Best model: CFG_XAG_NY_V5/run_20260519_224700_v5_ny_alpha_momentum_sniper

workspaces/CFG_XAG_NY_V5/runs/run_20260519_224700_v5_ny_alpha_momentum_sniper/results/train_v3.log

@@ -191,3 +191,23 @@
   ? ?? g?i bi?u ?? Telegram cho Epoch 138.
   ?? ?ang PUSH run run_20260519_224700_v5_ny_alpha_momentum_sniper l?n HF (Background)...
 [22:49:01] PUSH RUN: run_20260519_224700_v5_ny_alpha_momentum_sniper -> HF (new/changed files only)...
+[Epoch 139] Loss(MSE:2.7242/CE:0.0328) | LR=8.42e-06 | Val V3 Score [0.512] - Loss(MSE:3.5257/CE:-3.0819) |   >=53%: WR=40.5% | Score=0.405 | N=37 (2B/35S Bal:0.06) | >=54%: WR=46.4% | Score=0.464 | N=28 (1B/27S Bal:0.04) | >=55%: WR=54.2% | Score=0.542 | N=24 (1B/23S Bal:0.04) | >=56%: WR=47.1% | Score=0.471 | N=17 (1B/16S Bal:0.06)
+[Epoch 140] Loss(MSE:4.6901/CE:0.0456) | LR=8.33e-06 | Val V3 Score [0.000] - Loss(MSE:3.5012/CE:-3.1589) |   >=53%: WR=0.0% | Score=0.000 | N=0 (0B/0S 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)
+[22:49:04] ?? Push run run_20260519_224700_v5_ny_alpha_momentum_sniper ho?n t?t!
+[Epoch 141] Loss(MSE:2.6784/CE:0.0332) | LR=8.24e-06 | Val V3 Score [0.456] - Loss(MSE:3.4754/CE:-3.0573) |   >=53%: WR=45.5% | Score=0.455 | N=33 (2B/31S Bal:0.06) | >=54%: WR=48.0% | Score=0.480 | N=25 (1B/24S Bal:0.04) | >=55%: WR=47.6% | Score=0.476 | N=21 (1B/20S Bal:0.05) | >=56%: WR=42.9% | Score=0.429 | N=14 (1B/13S Bal:0.08)
+[22:49:06] ?? Push run run_20260519_224700_v5_ny_alpha_momentum_sniper ho?n t?t!
+[Epoch 142] Loss(MSE:2.6740/CE:0.0409) | LR=8.15e-06 | Val V3 Score [0.503] - Loss(MSE:3.4520/CE:-3.0390) |   >=53%: WR=38.9% | Score=0.389 | N=36 (3B/33S Bal:0.09) | >=54%: WR=42.9% | Score=0.429 | N=28 (2B/26S Bal:0.08) | >=55%: WR=55.0% | Score=0.550 | N=20 (1B/19S Bal:0.05) | >=56%: WR=43.8% | Score=0.438 | N=16 (1B/15S Bal:0.07)
+[Epoch 143] Loss(MSE:4.6119/CE:0.0354) | LR=8.05e-06 | Val V3 Score [0.426] - Loss(MSE:3.4300/CE:-3.0547) |   >=53%: WR=42.9% | Score=0.429 | N=28 (0B/28S Bal:0.00) | >=54%: WR=47.8% | Score=0.478 | N=23 (0B/23S Bal:0.00) | >=55%: WR=52.6% | Score=0.526 | N=19 (0B/19S Bal:0.00) | >=56%: WR=33.3% | Score=0.286 | N=12 (0B/12S Bal:0.00)
+[Epoch 144] Loss(MSE:2.6212/CE:0.0402) | LR=7.95e-06 | Val V3 Score [0.537] - Loss(MSE:3.4058/CE:-3.0061) |   >=53%: WR=40.5% | Score=0.405 | N=37 (3B/34S Bal:0.09) | >=54%: WR=43.8% | Score=0.438 | N=32 (2B/30S Bal:0.07) | >=55%: WR=54.5% | Score=0.545 | N=22 (1B/21S Bal:0.05) | >=56%: WR=52.6% | Score=0.526 | N=19 (1B/18S Bal:0.06)
