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

@@ -12,3 +12,9 @@
 [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)...
+[22:19:42] ✔️ Push run run_20260601_221745_v6_asian hoàn tất!
+[Epoch 5] Loss(MSE:0.0380/CE:1.5890) | LR=8.51e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0495/CE:1.6931) |   >=53%: WR=33.5% | Score=0.759 | N=155 (134B/21S Bal:0.16) | >=54%: WR=27.7% | Score=0.000 | N=130 (120B/10S Bal:0.08) | >=56%: WR=25.9% | Score=0.000 | N=116 (113B/3S Bal:0.03) | >=57%: WR=25.3% | Score=0.000 | N=99 (99B/0S Bal:0.00)
+[Epoch 6] Loss(MSE:0.0380/CE:1.5783) | LR=7.75e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0493/CE:1.6926) |   >=53%: WR=33.5% | Score=0.831 | N=158 (135B/23S Bal:0.17) | >=54%: WR=32.4% | Score=0.000 | N=139 (119B/20S Bal:0.17) | >=56%: WR=26.0% | Score=0.000 | N=123 (114B/9S Bal:0.08) | >=57%: WR=27.8% | Score=0.000 | N=108 (105B/3S Bal:0.03)
+[Epoch 7] Loss(MSE:0.0384/CE:1.5815) | LR=6.89e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0496/CE:1.6876) |   >=53%: WR=33.7% | Score=1.526 | N=175 (154B/21S Bal:0.14) | >=55%: WR=29.1% | Score=0.000 | N=141 (126B/15S Bal:0.12) | >=57%: WR=26.1% | Score=0.000 | N=119 (116B/3S Bal:0.03) | >=59%: WR=24.0% | Score=0.000 | N=96 (96B/0S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7347 (WR: 33.7%). Luu model...
+[22:20:16] 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": 4,
-                "max_threshold": 0.55,
+                "epoch": 7,
+                "max_threshold": 0.59,
                 "composite_score": 0.0,
-                "val_loss": 1.7402806646969853,
+                "val_loss": 1.7372078068402348,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 132,
-                        "win_rate": 0.2727272727272727,
+                        "total_signals": 175,
+                        "win_rate": 0.33714285714285713,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0,
+                        "ev_score": 1.5259012187299548,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.13636363636363635,
-                        "total_buy": 123,
-                        "total_sell": 9
+                        "tus_score": 0.24,
+                        "total_buy": 154,
+                        "total_sell": 21
                     },
                     {
-                        "threshold": 0.5367,
-                        "total_signals": 120,
-                        "win_rate": 0.25833333333333336,
+                        "threshold": 0.55,
+                        "total_signals": 141,
+                        "win_rate": 0.2907801418439716,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.050000000000000044,
-                        "total_buy": 117,
-                        "total_sell": 3
+                        "tus_score": 0.21276595744680848,
+                        "total_buy": 126,
+                        "total_sell": 15
                     },
                     {
-                        "threshold": 0.5433,
-                        "total_signals": 114,
-                        "win_rate": 0.2543859649122807,
+                        "threshold": 0.57,
+                        "total_signals": 119,
+                        "win_rate": 0.2605042016806723,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 114,
-                        "total_sell": 0
+                        "tus_score": 0.050420168067226934,
+                        "total_buy": 116,
+                        "total_sell": 3
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 100,
-                        "win_rate": 0.25,
+                        "threshold": 0.59,
+                        "total_signals": 96,
+                        "win_rate": 0.23958333333333334,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.0,
                         "sharpe_score": 0.0,
                         "tus_score": 0.0,
-                        "total_buy": 100,
+                        "total_buy": 96,
                         "total_sell": 0
                     }
                 ],
                 "win_rates": [
-                    0.2727272727272727,
-                    0.25833333333333336,
-                    0.2543859649122807,
-                    0.25
+                    0.33714285714285713,
+                    0.2907801418439716,
+                    0.2605042016806723,
+                    0.23958333333333334
                 ],
                 "thresholds": [
                     0.53,
-                    0.5367,
-                    0.5433,
-                    0.55
+                    0.55,
+                    0.57,
+                    0.59
                 ],
                 "totals": [
-                    132,
-                    120,
-                    114,
-                    100
+                    175,
+                    141,
+                    119,
+                    96
                 ]
             }
         }

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260601_221745_v6_asian/train_v6.log

@@ -43,3 +43,9 @@ Loaded run-specific overrides from: D:\DungLA\Argo\workspaces\CFG_XAG_ASIAN_V6\r
 [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)...
+[22:19:42] ✔️ Push run run_20260601_221745_v6_asian hoàn tất!
+[Epoch 5] Loss(MSE:0.0380/CE:1.5890) | LR=8.51e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0495/CE:1.6931) |   >=53%: WR=33.5% | Score=0.759 | N=155 (134B/21S Bal:0.16) | >=54%: WR=27.7% | Score=0.000 | N=130 (120B/10S Bal:0.08) | >=56%: WR=25.9% | Score=0.000 | N=116 (113B/3S Bal:0.03) | >=57%: WR=25.3% | Score=0.000 | N=99 (99B/0S Bal:0.00)
+[Epoch 6] Loss(MSE:0.0380/CE:1.5783) | LR=7.75e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0493/CE:1.6926) |   >=53%: WR=33.5% | Score=0.831 | N=158 (135B/23S Bal:0.17) | >=54%: WR=32.4% | Score=0.000 | N=139 (119B/20S Bal:0.17) | >=56%: WR=26.0% | Score=0.000 | N=123 (114B/9S Bal:0.08) | >=57%: WR=27.8% | Score=0.000 | N=108 (105B/3S Bal:0.03)
+[Epoch 7] Loss(MSE:0.0384/CE:1.5815) | LR=6.89e-06 | Val V6 Simulator Score [0.000] - Loss(MSE:0.0496/CE:1.6876) |   >=53%: WR=33.7% | Score=1.526 | N=175 (154B/21S Bal:0.14) | >=55%: WR=29.1% | Score=0.000 | N=141 (126B/15S Bal:0.12) | >=57%: WR=26.1% | Score=0.000 | N=119 (116B/3S Bal:0.03) | >=59%: WR=24.0% | Score=0.000 | N=96 (96B/0S Bal:0.00)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.7347 (WR: 33.7%). Luu model...
+[22:20:16] PUSH RUN: run_20260601_221745_v6_asian -> HF (new/changed files only)...