Best model: CFG_XAG_ASIAN_V6/run_20260601_210457_v6_asian

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_210457_v6_asian/results/train_v3.log

@@ -13,3 +13,20 @@
 [Epoch 5] Loss(MSE:0.1721/CE:0.9756) | LR=1.52e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0236/CE:0.6486) |   >=53%: WR=16.3% | Score=0.000 | N=43 (0B/43S Bal:0.00) | >=54%: WR=15.6% | Score=0.000 | N=32 (0B/32S Bal:0.00) | >=55%: WR=4.2% | Score=0.000 | N=24 (0B/24S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=18 (0B/18S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6710 (WR: 16.3%). Luu model...
 [21:06:07] PUSH RUN: run_20260601_210457_v6_asian -> HF (new/changed files only)...
+[21:06:08] ✔️ Push run run_20260601_210457_v6_asian hoàn tất!
+[Epoch 6] Loss(MSE:0.1739/CE:0.9719) | LR=1.38e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0238/CE:0.6565) |   >=53%: WR=16.3% | Score=0.000 | N=43 (0B/43S Bal:0.00) | >=54%: WR=13.5% | Score=0.000 | N=37 (0B/37S Bal:0.00) | >=54%: WR=7.7% | Score=0.000 | N=26 (0B/26S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=17 (0B/17S Bal:0.00)
+[Epoch 7] Loss(MSE:0.1731/CE:0.9711) | LR=1.21e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0234/CE:0.6527) |   >=53%: WR=22.0% | Score=0.000 | N=50 (10B/40S Bal:0.25) | >=54%: WR=15.8% | Score=0.000 | N=38 (3B/35S Bal:0.09) | >=54%: WR=6.5% | Score=0.000 | N=31 (0B/31S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=19 (0B/19S Bal:0.00)
+[Epoch 8] Loss(MSE:0.1707/CE:0.9683) | LR=1.04e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0222/CE:0.6781) |   >=53%: WR=22.2% | Score=0.000 | N=63 (0B/63S Bal:0.00) | >=54%: WR=17.8% | Score=0.000 | N=45 (0B/45S Bal:0.00) | >=55%: WR=9.7% | Score=0.000 | N=31 (0B/31S Bal:0.00) | >=56%: WR=9.5% | Score=0.000 | N=21 (0B/21S Bal:0.00)
+[Epoch 9] Loss(MSE:0.1690/CE:0.9678) | LR=8.61e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0222/CE:0.6702) |   >=53%: WR=17.3% | Score=0.000 | N=52 (1B/51S Bal:0.02) | >=54%: WR=12.5% | Score=0.000 | N=40 (1B/39S Bal:0.03) | >=54%: WR=8.8% | Score=0.000 | N=34 (1B/33S Bal:0.03) | >=55%: WR=7.7% | Score=0.000 | N=26 (0B/26S Bal:0.00)
+[Epoch 10] Loss(MSE:0.1692/CE:0.9678) | LR=6.87e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0216/CE:0.6671) |   >=53%: WR=0.0% | Score=0.000 | N=20 (1B/19S Bal:0.05) | >=54%: WR=0.0% | Score=0.000 | N=16 (0B/16S 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=0 (0B/0S Bal:0.00)
+[Epoch 11] Loss(MSE:0.1689/CE:0.9679) | LR=5.25e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0216/CE:0.6781) |   >=53%: WR=21.9% | Score=0.000 | N=32 (7B/25S Bal:0.28) | >=54%: WR=0.0% | Score=0.000 | N=21 (1B/20S Bal:0.05) | >=54%: WR=0.0% | Score=0.000 | N=18 (0B/18S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+[Epoch 12] Loss(MSE:0.1700/CE:0.9636) | LR=3.81e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0219/CE:0.6669) |   >=53%: WR=21.7% | Score=0.000 | N=69 (1B/68S Bal:0.01) | >=54%: WR=11.9% | Score=0.000 | N=42 (0B/42S Bal:0.00) | >=56%: WR=8.3% | Score=0.000 | N=24 (0B/24S Bal:0.00) | >=57%: WR=0.0% | Score=0.000 | N=17 (0B/17S Bal:0.00)
+[Epoch 13] Loss(MSE:0.1683/CE:0.9653) | LR=2.62e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0220/CE:0.6621) |   >=53%: WR=23.4% | Score=0.000 | N=77 (0B/77S Bal:0.00) | >=55%: WR=15.4% | Score=0.000 | N=52 (0B/52S Bal:0.00) | >=56%: WR=8.7% | Score=0.000 | N=23 (0B/23S Bal:0.00) | >=58%: WR=0.0% | Score=0.000 | N=17 (0B/17S Bal:0.00)
+[Epoch 14] Loss(MSE:0.1688/CE:0.9650) | LR=1.73e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0219/CE:0.6671) |   >=53%: WR=22.9% | Score=0.000 | N=70 (0B/70S Bal:0.00) | >=55%: WR=10.3% | Score=0.000 | N=39 (0B/39S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=20 (0B/20S Bal:0.00) | >=58%: WR=0.0% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+[Epoch 15] Loss(MSE:0.1695/CE:0.9630) | LR=1.19e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0218/CE:0.6681) |   >=53%: WR=22.5% | Score=0.000 | N=80 (0B/80S Bal:0.00) | >=55%: WR=15.4% | Score=0.000 | N=52 (0B/52S Bal:0.00) | >=56%: WR=9.1% | Score=0.000 | N=22 (0B/22S Bal:0.00) | >=58%: WR=0.0% | Score=0.000 | N=17 (0B/17S Bal:0.00)
+[Epoch 16] Loss(MSE:0.1684/CE:0.9666) | LR=1.80e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0212/CE:0.6631) |   >=53%: WR=20.3% | Score=0.000 | N=69 (0B/69S Bal:0.00) | >=54%: WR=9.1% | Score=0.000 | N=44 (0B/44S Bal:0.00) | >=56%: WR=9.1% | Score=0.000 | N=22 (0B/22S Bal:0.00) | >=57%: WR=0.0% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+[Epoch 17] Loss(MSE:0.1694/CE:0.9649) | LR=1.80e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0213/CE:0.6670) |   >=53%: WR=25.2% | Score=0.000 | N=119 (0B/119S Bal:0.00) | >=55%: WR=17.5% | Score=0.000 | N=80 (0B/80S Bal:0.00) | >=57%: WR=9.1% | Score=0.000 | N=33 (0B/33S Bal:0.00) | >=59%: WR=0.0% | Score=0.000 | N=19 (0B/19S Bal:0.00)
+[Epoch 18] Loss(MSE:0.1707/CE:0.9614) | LR=1.78e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0212/CE:0.6631) |   >=53%: WR=24.4% | Score=0.000 | N=123 (0B/123S Bal:0.00) | >=55%: WR=18.9% | Score=0.000 | N=90 (0B/90S Bal:0.00) | >=57%: WR=15.4% | Score=0.000 | N=39 (0B/39S Bal:0.00) | >=59%: WR=0.0% | Score=0.000 | N=17 (0B/17S Bal:0.00)
+[Epoch 19] Loss(MSE:0.1679/CE:0.9663) | LR=1.76e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0209/CE:0.6381) |   >=53%: WR=16.4% | Score=0.000 | N=55 (6B/49S Bal:0.12) | >=54%: WR=14.7% | Score=0.000 | N=34 (1B/33S Bal:0.03) | >=55%: WR=4.3% | Score=0.000 | N=23 (0B/23S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=18 (0B/18S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6580 (WR: 16.4%). Luu model...
+[21:06:58] PUSH RUN: run_20260601_210457_v6_asian -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_210457_v6_asian/results/training_metrics_v3.json

