Best model: CFG_XAG_ASIAN_V6/run_20260606_215504_v6_asian

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260606_215504_v6_asian/results/train_v3.log

@@ -13,3 +13,11 @@
 [Epoch 5] Loss(MSE:0.0617/CE:1.0571) | LR=1.52e-05 | Val V6 Simulator Score [96.331] - Loss(MSE:0.0731/CE:0.9748) |   >=53%: WR=43.4% | Score=1196.507 | N=371 (289B/82S Bal:0.28) | >=55%: WR=44.9% | Score=607.341 | N=283 (237B/46S Bal:0.19) | >=57%: WR=46.4% | Score=240.959 | N=183 (159B/24S Bal:0.15) | >=59%: WR=38.5% | Score=24.017 | N=104 (91B/13S Bal:0.14)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0443 (WR: 46.4%). Luu model...
 [21:56:36] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...
+[21:56:38] ✔️ Push run run_20260606_215504_v6_asian hoàn tất!
+[Epoch 6] Loss(MSE:0.0618/CE:1.0537) | LR=1.38e-05 | Val V6 Simulator Score [96.917] - Loss(MSE:0.0694/CE:0.9858) |   >=53%: WR=44.5% | Score=1389.417 | N=362 (86B/276S Bal:0.31) | >=56%: WR=49.2% | Score=784.213 | N=248 (45B/203S Bal:0.22) | >=58%: WR=48.1% | Score=232.495 | N=158 (23B/135S Bal:0.17) | >=61%: WR=40.4% | Score=29.127 | N=94 (12B/82S Bal:0.15)
+  Luu y: Score/WR tang (Score: 96.9165) nhung Loss khong giam (1.0517). Bo qua viec save model.
+[Epoch 7] Loss(MSE:0.0608/CE:1.0540) | LR=1.21e-05 | Val V6 Simulator Score [126.302] - Loss(MSE:0.0688/CE:0.9817) |   >=53%: WR=44.6% | Score=2259.902 | N=397 (271B/126S Bal:0.46) | >=55%: WR=44.9% | Score=1032.233 | N=256 (170B/86S Bal:0.51) | >=57%: WR=42.0% | Score=334.403 | N=174 (115B/59S Bal:0.51) | >=59%: WR=35.3% | Score=22.251 | N=102 (67B/35S Bal:0.52)
+  Luu y: Score/WR tang (Score: 126.3017) nhung Loss khong giam (1.0471). Bo qua viec save model.
+[Epoch 8] Loss(MSE:0.0616/CE:1.0486) | LR=1.04e-05 | Val V6 Simulator Score [193.820] - Loss(MSE:0.0710/CE:0.9761) |   >=53%: WR=45.3% | Score=2416.350 | N=391 (264B/127S Bal:0.48) | >=55%: WR=44.2% | Score=1038.877 | N=267 (177B/90S Bal:0.51) | >=57%: WR=41.4% | Score=346.748 | N=186 (124B/62S Bal:0.50) | >=59%: WR=43.4% | Score=117.357 | N=99 (69B/30S Bal:0.43)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0436 (WR: 45.3%). Luu model...
+[21:57:05] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260606_215504_v6_asian/results/training_metrics_v3.json

