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

@@ -215,3 +215,17 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0406. Lưu model...
   ☁️ Đang PUSH run run_20260522_173349_v6_NY_ETH_Deep lên HF (Background)...
 [18:09:36] PUSH RUN: run_20260522_173349_v6_NY_ETH_Deep -> HF (new/changed files only)...
+[18:09:38] ✔️ Push run run_20260522_173349_v6_NY_ETH_Deep hoàn tất!
+[Epoch 109] Loss(MSE:0.0753/CE:0.7817) | LR=1.50e-05 | Val V3 Score [0.037] - Loss(MSE:0.0048/CE:0.5254) |   >=53%: WR=29.6% | Score=0.056 | N=159 (92B/67S Bal:0.73) | >=61%: WR=36.4% | Score=0.052 | N=121 (65B/56S Bal:0.86) | >=69%: WR=48.1% | Score=0.046 | N=81 (47B/34S Bal:0.72) | >=77%: WR=61.8% | Score=0.025 | N=34 (24B/10S Bal:0.42)
+[Epoch 110] Loss(MSE:0.0739/CE:0.7798) | LR=1.50e-05 | Val V3 Score [0.036] - Loss(MSE:0.0046/CE:0.5391) |   >=53%: WR=27.5% | Score=0.056 | N=171 (81B/90S Bal:0.90) | >=61%: WR=36.6% | Score=0.053 | N=123 (50B/73S Bal:0.68) | >=70%: WR=49.3% | Score=0.044 | N=75 (32B/43S Bal:0.74) | >=78%: WR=73.3% | Score=0.026 | N=30 (18B/12S Bal:0.67)
+[Epoch 111] Loss(MSE:0.0725/CE:0.7768) | LR=1.49e-05 | Val V3 Score [0.037] - Loss(MSE:0.0046/CE:0.5595) |   >=53%: WR=23.0% | Score=0.050 | N=183 (58B/125S Bal:0.46) | >=61%: WR=27.9% | Score=0.046 | N=140 (41B/99S Bal:0.41) | >=70%: WR=39.6% | Score=0.045 | N=96 (26B/70S Bal:0.37) | >=78%: WR=65.6% | Score=0.025 | N=32 (12B/20S Bal:0.60)
+[Epoch 112] Loss(MSE:0.0714/CE:0.7796) | LR=1.49e-05 | Val V3 Score [0.038] - Loss(MSE:0.0044/CE:0.5693) |   >=53%: WR=20.4% | Score=0.049 | N=201 (105B/96S Bal:0.91) | >=62%: WR=31.5% | Score=0.056 | N=149 (81B/68S Bal:0.84) | >=70%: WR=44.1% | Score=0.049 | N=93 (51B/42S Bal:0.82) | >=79%: WR=60.6% | Score=0.024 | N=33 (24B/9S Bal:0.38)
+[Epoch 113] Loss(MSE:0.0699/CE:0.7780) | LR=1.49e-05 | Val V3 Score [0.034] - Loss(MSE:0.0043/CE:0.5890) |   >=53%: WR=21.7% | Score=0.045 | N=175 (38B/137S Bal:0.28) | >=61%: WR=24.8% | Score=0.039 | N=133 (25B/108S Bal:0.23) | >=69%: WR=40.9% | Score=0.043 | N=88 (18B/70S Bal:0.26) | >=77%: WR=56.2% | Score=0.021 | N=32 (6B/26S Bal:0.23)
+[Epoch 114] Loss(MSE:0.0693/CE:0.7781) | LR=1.48e-05 | Val V3 Score [0.036] - Loss(MSE:0.0043/CE:0.5629) |   >=53%: WR=24.1% | Score=0.053 | N=187 (106B/81S Bal:0.76) | >=62%: WR=34.6% | Score=0.055 | N=133 (76B/57S Bal:0.75) | >=70%: WR=45.2% | Score=0.045 | N=84 (49B/35S Bal:0.71) | >=79%: WR=62.5% | Score=0.024 | N=32 (26B/6S Bal:0.23)
+[Epoch 115] Loss(MSE:0.0689/CE:0.7769) | LR=1.48e-05 | Val V3 Score [0.034] - Loss(MSE:0.0042/CE:0.5376) |   >=53%: WR=29.6% | Score=0.057 | N=162 (87B/75S Bal:0.86) | >=61%: WR=38.8% | Score=0.053 | N=116 (63B/53S Bal:0.84) | >=68%: WR=42.9% | Score=0.039 | N=77 (40B/37S Bal:0.93) | >=76%: WR=71.0% | Score=0.026 | N=31 (20B/11S Bal:0.55)
+[Epoch 116] Loss(MSE:0.0684/CE:0.7735) | LR=1.48e-05 | Val V3 Score [0.038] - Loss(MSE:0.0040/CE:0.5686) |   >=53%: WR=20.5% | Score=0.047 | N=195 (78B/117S Bal:0.67) | >=61%: WR=30.8% | Score=0.053 | N=146 (50B/96S Bal:0.52) | >=70%: WR=40.8% | Score=0.047 | N=98 (39B/59S Bal:0.66) | >=78%: WR=58.8% | Score=0.024 | N=34 (20B/14S Bal:0.70)
+[Epoch 117] Loss(MSE:0.0670/CE:0.7743) | LR=1.47e-05 | Val V3 Score [0.034] - Loss(MSE:0.0042/CE:0.5467) |   >=53%: WR=26.4% | Score=0.055 | N=174 (94B/80S Bal:0.85) | >=61%: WR=35.7% | Score=0.055 | N=129 (72B/57S Bal:0.79) | >=70%: WR=47.3% | Score=0.041 | N=74 (45B/29S Bal:0.64) | >=78%: WR=66.7% | Score=0.024 | N=30 (23B/7S Bal:0.30)
+[Epoch 118] Loss(MSE:0.0670/CE:0.7756) | LR=1.47e-05 | Val V3 Score [0.042] - Loss(MSE:0.0040/CE:0.6612) |   >=53%: WR=12.8% | Score=0.040 | N=266 (89B/177S Bal:0.50) | >=62%: WR=22.3% | Score=0.052 | N=197 (70B/127S Bal:0.55) | >=71%: WR=36.1% | Score=0.052 | N=122 (42B/80S Bal:0.53) | >=80%: WR=62.2% | Score=0.027 | N=37 (21B/16S Bal:0.76)
+  🏆 [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)...

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": 108,
-                "max_threshold": 0.77,
-                "composite_score": 0.04058056872037914,