@@ -8,46 +8,46 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 5,
+                "epoch": 19,
                 "max_threshold": 0.56,
                 "composite_score": 0.0,
-                "val_loss": 0.6722019510726406,
+                "val_loss": 0.6590235535412619,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 43,
-                        "win_rate": 0.16279069767441862,
+                        "total_signals": 55,
+                        "win_rate": 0.16363636363636364,
                         "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": 43
+                        "tus_score": 0.21818181818181814,
+                        "total_buy": 6,
+                        "total_sell": 49
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 32,
-                        "win_rate": 0.15625,
+                        "total_signals": 34,
+                        "win_rate": 0.14705882352941177,
                         "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": 32
+                        "tus_score": 0.05882352941176472,
+                        "total_buy": 1,
+                        "total_sell": 33
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 24,
-                        "win_rate": 0.041666666666666664,
+                        "total_signals": 23,
+                        "win_rate": 0.043478260869565216,
                         "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": 24
+                        "total_sell": 23
                     },
                     {
                         "threshold": 0.56,
@@ -63,9 +63,9 @@
                     }
                 ],
                 "win_rates": [
-                    0.16279069767441862,
-                    0.15625,
-                    0.041666666666666664,
+                    0.16363636363636364,
+                    0.14705882352941177,
+                    0.043478260869565216,
                     0.0
                 ],
                 "thresholds": [
@@ -75,9 +75,9 @@
                     0.56
                 ],
                 "totals": [
-                    43,
-                    32,
-                    24,
+                    55,
+                    34,
+                    23,
                     18
                 ]
             }