@@ -8,65 +8,65 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 5,
+                "epoch": 8,
                 "max_threshold": 0.59,
-                "composite_score": 96.33110301269055,
-                "val_loss": 1.0479305115613071,
+                "composite_score": 193.82026122555075,
+                "val_loss": 1.0471226220781154,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 371,
-                        "win_rate": 0.4339622641509434,
+                        "total_signals": 391,
+                        "win_rate": 0.45268542199488493,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 1196.5074783875275,
+                        "ev_score": 2416.350005210152,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.4420485175202157,
-                        "total_buy": 289,
-                        "total_sell": 82
+                        "tus_score": 0.6496163682864451,
+                        "total_buy": 264,
+                        "total_sell": 127
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 283,
-                        "win_rate": 0.44876325088339225,
+                        "total_signals": 267,
+                        "win_rate": 0.4419475655430712,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 607.3412356630304,
+                        "ev_score": 1038.8768863795167,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.3250883392226148,
-                        "total_buy": 237,
-                        "total_sell": 46
+                        "tus_score": 0.6741573033707865,
+                        "total_buy": 177,
+                        "total_sell": 90
                     },
                     {
                         "threshold": 0.57,
-                        "total_signals": 183,
-                        "win_rate": 0.4644808743169399,
+                        "total_signals": 186,
+                        "win_rate": 0.41397849462365593,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 240.95899881648478,
+                        "ev_score": 346.7476769120801,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.2622950819672131,
-                        "total_buy": 159,
-                        "total_sell": 24
+                        "tus_score": 0.6666666666666667,
+                        "total_buy": 124,
+                        "total_sell": 62
                     },
                     {
                         "threshold": 0.59,
-                        "total_signals": 104,
-                        "win_rate": 0.38461538461538464,
+                        "total_signals": 99,
+                        "win_rate": 0.43434343434343436,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 24.017155110793425,
+                        "ev_score": 117.35655338228605,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.25,
-                        "total_buy": 91,
-                        "total_sell": 13
+                        "tus_score": 0.6060606060606061,
+                        "total_buy": 69,
+                        "total_sell": 30
                     }
                 ],
                 "win_rates": [
-                    0.4339622641509434,
-                    0.44876325088339225,
-                    0.4644808743169399,
-                    0.38461538461538464
+                    0.45268542199488493,
+                    0.4419475655430712,
+                    0.41397849462365593,
+                    0.43434343434343436
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.59
                 ],
                 "totals": [
-                    371,
-                    283,
-                    183,
-                    104
+                    391,
+                    267,
+                    186,
+                    99
                 ]
             }
         }

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260606_215504_v6_asian/train_v6.log

@@ -51,3 +51,11 @@ Loaded run-specific overrides from: D:\DungLA\Argo\workspaces\CFG_XAG_ASIAN_V6\r
 [Epoch 5] Loss(MSE:0.0617/CE:1.0571) | LR=1.52e-05 | Val V6 Simulator Score [96.331] - Loss(MSE:0.0731/CE:0.9748) |   >=53%: WR=43.4% | Score=1196.507 | N=371 (289B/82S Bal:0.28) | >=55%: WR=44.9% | Score=607.341 | N=283 (237B/46S Bal:0.19) | >=57%: WR=46.4% | Score=240.959 | N=183 (159B/24S Bal:0.15) | >=59%: WR=38.5% | Score=24.017 | N=104 (91B/13S Bal:0.14)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0443 (WR: 46.4%). Luu model...
 [21:56:36] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...
+[21:56:38] ✔️ Push run run_20260606_215504_v6_asian hoàn tất!
+[Epoch 6] Loss(MSE:0.0618/CE:1.0537) | LR=1.38e-05 | Val V6 Simulator Score [96.917] - Loss(MSE:0.0694/CE:0.9858) |   >=53%: WR=44.5% | Score=1389.417 | N=362 (86B/276S Bal:0.31) | >=56%: WR=49.2% | Score=784.213 | N=248 (45B/203S Bal:0.22) | >=58%: WR=48.1% | Score=232.495 | N=158 (23B/135S Bal:0.17) | >=61%: WR=40.4% | Score=29.127 | N=94 (12B/82S Bal:0.15)
+  Luu y: Score/WR tang (Score: 96.9165) nhung Loss khong giam (1.0517). Bo qua viec save model.
+[Epoch 7] Loss(MSE:0.0608/CE:1.0540) | LR=1.21e-05 | Val V6 Simulator Score [126.302] - Loss(MSE:0.0688/CE:0.9817) |   >=53%: WR=44.6% | Score=2259.902 | N=397 (271B/126S Bal:0.46) | >=55%: WR=44.9% | Score=1032.233 | N=256 (170B/86S Bal:0.51) | >=57%: WR=42.0% | Score=334.403 | N=174 (115B/59S Bal:0.51) | >=59%: WR=35.3% | Score=22.251 | N=102 (67B/35S Bal:0.52)
+  Luu y: Score/WR tang (Score: 126.3017) nhung Loss khong giam (1.0471). Bo qua viec save model.
+[Epoch 8] Loss(MSE:0.0616/CE:1.0486) | LR=1.04e-05 | Val V6 Simulator Score [193.820] - Loss(MSE:0.0710/CE:0.9761) |   >=53%: WR=45.3% | Score=2416.350 | N=391 (264B/127S Bal:0.48) | >=55%: WR=44.2% | Score=1038.877 | N=267 (177B/90S Bal:0.51) | >=57%: WR=41.4% | Score=346.748 | N=186 (124B/62S Bal:0.50) | >=59%: WR=43.4% | Score=117.357 | N=99 (69B/30S Bal:0.43)
+  [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0436 (WR: 45.3%). Luu model...
+[21:57:05] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...