+[Epoch 145] Loss(MSE:2.5819/CE:0.0269) | LR=7.85e-06 | Val V3 Score [0.440] - Loss(MSE:3.3807/CE:-2.9897) |   >=53%: WR=48.8% | Score=0.488 | N=43 (2B/41S Bal:0.05) | >=54%: WR=40.5% | Score=0.405 | N=37 (2B/35S Bal:0.06) | >=54%: WR=44.1% | Score=0.441 | N=34 (1B/33S Bal:0.03) | >=55%: WR=43.8% | Score=0.438 | N=32 (1B/31S Bal:0.03)
+[Epoch 146] Loss(MSE:2.5948/CE:0.0260) | LR=7.75e-06 | Val V3 Score [0.399] - Loss(MSE:3.3591/CE:-2.9678) |   >=53%: WR=44.2% | Score=0.442 | N=43 (3B/40S Bal:0.07) | >=54%: WR=47.5% | Score=0.475 | N=40 (2B/38S Bal:0.05) | >=54%: WR=37.1% | Score=0.371 | N=35 (2B/33S Bal:0.06) | >=55%: WR=43.8% | Score=0.438 | N=32 (1B/31S Bal:0.03)
+[Epoch 147] Loss(MSE:2.5502/CE:0.0223) | LR=7.65e-06 | Val V3 Score [0.422] - Loss(MSE:3.3336/CE:-2.9343) |   >=53%: WR=46.5% | Score=0.465 | N=43 (3B/40S Bal:0.07) | >=54%: WR=44.7% | Score=0.447 | N=38 (2B/36S Bal:0.06) | >=54%: WR=40.0% | Score=0.400 | N=35 (2B/33S Bal:0.06) | >=55%: WR=45.2% | Score=0.452 | N=31 (1B/30S Bal:0.03)
+[Epoch 148] Loss(MSE:2.5510/CE:0.0217) | LR=7.54e-06 | Val V3 Score [0.405] - Loss(MSE:3.3088/CE:-2.8998) |   >=53%: WR=45.5% | Score=0.455 | N=44 (4B/40S Bal:0.10) | >=54%: WR=41.0% | Score=0.410 | N=39 (2B/37S Bal:0.05) | >=54%: WR=38.2% | Score=0.382 | N=34 (1B/33S Bal:0.03) | >=55%: WR=43.8% | Score=0.438 | N=32 (1B/31S Bal:0.03)
+[Epoch 149] Loss(MSE:2.5099/CE:0.0217) | LR=7.44e-06 | Val V3 Score [0.418] - Loss(MSE:3.2832/CE:-2.8746) |   >=53%: WR=41.3% | Score=0.413 | N=46 (5B/41S Bal:0.12) | >=54%: WR=42.1% | Score=0.421 | N=38 (2B/36S Bal:0.06) | >=54%: WR=39.4% | Score=0.394 | N=33 (1B/32S Bal:0.03) | >=55%: WR=45.2% | Score=0.452 | N=31 (1B/30S Bal:0.03)
+[Epoch 150] Loss(MSE:5.4637/CE:0.0341) | LR=7.33e-06 | Val V3 Score [0.000] - Loss(MSE:3.2633/CE:-2.9238) |   >=53%: WR=100.0% | Score=0.071 | 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 151] Loss(MSE:2.5026/CE:0.0206) | LR=7.22e-06 | Val V3 Score [0.538] - Loss(MSE:3.2397/CE:-2.8449) |   >=53%: WR=42.5% | Score=0.425 | N=40 (3B/37S Bal:0.08) | >=54%: WR=46.9% | Score=0.469 | N=32 (1B/31S Bal:0.03) | >=55%: WR=51.9% | Score=0.519 | N=27 (1B/26S Bal:0.04) | >=56%: WR=56.5% | Score=0.565 | N=23 (1B/22S Bal:0.05)
+[Epoch 152] Loss(MSE:2.4801/CE:0.0252) | LR=7.11e-06 | Val V3 Score [0.572] - Loss(MSE:3.2166/CE:-2.8058) |   >=53%: WR=39.0% | Score=0.390 | N=41 (5B/36S Bal:0.14) | >=54%: WR=45.5% | Score=0.455 | N=33 (3B/30S Bal:0.10) | >=55%: WR=57.7% | Score=0.577 | N=26 (1B/25S Bal:0.04) | >=56%: WR=56.5% | Score=0.565 | N=23 (1B/22S Bal:0.05)
+  ? [ARGO2] ??NH M?I! Composite Score = 0.5720. L?u model...
