Best model: CFG_LTC_NY_V6/run_20260522_173349_v6_NY_ETH_Deep

workspaces/CFG_LTC_NY_V6/runs/run_20260522_173349_v6_NY_ETH_Deep/results/train_v3.log

@@ -229,3 +229,17 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0418. Lưu model...
   ☁️ Đang PUSH run run_20260522_173349_v6_NY_ETH_Deep lên HF (Background)...
 [18:12:03] PUSH RUN: run_20260522_173349_v6_NY_ETH_Deep -> HF (new/changed files only)...
+[18:12:04] ✔️ Push run run_20260522_173349_v6_NY_ETH_Deep hoàn tất!
+[Epoch 119] Loss(MSE:0.0667/CE:0.7737) | LR=1.46e-05 | Val V3 Score [0.037] - Loss(MSE:0.0040/CE:0.5531) |   >=53%: WR=27.6% | Score=0.053 | N=163 (66B/97S Bal:0.68) | >=61%: WR=35.4% | Score=0.053 | N=127 (52B/75S Bal:0.69) | >=68%: WR=44.8% | Score=0.046 | N=87 (42B/45S Bal:0.93) | >=76%: WR=67.7% | Score=0.025 | N=31 (21B/10S Bal:0.48)
+[Epoch 120] Loss(MSE:0.0664/CE:0.7730) | LR=1.45e-05 | Val V3 Score [0.036] - Loss(MSE:0.0039/CE:0.5499) |   >=53%: WR=25.1% | Score=0.052 | N=175 (109B/66S Bal:0.61) | >=61%: WR=35.4% | Score=0.055 | N=130 (78B/52S Bal:0.67) | >=70%: WR=42.4% | Score=0.043 | N=85 (48B/37S Bal:0.77) | >=78%: WR=66.7% | Score=0.026 | N=33 (24B/9S Bal:0.38)
+[Epoch 121] Loss(MSE:0.0658/CE:0.7699) | LR=1.45e-05 | Val V3 Score [0.038] - Loss(MSE:0.0040/CE:0.5231) |   >=53%: WR=26.9% | Score=0.053 | N=167 (95B/72S Bal:0.76) | >=61%: WR=37.2% | Score=0.053 | N=121 (66B/55S Bal:0.83) | >=70%: WR=49.4% | Score=0.046 | N=79 (45B/34S Bal:0.76) | >=78%: WR=69.7% | Score=0.027 | N=33 (24B/9S Bal:0.38)
+[Epoch 122] Loss(MSE:0.0646/CE:0.7747) | LR=1.44e-05 | Val V3 Score [0.036] - Loss(MSE:0.0037/CE:0.5513) |   >=53%: WR=26.4% | Score=0.055 | N=174 (66B/108S Bal:0.61) | >=61%: WR=35.4% | Score=0.053 | N=127 (50B/77S Bal:0.65) | >=69%: WR=45.2% | Score=0.045 | N=84 (33B/51S Bal:0.65) | >=77%: WR=64.5% | Score=0.024 | N=31 (20B/11S Bal:0.55)
+[Epoch 123] Loss(MSE:0.0651/CE:0.7704) | LR=1.43e-05 | Val V3 Score [0.036] - Loss(MSE:0.0039/CE:0.5363) |   >=53%: WR=27.2% | Score=0.052 | N=162 (96B/66S Bal:0.69) | >=61%: WR=37.7% | Score=0.055 | N=122 (70B/52S Bal:0.74) | >=69%: WR=48.1% | Score=0.044 | N=77 (46B/31S Bal:0.67) | >=77%: WR=65.6% | Score=0.025 | N=32 (25B/7S Bal:0.28)
+[Epoch 124] Loss(MSE:0.0647/CE:0.7671) | LR=1.42e-05 | Val V3 Score [0.039] - Loss(MSE:0.0041/CE:0.5350) |   >=53%: WR=26.4% | Score=0.055 | N=174 (77B/97S Bal:0.79) | >=61%: WR=34.6% | Score=0.053 | N=130 (56B/74S Bal:0.76) | >=70%: WR=48.8% | Score=0.049 | N=84 (37B/47S Bal:0.79) | >=78%: WR=68.8% | Score=0.026 | N=32 (23B/9S Bal:0.39)
+[Epoch 125] Loss(MSE:0.0644/CE:0.7670) | LR=1.42e-05 | Val V3 Score [0.042] - Loss(MSE:0.0038/CE:0.5430) |   >=53%: WR=23.4% | Score=0.052 | N=188 (99B/89S Bal:0.90) | >=61%: WR=34.9% | Score=0.053 | N=129 (68B/61S Bal:0.90) | >=70%: WR=47.3% | Score=0.051 | N=91 (49B/42S Bal:0.86) | >=78%: WR=68.6% | Score=0.028 | N=35 (24B/11S Bal:0.46)
+[Epoch 126] Loss(MSE:0.0637/CE:0.7650) | LR=1.41e-05 | Val V3 Score [0.039] - Loss(MSE:0.0036/CE:0.5593) |   >=53%: WR=23.2% | Score=0.052 | N=190 (80B/110S Bal:0.73) | >=61%: WR=32.4% | Score=0.055 | N=142 (53B/89S Bal:0.60) | >=70%: WR=43.3% | Score=0.050 | N=97 (41B/56S Bal:0.73) | >=78%: WR=64.5% | Score=0.024 | N=31 (17B/14S Bal:0.82)
+[Epoch 127] Loss(MSE:0.0629/CE:0.7595) | LR=1.40e-05 | Val V3 Score [0.036] - Loss(MSE:0.0037/CE:0.5153) |   >=53%: WR=30.9% | Score=0.056 | N=152 (59B/93S Bal:0.63) | >=61%: WR=39.3% | Score=0.052 | N=112 (46B/66S Bal:0.70) | >=68%: WR=47.4% | Score=0.043 | N=76 (34B/42S Bal:0.81) | >=76%: WR=69.7% | Score=0.027 | N=33 (18B/15S Bal:0.83)
+[Epoch 128] Loss(MSE:0.0618/CE:0.7630) | LR=1.39e-05 | Val V3 Score [0.043] - Loss(MSE:0.0037/CE:0.5755) |   >=53%: WR=21.9% | Score=0.050 | N=192 (95B/97S Bal:0.98) | >=62%: WR=32.6% | Score=0.056 | N=144 (72B/72S Bal:1.00) | >=70%: WR=47.4% | Score=0.055 | N=97 (49B/48S Bal:0.98) | >=79%: WR=67.6% | Score=0.027 | N=34 (24B/10S Bal:0.42)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0431. Lưu model...
+  ☁️ Đang PUSH run run_20260522_173349_v6_NY_ETH_Deep lên HF (Background)...
+[18:14:35] PUSH RUN: run_20260522_173349_v6_NY_ETH_Deep -> HF (new/changed files only)...

