Best model: CFG_XAG_ASIAN_V6/run_20260601_221745_v6_asian

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_221745_v6_asian/results/train_v3.log

@@ -7,3 +7,8 @@
 [Epoch 2] Loss(MSE:0.0373/CE:1.6147) | LR=9.90e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0484/CE:1.6988) |   >=53%: WR=18.0% | Score=0.000 | N=89 (89B/0S Bal:0.00) | >=54%: WR=10.6% | Score=0.000 | N=66 (66B/0S Bal:0.00) | >=55%: WR=7.7% | Score=0.000 | N=39 (39B/0S Bal:0.00) | >=56%: WR=7.7% | Score=0.000 | N=39 (39B/0S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7448 (WR: 18.0%). Luu model...
 [22:19:16] PUSH RUN: run_20260601_221745_v6_asian -> HF (new/changed files only)...
+[22:19:17] ✔️ Push run run_20260601_221745_v6_asian hoàn tất!
+[Epoch 3] Loss(MSE:0.0374/CE:1.6104) | LR=9.61e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0487/CE:1.7039) |   >=53%: WR=31.9% | Score=0.000 | N=207 (207B/0S Bal:0.00) | >=55%: WR=29.5% | Score=0.000 | N=166 (166B/0S Bal:0.00) | >=57%: WR=25.0% | Score=0.000 | N=120 (120B/0S Bal:0.00) | >=59%: WR=23.0% | Score=0.000 | N=100 (100B/0S Bal:0.00)
+[Epoch 4] Loss(MSE:0.0376/CE:1.5896) | LR=9.14e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0490/CE:1.6913) |   >=53%: WR=27.3% | Score=0.000 | N=132 (123B/9S Bal:0.07) | >=54%: WR=25.8% | Score=0.000 | N=120 (117B/3S Bal:0.03) | >=54%: WR=25.4% | Score=0.000 | N=114 (114B/0S Bal:0.00) | >=55%: WR=25.0% | Score=0.000 | N=100 (100B/0S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7378 (WR: 27.3%). Luu model...
+[22:19:40] PUSH RUN: run_20260601_221745_v6_asian -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_221745_v6_asian/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 2,
-                "max_threshold": 0.56,
+                "epoch": 4,
+                "max_threshold": 0.55,
                 "composite_score": 0.0,
-                "val_loss": 1.7472637088931338,
+                "val_loss": 1.7402806646969853,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 89,
-                        "win_rate": 0.1797752808988764,
+                        "total_signals": 132,
+                        "win_rate": 0.2727272727272727,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 89,
-                        "total_sell": 0
+                        "tus_score": 0.13636363636363635,
+                        "total_buy": 123,
+                        "total_sell": 9
                     },
                     {
-                        "threshold": 0.54,
-                        "total_signals": 66,
-                        "win_rate": 0.10606060606060606,
+                        "threshold": 0.5367,
+                        "total_signals": 120,
+                        "win_rate": 0.25833333333333336,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 66,
-                        "total_sell": 0
+                        "tus_score": 0.050000000000000044,
+                        "total_buy": 117,
+                        "total_sell": 3
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 39,
-                        "win_rate": 0.07692307692307693,
+                        "threshold": 0.5433,
+                        "total_signals": 114,
+                        "win_rate": 0.2543859649122807,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 39,
+                        "total_buy": 114,
                         "total_sell": 0
                     },
                     {
-                        "threshold": 0.56,
-                        "total_signals": 39,
-                        "win_rate": 0.07692307692307693,
+                        "threshold": 0.55,
+                        "total_signals": 100,
+                        "win_rate": 0.25,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 39,
+                        "total_buy": 100,
                         "total_sell": 0
                     }
                 ],
                 "win_rates": [
-                    0.1797752808988764,
-                    0.10606060606060606,
-                    0.07692307692307693,
-                    0.07692307692307693
+                    0.2727272727272727,
+                    0.25833333333333336,
+                    0.2543859649122807,
+                    0.25
                 ],
                 "thresholds": [
                     0.53,
-                    0.54,
-                    0.55,
-                    0.56
+                    0.5367,
+                    0.5433,
+                    0.55
                 ],
                 "totals": [
-                    89,
-                    66,
-                    39,
-                    39
+                    132,
+                    120,
+                    114,
+                    100
                 ]
             }
         }

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_221745_v6_asian/train_v6.log

@@ -38,3 +38,8 @@ Loaded run-specific overrides from: D:\DungLA\Argo\workspaces\CFG_XAG_ASIAN_V6\r
 [Epoch 2] Loss(MSE:0.0373/CE:1.6147) | LR=9.90e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0484/CE:1.6988) |   >=53%: WR=18.0% | Score=0.000 | N=89 (89B/0S Bal:0.00) | >=54%: WR=10.6% | Score=0.000 | N=66 (66B/0S Bal:0.00) | >=55%: WR=7.7% | Score=0.000 | N=39 (39B/0S Bal:0.00) | >=56%: WR=7.7% | Score=0.000 | N=39 (39B/0S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7448 (WR: 18.0%). Luu model...
 [22:19:16] PUSH RUN: run_20260601_221745_v6_asian -> HF (new/changed files only)...
+[22:19:17] ✔️ Push run run_20260601_221745_v6_asian hoàn tất!
+[Epoch 3] Loss(MSE:0.0374/CE:1.6104) | LR=9.61e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0487/CE:1.7039) |   >=53%: WR=31.9% | Score=0.000 | N=207 (207B/0S Bal:0.00) | >=55%: WR=29.5% | Score=0.000 | N=166 (166B/0S Bal:0.00) | >=57%: WR=25.0% | Score=0.000 | N=120 (120B/0S Bal:0.00) | >=59%: WR=23.0% | Score=0.000 | N=100 (100B/0S Bal:0.00)
+[Epoch 4] Loss(MSE:0.0376/CE:1.5896) | LR=9.14e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0490/CE:1.6913) |   >=53%: WR=27.3% | Score=0.000 | N=132 (123B/9S Bal:0.07) | >=54%: WR=25.8% | Score=0.000 | N=120 (117B/3S Bal:0.03) | >=54%: WR=25.4% | Score=0.000 | N=114 (114B/0S Bal:0.00) | >=55%: WR=25.0% | Score=0.000 | N=100 (100B/0S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7378 (WR: 27.3%). Luu model...
+[22:19:40] PUSH RUN: run_20260601_221745_v6_asian -> HF (new/changed files only)...