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

@@ -25,3 +25,18 @@
   ? ?? g?i th?ng tin t?m t?t Epoch 6 qua Telegram (Kh?ng k?m ?nh).
   ?? ?ang PUSH run run_20260519_225700_v5_asian_alpha_momentum_sniper l?n HF (Background)...
 [22:57:21] PUSH RUN: run_20260519_225700_v5_asian_alpha_momentum_sniper -> HF (new/changed files only)...
+[Epoch 7] Loss(MSE:2.8692/CE:0.0895) | LR=6.89e-06 | Val V3 Score [0.288] - Loss(MSE:2.1328/CE:-1.8216) |   >=53%: WR=45.7% | Score=0.457 | N=46 (14B/32S Bal:0.44) | >=54%: WR=37.5% | Score=0.375 | N=40 (12B/28S Bal:0.43) | >=54%: WR=28.6% | Score=0.286 | N=35 (11B/24S Bal:0.46) | >=55%: WR=29.0% | Score=0.290 | N=31 (9B/22S Bal:0.41)
+[22:57:23] ?? Push run run_20260519_225700_v5_asian_alpha_momentum_sniper ho?n t?t!
+[Epoch 8] Loss(MSE:2.8707/CE:0.0875) | LR=5.97e-06 | Val V3 Score [0.297] - Loss(MSE:2.1308/CE:-1.8178) |   >=53%: WR=41.5% | Score=0.415 | N=41 (13B/28S Bal:0.46) | >=54%: WR=29.7% | Score=0.297 | N=37 (12B/25S Bal:0.48) | >=54%: WR=29.4% | Score=0.294 | N=34 (12B/22S Bal:0.55) | >=55%: WR=30.0% | Score=0.300 | N=30 (11B/19S Bal:0.58)
+[Epoch 9] Loss(MSE:2.9672/CE:0.1033) | LR=5.03e-06 | Val V3 Score [0.143] - Loss(MSE:2.1296/CE:-1.8318) |   >=53%: WR=43.5% | Score=0.435 | N=23 (1B/22S Bal:0.05) | >=54%: WR=55.0% | Score=0.524 | N=20 (1B/19S Bal:0.05) | >=55%: WR=25.0% | Score=0.143 | N=12 (0B/12S Bal:0.00) | >=56%: WR=33.3% | Score=0.143 | N=9 (0B/9S Bal:0.00)
+[Epoch 10] Loss(MSE:2.8461/CE:0.0887) | LR=4.11e-06 | Val V3 Score [0.354] - Loss(MSE:2.1284/CE:-1.8203) |   >=53%: WR=39.0% | Score=0.390 | N=59 (19B/40S Bal:0.47) | >=54%: WR=49.0% | Score=0.490 | N=49 (14B/35S Bal:0.40) | >=55%: WR=41.9% | Score=0.419 | N=43 (14B/29S Bal:0.48) | >=56%: WR=26.5% | Score=0.265 | N=34 (12B/22S Bal:0.55)
+[Epoch 11] Loss(MSE:2.8477/CE:0.0736) | LR=3.25e-06 | Val V3 Score [0.309] - Loss(MSE:2.1268/CE:-1.8211) |   >=53%: WR=33.3% | Score=0.333 | N=60 (21B/39S Bal:0.54) | >=54%: WR=49.0% | Score=0.490 | N=49 (14B/35S Bal:0.40) | >=55%: WR=34.1% | Score=0.341 | N=41 (14B/27S Bal:0.52) | >=56%: WR=26.5% | Score=0.265 | N=34 (12B/22S Bal:0.55)
+[Epoch 12] Loss(MSE:2.9967/CE:0.0858) | LR=2.49e-06 | Val V3 Score [0.028] - Loss(MSE:2.1259/CE:-1.8286) |   >=53%: WR=33.3% | Score=0.143 | N=9 (0B/9S Bal:0.00) | >=54%: WR=33.3% | Score=0.048 | N=3 (0B/3S Bal:0.00) | >=55%: WR=50.0% | Score=0.048 | N=2 (0B/2S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00)
+[Epoch 13] Loss(MSE:2.8476/CE:0.0793) | LR=1.86e-06 | Val V3 Score [0.312] - Loss(MSE:2.1252/CE:-1.8182) |   >=53%: WR=44.2% | Score=0.442 | N=52 (14B/38S Bal:0.37) | >=54%: WR=38.6% | Score=0.386 | N=44 (14B/30S Bal:0.47) | >=55%: WR=29.7% | Score=0.297 | N=37 (12B/25S Bal:0.48) | >=56%: WR=33.3% | Score=0.333 | N=33 (11B/22S Bal:0.50)
+[Epoch 14] Loss(MSE:2.8414/CE:0.0897) | LR=1.39e-06 | Val V3 Score [0.340] - Loss(MSE:2.1245/CE:-1.8166) |   >=53%: WR=42.4% | Score=0.424 | N=59 (18B/41S Bal:0.44) | >=54%: WR=46.9% | Score=0.469 | N=49 (14B/35S Bal:0.40) | >=56%: WR=35.9% | Score=0.359 | N=39 (12B/27S Bal:0.44) | >=57%: WR=31.2% | Score=0.312 | N=32 (10B/22S Bal:0.45)
+[Epoch 15] Loss(MSE:3.0570/CE:0.1046) | LR=1.10e-06 | Val V3 Score [0.000] - Loss(MSE:2.1241/CE:-1.8256) |   >=53%: WR=50.0% | Score=0.048 | N=2 (0B/2S Bal:0.00) | >=54%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=55%: WR=0.0% | Score=0.000 | N=1 (0B/1S Bal:0.00) | >=56%: WR=0.0% | Score=0.000 | N=0 (0B/0S Bal:0.00)
+[Epoch 16] Loss(MSE:2.9772/CE:0.0768) | LR=1.00e-05 | Val V3 Score [0.517] - Loss(MSE:2.1200/CE:-1.8261) |   >=53%: WR=48.3% | Score=0.483 | N=29 (1B/28S Bal:0.04) | >=54%: WR=38.5% | Score=0.385 | N=26 (1B/25S Bal:0.04) | >=55%: WR=54.5% | Score=0.545 | N=22 (0B/22S Bal:0.00) | >=56%: WR=55.6% | Score=0.476 | N=18 (0B/18S Bal:0.00)