+  ? ?? g?i bi?u ?? Telegram cho Epoch 152.
+  ?? ?ang PUSH run run_20260519_224700_v5_ny_alpha_momentum_sniper l?n HF (Background)...
+[22:49:23] PUSH RUN: run_20260519_224700_v5_ny_alpha_momentum_sniper -> HF (new/changed files only)...

workspaces/CFG_XAG_NY_V5/runs/run_20260519_224700_v5_ny_alpha_momentum_sniper/results/training_metrics_v3.json

@@ -8,61 +8,61 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 138,
+                "epoch": 152,
                 "max_threshold": 0.56,
-                "composite_score": 0.5380434782608695,
-                "val_loss": 0.44467795300094975,
+                "composite_score": 0.5720457079152731,
+                "val_loss": 0.4107942963423936,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 33,
-                        "win_rate": 0.3333333333333333,
+                        "total_signals": 41,
+                        "win_rate": 0.3902439024390244,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.3333333333333333,
+                        "ev_score": 0.3902439024390244,
                         "sharpe_score": 0.0,
-                        "total_buy": 16,
-                        "total_sell": 17
+                        "total_buy": 20,
+                        "total_sell": 21
                     },
                     {
                         "threshold": 0.54,
-                        "total_signals": 31,
-                        "win_rate": 0.3548387096774194,
+                        "total_signals": 33,
+                        "win_rate": 0.45454545454545453,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.3548387096774194,
+                        "ev_score": 0.45454545454545453,
                         "sharpe_score": 0.0,
-                        "total_buy": 15,
-                        "total_sell": 16
+                        "total_buy": 16,
+                        "total_sell": 17
                     },
                     {
                         "threshold": 0.55,
-                        "total_signals": 23,
-                        "win_rate": 0.5652173913043478,
+                        "total_signals": 26,
+                        "win_rate": 0.5769230769230769,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.5652173913043478,
+                        "ev_score": 0.5769230769230769,
                         "sharpe_score": 0.0,
-                        "total_buy": 11,
-                        "total_sell": 12
+                        "total_buy": 13,
+                        "total_sell": 13
                     },
                     {
                         "threshold": 0.56,
-                        "total_signals": 16,
-                        "win_rate": 0.5,
+                        "total_signals": 23,
+                        "win_rate": 0.5652173913043478,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.5,
+                        "ev_score": 0.5652173913043478,
                         "sharpe_score": 0.0,
-                        "total_buy": 8,
-                        "total_sell": 8
+                        "total_buy": 11,
+                        "total_sell": 12
                     }
                 ],
                 "win_rates": [
-                    0.3333333333333333,
-                    0.3548387096774194,
-                    0.5652173913043478,
-                    0.5
+                    0.3902439024390244,
+                    0.45454545454545453,
+                    0.5769230769230769,
+                    0.5652173913043478
                 ],
                 "thresholds": [
                     0.53,
@@ -71,10 +71,10 @@
                     0.56
                 ],
                 "totals": [
+                    41,
                     33,
-                    31,
-                    23,
-                    16
+                    26,
+                    23
                 ]
             }
         }