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

@@ -3,3 +3,13 @@
 [Epoch 1] Loss(MSE:0.0593/CE:1.1261) | LR=1.80e-05 | Val V6 Simulator Score [7.526] - Loss(MSE:0.0823/CE:0.9678) |   >=53%: WR=51.0% | Score=362.917 | N=149 (30B/119S Bal:0.25) | >=54%: WR=44.9% | Score=64.160 | N=98 (14B/84S Bal:0.17) | >=55%: WR=43.1% | Score=13.572 | N=72 (5B/67S Bal:0.07) | >=56%: WR=44.4% | Score=4.503 | N=45 (0B/45S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0460 (WR: 51.0%). Luu model...
 [21:56:12] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...
+[21:56:14] ✔️ Push run run_20260606_215504_v6_asian hoàn tất!
+[Epoch 2] Loss(MSE:0.0665/CE:1.0707) | LR=1.78e-05 | Val V6 Simulator Score [91.247] - Loss(MSE:0.0758/CE:0.9771) |   >=53%: WR=53.1% | Score=570.034 | N=241 (25B/216S Bal:0.12) | >=54%: WR=53.4% | Score=331.871 | N=191 (18B/173S Bal:0.10) | >=55%: WR=50.6% | Score=206.797 | N=154 (17B/137S Bal:0.12) | >=56%: WR=42.7% | Score=33.472 | N=103 (9B/94S Bal:0.10)
+  Luu y: Score/WR tang (Score: 91.2473) nhung Loss khong giam (1.0491). Bo qua viec save model.
+[Epoch 3] Loss(MSE:0.0637/CE:1.0684) | LR=1.73e-05 | Val V6 Simulator Score [16.032] - Loss(MSE:0.0743/CE:0.9774) |   >=53%: WR=42.8% | Score=575.560 | N=451 (416B/35S Bal:0.08) | >=55%: WR=42.0% | Score=227.686 | N=331 (310B/21S Bal:0.07) | >=57%: WR=42.4% | Score=39.723 | N=191 (185B/6S Bal:0.03) | >=59%: WR=38.7% | Score=4.187 | N=111 (109B/2S Bal:0.02)
+  Luu y: Score/WR tang (Score: 16.0321) nhung Loss khong giam (1.0480). Bo qua viec save model.
+[Epoch 4] Loss(MSE:0.0633/CE:1.0593) | LR=1.64e-05 | Val V6 Simulator Score [67.077] - Loss(MSE:0.0724/CE:0.9783) |   >=53%: WR=42.8% | Score=1206.950 | N=409 (328B/81S Bal:0.25) | >=55%: WR=44.8% | Score=726.780 | N=297 (244B/53S Bal:0.22) | >=57%: WR=40.8% | Score=156.715 | N=179 (147B/32S Bal:0.22) | >=59%: WR=38.6% | Score=22.257 | N=101 (89B/12S Bal:0.13)
+  Luu y: Score/WR tang (Score: 67.0768) nhung Loss khong giam (1.0470). Bo qua viec save model.
+[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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 1,
-                "max_threshold": 0.56,
-                "composite_score": 7.526209197045507,
-                "val_loss": 1.0501230738379739,
+                "epoch": 5,
+                "max_threshold": 0.59,
+                "composite_score": 96.33110301269055,
+                "val_loss": 1.0479305115613071,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 149,
-                        "win_rate": 0.5100671140939598,
+                        "total_signals": 371,
+                        "win_rate": 0.4339622641509434,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 362.91694450974086,
+                        "ev_score": 1196.5074783875275,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.40268456375838924,
-                        "total_buy": 30,
-                        "total_sell": 119
+                        "tus_score": 0.4420485175202157,
+                        "total_buy": 289,
+                        "total_sell": 82
                     },
                     {
-                        "threshold": 0.54,
-                        "total_signals": 98,
-                        "win_rate": 0.4489795918367347,
+                        "threshold": 0.55,
+                        "total_signals": 283,
+                        "win_rate": 0.44876325088339225,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 64.16011436740528,
+                        "ev_score": 607.3412356630304,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.2857142857142857,
-                        "total_buy": 14,
-                        "total_sell": 84
+                        "tus_score": 0.3250883392226148,
+                        "total_buy": 237,
+                        "total_sell": 46
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 72,
-                        "win_rate": 0.4305555555555556,
+                        "threshold": 0.57,
+                        "total_signals": 183,
+                        "win_rate": 0.4644808743169399,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 13.572194424588988,
+                        "ev_score": 240.95899881648478,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.13888888888888884,
-                        "total_buy": 5,
-                        "total_sell": 67
+                        "tus_score": 0.2622950819672131,
+                        "total_buy": 159,
+                        "total_sell": 24
                     },
                     {
-                        "threshold": 0.56,
-                        "total_signals": 45,
-                        "win_rate": 0.4444444444444444,
+                        "threshold": 0.59,
+                        "total_signals": 104,
+                        "win_rate": 0.38461538461538464,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 4.503216583273766,
+                        "ev_score": 24.017155110793425,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.0,
-                        "total_buy": 0,
-                        "total_sell": 45
+                        "tus_score": 0.25,
+                        "total_buy": 91,
+                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.5100671140939598,
-                    0.4489795918367347,
-                    0.4305555555555556,
-                    0.4444444444444444
+                    0.4339622641509434,
+                    0.44876325088339225,
+                    0.4644808743169399,
+                    0.38461538461538464
                 ],
                 "thresholds": [
                     0.53,
-                    0.54,
                     0.55,
-                    0.56
+                    0.57,
+                    0.59
                 ],
                 "totals": [
-                    149,
-                    98,
-                    72,
-                    45
+                    371,
+                    283,
+                    183,
+                    104
                 ]
             }
         }