+  ? [ARGO2] ??NH M?I! Composite Score = 0.5166. L?u model...
+  ? ?? g?i th?ng tin t?m t?t Epoch 16 qua Telegram (Kh?ng k?m ?nh).
+  ?? ?ang PUSH run run_20260519_225700_v5_asian_alpha_momentum_sniper l?n HF (Background)...
+[22:57:42] 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

@@ -8,61 +8,61 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 6,
+                "epoch": 16,
                 "max_threshold": 0.56,
-                "composite_score": 0.4123533471359558,
-                "val_loss": 0.3071725642574685,
+                "composite_score": 0.5165945165945166,
+                "val_loss": 0.2939349535320486,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 36,
-                        "win_rate": 0.4444444444444444,
+                        "total_signals": 29,
+                        "win_rate": 0.4827586206896552,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.4444444444444444,
+                        "ev_score": 0.4827586206896552,
                         "sharpe_score": 0.0,
-                        "total_buy": 18,
-                        "total_sell": 18
+                        "total_buy": 14,
+                        "total_sell": 15
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 30,
-                        "win_rate": 0.26666666666666666,
+                        "total_signals": 26,
+                        "win_rate": 0.38461538461538464,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.26666666666666666,
+                        "ev_score": 0.38461538461538464,
                         "sharpe_score": 0.0,
-                        "total_buy": 15,
-                        "total_sell": 15
+                        "total_buy": 13,
+                        "total_sell": 13
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 23,
-                        "win_rate": 0.43478260869565216,
+                        "total_signals": 22,
+                        "win_rate": 0.5454545454545454,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.43478260869565216,
+                        "ev_score": 0.5454545454545454,
                         "sharpe_score": 0.0,
                         "total_buy": 11,
-                        "total_sell": 12
+                        "total_sell": 11
                     },
                     {
                         "threshold": 0.56,
                         "total_signals": 18,
-                        "win_rate": 0.4444444444444444,
+                        "win_rate": 0.5555555555555556,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.38095238095238093,
+                        "ev_score": 0.47619047619047616,
                         "sharpe_score": 0.0,
                         "total_buy": 9,
                         "total_sell": 9
                     }
                 ],
                 "win_rates": [
-                    0.4444444444444444,
-                    0.26666666666666666,
-                    0.43478260869565216,
-                    0.4444444444444444
+                    0.4827586206896552,
+                    0.38461538461538464,
+                    0.5454545454545454,
+                    0.5555555555555556
                 ],
                 "thresholds": [
                     0.53,
@@ -71,9 +71,9 @@
                     0.56
                 ],
                 "totals": [
-                    36,
-                    30,
-                    23,
+                    29,
+                    26,
+                    22,
                     18
                 ]
             }