workspaces/CFG_LTC_NY_V6/runs/run_20260522_173349_v6_NY_ETH_Deep/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 118,
-                "max_threshold": 0.8,
-                "composite_score": 0.0417654028436019,
-                "val_loss": 0.6651314701473675,
+                "epoch": 128,
+                "max_threshold": 0.79,
+                "composite_score": 0.0431477093206951,
+                "val_loss": 0.5791839178334275,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 266,
-                        "win_rate": 0.12781954887218044,
+                        "total_signals": 192,
+                        "win_rate": 0.21875,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.04028436018957345,
+                        "ev_score": 0.04976303317535545,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6691729323308271,
-                        "total_buy": 89,
-                        "total_sell": 177
+                        "tus_score": 0.9895833333333334,
+                        "total_buy": 95,
+                        "total_sell": 97
                     },
                     {
-                        "threshold": 0.62,
-                        "total_signals": 197,
-                        "win_rate": 0.2233502538071066,
+                        "threshold": 0.6167,
+                        "total_signals": 144,
+                        "win_rate": 0.3263888888888889,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.052132701421800945,
+                        "ev_score": 0.0556872037914692,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7106598984771574,
-                        "total_buy": 70,
-                        "total_sell": 127
+                        "tus_score": 1.0,
+                        "total_buy": 72,
+                        "total_sell": 72
                     },
                     {
-                        "threshold": 0.71,
-                        "total_signals": 122,
-                        "win_rate": 0.36065573770491804,
+                        "threshold": 0.7033,
+                        "total_signals": 97,
+                        "win_rate": 0.4742268041237113,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.052132701421800945,
+                        "ev_score": 0.05450236966824644,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6885245901639344,
-                        "total_buy": 42,
-                        "total_sell": 80
+                        "tus_score": 0.9896907216494846,
+                        "total_buy": 49,
+                        "total_sell": 48
                     },
                     {
-                        "threshold": 0.8,
-                        "total_signals": 37,
-                        "win_rate": 0.6216216216216216,
+                        "threshold": 0.79,
+                        "total_signals": 34,
+                        "win_rate": 0.6764705882352942,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.027251184834123223,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8648648648648649,
-                        "total_buy": 21,
-                        "total_sell": 16
+                        "tus_score": 0.5882352941176471,
+                        "total_buy": 24,
+                        "total_sell": 10
                     }
                 ],
                 "win_rates": [
-                    0.12781954887218044,
-                    0.2233502538071066,
-                    0.36065573770491804,
-                    0.6216216216216216
+                    0.21875,
+                    0.3263888888888889,
+                    0.4742268041237113,
+                    0.6764705882352942
                 ],
                 "thresholds": [
                     0.53,
-                    0.62,
-                    0.71,
-                    0.8
+                    0.6167,
+                    0.7033,
+                    0.79
                 ],
                 "totals": [
-                    266,
-                    197,
-                    122,
-                    37
+                    192,
+                    144,
+                    97,
+                    34
                 ]
             }
         }