-                "val_loss": 0.5591119985193108,
+                "epoch": 118,
+                "max_threshold": 0.8,
+                "composite_score": 0.0417654028436019,
+                "val_loss": 0.6651314701473675,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 174,
-                        "win_rate": 0.25287356321839083,
+                        "total_signals": 266,
+                        "win_rate": 0.12781954887218044,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.05213270142180095,
+                        "ev_score": 0.04028436018957345,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8620689655172413,
-                        "total_buy": 75,
-                        "total_sell": 99
+                        "tus_score": 0.6691729323308271,
+                        "total_buy": 89,
+                        "total_sell": 177
                     },
                     {
-                        "threshold": 0.61,
-                        "total_signals": 130,
-                        "win_rate": 0.36153846153846153,
+                        "threshold": 0.62,
+                        "total_signals": 197,
+                        "win_rate": 0.2233502538071066,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.05568720379146919,
+                        "ev_score": 0.052132701421800945,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8461538461538461,
-                        "total_buy": 55,
-                        "total_sell": 75
+                        "tus_score": 0.7106598984771574,
+                        "total_buy": 70,
+                        "total_sell": 127
                     },
                     {
-                        "threshold": 0.69,
-                        "total_signals": 84,
-                        "win_rate": 0.5119047619047619,
+                        "threshold": 0.71,
+                        "total_signals": 122,
+                        "win_rate": 0.36065573770491804,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0509478672985782,
+                        "ev_score": 0.052132701421800945,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8571428571428572,
-                        "total_buy": 36,
-                        "total_sell": 48
+                        "tus_score": 0.6885245901639344,
+                        "total_buy": 42,
+                        "total_sell": 80
                     },
                     {
-                        "threshold": 0.77,
-                        "total_signals": 35,
-                        "win_rate": 0.6285714285714286,
+                        "threshold": 0.8,
+                        "total_signals": 37,
+                        "win_rate": 0.6216216216216216,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.026066350710900472,
+                        "ev_score": 0.027251184834123223,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9142857142857143,
-                        "total_buy": 19,
+                        "tus_score": 0.8648648648648649,
+                        "total_buy": 21,
                         "total_sell": 16
                     }
                 ],
                 "win_rates": [
-                    0.25287356321839083,
-                    0.36153846153846153,
-                    0.5119047619047619,
-                    0.6285714285714286
+                    0.12781954887218044,
+                    0.2233502538071066,
+                    0.36065573770491804,
+                    0.6216216216216216
                 ],
                 "thresholds": [
                     0.53,
-                    0.61,
-                    0.69,
-                    0.77
+                    0.62,
+                    0.71,
+                    0.8
                 ],
                 "totals": [
-                    174,
-                    130,
-                    84,
-                    35
+                    266,
+                    197,
+                    122,
+                    37
                 ]
             }
         }