Best model: CFG_XAG_ASIAN_V5/run_20260519_225700_v5_asian_alpha_momentum_sniper

workspaces/CFG_XAG_ASIAN_V5/runs/run_20260519_225700_v5_asian_alpha_momentum_sniper/results/train_v3.log

@@ -11,3 +11,11 @@
   ? ?? g?i th?ng tin t?m t?t Epoch 2 qua Telegram (Kh?ng k?m ?nh).
   ?? ?ang PUSH run run_20260519_225700_v5_asian_alpha_momentum_sniper l?n HF (Background)...
 [22:57:10] PUSH RUN: run_20260519_225700_v5_asian_alpha_momentum_sniper -> HF (new/changed files only)...
+[22:57:12] ?? Push run run_20260519_225700_v5_asian_alpha_momentum_sniper ho?n t?t!
+[Epoch 3] Loss(MSE:2.8629/CE:0.0998) | LR=9.61e-06 | Val V3 Score [0.232] - Loss(MSE:2.1381/CE:-1.8347) |   >=53%: WR=39.5% | Score=0.395 | N=38 (16B/22S Bal:0.73) | >=54%: WR=25.7% | Score=0.257 | N=35 (15B/20S Bal:0.75) | >=55%: WR=29.6% | Score=0.296 | N=27 (12B/15S Bal:0.80) | >=56%: WR=18.8% | Score=0.143 | N=16 (8B/8S Bal:1.00)
+[Epoch 4] Loss(MSE:2.9905/CE:0.1005) | LR=9.14e-06 | Val V3 Score [0.000] - Loss(MSE:2.1385/CE:-1.8305) |   >=53%: WR=0.0% | Score=0.000 | N=1 (0B/1S 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)
+[Epoch 5] Loss(MSE:2.8688/CE:0.0873) | LR=8.51e-06 | Val V3 Score [0.293] - Loss(MSE:2.1358/CE:-1.8266) |   >=53%: WR=39.5% | Score=0.395 | N=43 (15B/28S Bal:0.54) | >=54%: WR=38.5% | Score=0.385 | N=39 (14B/25S Bal:0.56) | >=54%: WR=28.6% | Score=0.286 | N=35 (13B/22S Bal:0.59) | >=55%: WR=30.3% | Score=0.303 | N=33 (11B/22S Bal:0.50)
+  ? [ARGO2] ??NH M?I! Composite Score = 0.2929. L?u model...
+  ? ?? g?i th?ng tin t?m t?t Epoch 5 qua Telegram (Kh?ng k?m ?nh).
+  ?? ?ang PUSH run run_20260519_225700_v5_asian_alpha_momentum_sniper l?n HF (Background)...
+[22:57:18] PUSH RUN: run_20260519_225700_v5_asian_alpha_momentum_sniper -> HF (new/changed files only)...

workspaces/CFG_XAG_ASIAN_V5/runs/run_20260519_225700_v5_asian_alpha_momentum_sniper/results/training_metrics_v3.json

@@ -8,73 +8,73 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 2,
-                "max_threshold": 0.56,
-                "composite_score": 0.23236331569664903,
-                "val_loss": 0.2941518094922815,
+                "epoch": 5,
+                "max_threshold": 0.55,
+                "composite_score": 0.29292929292929293,
+                "val_loss": 0.3092192498168775,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 42,
-                        "win_rate": 0.4523809523809524,
+                        "total_signals": 43,
+                        "win_rate": 0.3953488372093023,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.4523809523809524,
+                        "ev_score": 0.3953488372093023,
                         "sharpe_score": 0.0,
                         "total_buy": 21,
-                        "total_sell": 21
+                        "total_sell": 22
                     },
                     {
-                        "threshold": 0.54,
-                        "total_signals": 37,
-                        "win_rate": 0.3783783783783784,
+                        "threshold": 0.5367,
+                        "total_signals": 39,
+                        "win_rate": 0.38461538461538464,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.3783783783783784,
+                        "ev_score": 0.38461538461538464,
                         "sharpe_score": 0.0,
-                        "total_buy": 18,
-                        "total_sell": 19
+                        "total_buy": 19,
+                        "total_sell": 20
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 27,
-                        "win_rate": 0.2962962962962963,
+                        "threshold": 0.5433,
+                        "total_signals": 35,
+                        "win_rate": 0.2857142857142857,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.2962962962962963,
+                        "ev_score": 0.2857142857142857,
                         "sharpe_score": 0.0,
-                        "total_buy": 13,
-                        "total_sell": 14
+                        "total_buy": 17,
+                        "total_sell": 18
                     },
                     {
-                        "threshold": 0.56,
-                        "total_signals": 17,
-                        "win_rate": 0.17647058823529413,
+                        "threshold": 0.55,
+                        "total_signals": 33,
+                        "win_rate": 0.30303030303030304,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.14285714285714288,
+                        "ev_score": 0.30303030303030304,
                         "sharpe_score": 0.0,
-                        "total_buy": 8,
-                        "total_sell": 9
+                        "total_buy": 16,
+                        "total_sell": 17
                     }
                 ],
                 "win_rates": [
-                    0.4523809523809524,
-                    0.3783783783783784,
-                    0.2962962962962963,
-                    0.17647058823529413
+                    0.3953488372093023,
+                    0.38461538461538464,
+                    0.2857142857142857,
+                    0.30303030303030304
                 ],
                 "thresholds": [
                     0.53,
-                    0.54,
-                    0.55,
-                    0.56
+                    0.5367,
+                    0.5433,
+                    0.55
                 ],
                 "totals": [
-                    42,
-                    37,
-                    27,
-                    17
+                    43,
+                    39,
+                    35,
+                    33
                 ]
             }
         }