoch 15] Loss(MSE:0.1613/CE:0.9582) | LR=1.19e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0187/CE:0.6434) |   >=53%: WR=15.4% | Score=0.000 | N=13 (0B/13S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 16] Loss(MSE:0.1606/CE:0.9621) | LR=1.80e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0172/CE:0.7221) |   >=53%: WR=20.7% | Score=0.000 | N=58 (0B/58S Bal:0.00) | >=54%: WR=20.0% | Score=0.000 | N=50 (0B/50S Bal:0.00) | >=54%: WR=17.6% | Score=0.000 | N=34 (0B/34S Bal:0.00) | >=55%: WR=17.4% | Score=0.000 | N=23 (0B/23S Bal:0.00)
+[Epoch 17] Loss(MSE:0.1605/CE:0.9610) | LR=1.80e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0194/CE:0.6504) |   >=53%: WR=20.0% | Score=0.000 | N=30 (0B/30S Bal:0.00) | >=54%: WR=11.8% | Score=0.000 | N=17 (0B/17S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00)
+[Epoch 18] Loss(MSE:0.1602/CE:0.9600) | LR=1.78e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0182/CE:0.6334) |   >=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)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6507 (WR: 0.0%). Luu model...
+[21:57:54] PUSH RUN: run_20260601_215546_v6_asian -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_215546_v6_asian/results/training_metrics_v3.json

@@ -8,21 +8,21 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 2,
+                "epoch": 18,
                 "max_threshold": 0.56,
                 "composite_score": 0.0,
-                "val_loss": 0.6538441981354804,
+                "val_loss": 0.6516027307673676,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 3,
-                        "win_rate": 1.0,
+                        "total_signals": 0,
+                        "win_rate": 0.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.16324767868710863,
+                        "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 3,
+                        "total_buy": 0,
                         "total_sell": 0
                     },
                     {
@@ -63,7 +63,7 @@
                     }
                 ],
                 "win_rates": [
-                    1.0,
+                    0.0,
                     0.0,
                     0.0,
                     0.0
@@ -75,7 +75,7 @@
                     0.56
                 ],
                 "totals": [
-                    3,
+                    0,
                     0,
                     0,
                     0