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

@@ -44,3 +44,12 @@
 [Epoch 18] Loss(MSE:0.1723/CE:0.9659) | LR=1.78e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0167/CE:0.6498) |   >=53%: WR=0.0% | Score=0.000 | N=3 (0B/3S 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 = 0.6656 (WR: 0.0%). Luu model...
 [21:53:59] PUSH RUN: run_20260601_215137_v6_asian -> HF (new/changed files only)...
+[21:54:01] ✔️ Push run run_20260601_215137_v6_asian hoàn tất!
+[Epoch 19] Loss(MSE:0.1724/CE:0.9654) | LR=1.76e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0161/CE:0.6693) |   >=53%: WR=35.3% | Score=0.064 | N=17 (1B/16S Bal:0.06) | >=54%: WR=20.0% | Score=0.000 | N=10 (1B/9S Bal:0.11) | >=55%: WR=0.0% | Score=0.000 | N=4 (0B/4S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=2 (0B/2S Bal:0.00)
+[Epoch 20] Loss(MSE:0.1708/CE:0.9610) | LR=1.73e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0161/CE:0.6557) |   >=53%: WR=35.5% | Score=0.200 | N=31 (0B/31S Bal:0.00) | >=54%: WR=23.5% | Score=0.000 | N=17 (0B/17S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=8 (0B/8S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=5 (0B/5S Bal:0.00)
+[Epoch 21] Loss(MSE:0.1684/CE:0.9651) | LR=1.69e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0164/CE:0.6683) |   >=53%: WR=33.3% | Score=0.000 | N=33 (0B/33S Bal:0.00) | >=54%: WR=40.0% | Score=0.453 | N=25 (0B/25S Bal:0.00) | >=54%: WR=33.3% | Score=0.000 | N=18 (0B/18S Bal:0.00) | >=55%: WR=26.7% | Score=0.000 | N=15 (0B/15S Bal:0.00)
+[Epoch 22] Loss(MSE:0.1704/CE:0.9626) | LR=1.64e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0159/CE:0.6787) |   >=53%: WR=28.1% | Score=0.000 | N=57 (1B/56S Bal:0.02) | >=54%: WR=25.6% | Score=0.000 | N=39 (0B/39S Bal:0.00) | >=56%: WR=31.0% | Score=0.000 | N=29 (0B/29S Bal:0.00) | >=57%: WR=31.2% | Score=0.000 | N=16 (0B/16S Bal:0.00)
+[Epoch 23] Loss(MSE:0.1667/CE:0.9630) | LR=1.58e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0158/CE:0.6829) |   >=53%: WR=34.4% | Score=0.100 | N=32 (0B/32S Bal:0.00) | >=54%: WR=35.3% | Score=0.054 | N=17 (0B/17S Bal:0.00) | >=55%: WR=9.1% | Score=0.000 | N=11 (0B/11S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=6 (0B/6S Bal:0.00)
+[Epoch 24] Loss(MSE:0.1632/CE:0.9594) | LR=1.52e-05 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0169/CE:0.6093) |   >=53%: WR=13.3% | Score=0.000 | N=15 (0B/15S 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=8 (0B/8S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=5 (0B/5S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 0.6253 (WR: 13.3%). Luu model...
+[21:54:22] 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

@@ -8,38 +8,38 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 18,
+                "epoch": 24,
                 "max_threshold": 0.56,
                 "composite_score": 0.0,
-                "val_loss": 0.6664595261012038,
+                "val_loss": 0.6261450333954537,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 3,
-                        "win_rate": 0.0,
+                        "total_signals": 15,
+                        "win_rate": 0.13333333333333333,
                         "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
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 0,
-                        "win_rate": 0.0,
+                        "total_signals": 14,
+                        "win_rate": 0.07142857142857142,
                         "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": 0
+                        "total_sell": 14
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 0,
+                        "total_signals": 8,
                         "win_rate": 0.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
@@ -47,11 +47,11 @@
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 0
+                        "total_sell": 8
                     },
                     {
                         "threshold": 0.56,
-                        "total_signals": 0,
+                        "total_signals": 5,
                         "win_rate": 0.0,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
@@ -59,12 +59,12 @@
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
                         "total_buy": 0,
-                        "total_sell": 0
+                        "total_sell": 5
                     }
                 ],
                 "win_rates": [
-                    0.0,
-                    0.0,
+                    0.13333333333333333,
+                    0.07142857142857142,
                     0.0,
                     0.0
                 ],
@@ -75,10 +75,10 @@
                     0.56
                 ],
                 "totals": [
-                    3,
-                    0,
-                    0,
-                    0
+                    15,
+                    14,
+                    8,
+                    5
                 ]
             }
         }