workspaces/CFG_XAG_ASIAN_V6/runs/run_20260606_215504_v6_asian/train_v6.log

@@ -41,3 +41,13 @@ Loaded run-specific overrides from: D:\DungLA\Argo\workspaces\CFG_XAG_ASIAN_V6\r
 [Epoch 1] Loss(MSE:0.0593/CE:1.1261) | LR=1.80e-05 | Val V6 Simulator Score [7.526] - Loss(MSE:0.0823/CE:0.9678) |   >=53%: WR=51.0% | Score=362.917 | N=149 (30B/119S Bal:0.25) | >=54%: WR=44.9% | Score=64.160 | N=98 (14B/84S Bal:0.17) | >=55%: WR=43.1% | Score=13.572 | N=72 (5B/67S Bal:0.07) | >=56%: WR=44.4% | Score=4.503 | N=45 (0B/45S Bal:0.00)
   [ARGO2] MO HINH HOI TU TOT NHAT! Val CE Loss = 1.0460 (WR: 51.0%). Luu model...
 [21:56:12] PUSH RUN: run_20260606_215504_v6_asian -> HF (new/changed files only)...
+[21:56:14] ✔️ Push run run_20260606_215504_v6_asian hoàn tất!
+[Epoch 2] Loss(MSE:0.0665/CE:1.0707) | LR=1.78e-05 | Val V6 Simulator Score [91.247] - Loss(MSE:0.0758/CE:0.9771) |   >=53%: WR=53.1% | Score=570.034 | N=241 (25B/216S Bal:0.12) | >=54%: WR=53.4% | Score=331.871 | N=191 (18B/173S Bal:0.10) | >=55%: WR=50.6% | Score=206.797 | N=154 (17B/137S Bal:0.12) | >=56%: WR=42.7% | Score=33.472 | N=103 (9B/94S Bal:0.10)
+  Luu y: Score/WR tang (Score: 91.2473) nhung Loss khong giam (1.0491). Bo qua viec save model.
+[Epoch 3] Loss(MSE:0.0637/CE:1.0684) | LR=1.73e-05 | Val V6 Simulator Score [16.032] - Loss(MSE:0.0743/CE:0.9774) |   >=53%: WR=42.8% | Score=575.560 | N=451 (416B/35S Bal:0.08) | >=55%: WR=42.0% | Score=227.686 | N=331 (310B/21S Bal:0.07) | >=57%: WR=42.4% | Score=39.723 | N=191 (185B/6S Bal:0.03) | >=59%: WR=38.7% | Score=4.187 | N=111 (109B/2S Bal:0.02)
+  Luu y: Score/WR tang (Score: 16.0321) nhung Loss khong giam (1.0480). Bo qua viec save model.
+[Epoch 4] Loss(MSE:0.0633/CE:1.0593) | LR=1.64e-05 | Val V6 Simulator Score [67.077] - Loss(MSE:0.0724/CE:0.9783) |   >=53%: WR=42.8% | Score=1206.950 | N=409 (328B/81S Bal:0.25) | >=55%: WR=44.8% | Score=726.780 | N=297 (244B/53S Bal:0.22) | >=57%: WR=40.8% | Score=156.715 | N=179 (147B/32S Bal:0.22) | >=59%: WR=38.6% | Score=22.257 | N=101 (89B/12S Bal:0.13)
+  Luu y: Score/WR tang (Score: 67.0768) nhung Loss khong giam (1.0470). Bo qua viec save model.
+[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)...