Best model: CFG_LTC_ASIAN_V6/run_20260522_160413_v6_ASIAN_ETH_Leader

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/train_v3.log

@@ -141,3 +141,11 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0836. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:06:04] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:06:06] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 51] Loss(MSE:0.2295/CE:0.9274) | LR=1.48e-05 | Val V3 Score [0.080] - Loss(MSE:0.0146/CE:0.5577) |   >=53%: WR=75.0% | Score=0.090 | N=44 (23B/21S Bal:0.91) | >=56%: WR=87.2% | Score=0.092 | N=39 (20B/19S Bal:0.95) | >=58%: WR=83.8% | Score=0.084 | N=37 (21B/16S Bal:0.76) | >=61%: WR=87.1% | Score=0.073 | N=31 (21B/10S Bal:0.48)
+[Epoch 52] Loss(MSE:0.2263/CE:0.9212) | LR=1.47e-05 | Val V3 Score [0.081] - Loss(MSE:0.0145/CE:0.5574) |   >=53%: WR=78.3% | Score=0.098 | N=46 (23B/23S Bal:1.00) | >=56%: WR=85.4% | Score=0.095 | N=41 (20B/21S Bal:0.95) | >=58%: WR=86.5% | Score=0.087 | N=37 (18B/19S Bal:0.95) | >=61%: WR=84.4% | Score=0.073 | N=32 (17B/15S Bal:0.88)
+[Epoch 53] Loss(MSE:0.2230/CE:0.9173) | LR=1.45e-05 | Val V3 Score [0.083] - Loss(MSE:0.0144/CE:0.5556) |   >=53%: WR=75.5% | Score=0.101 | N=49 (26B/23S Bal:0.88) | >=56%: WR=84.1% | Score=0.101 | N=44 (21B/23S Bal:0.91) | >=60%: WR=86.8% | Score=0.090 | N=38 (19B/19S Bal:1.00) | >=63%: WR=81.8% | Score=0.073 | N=33 (19B/14S Bal:0.74)
+[Epoch 54] Loss(MSE:0.2198/CE:0.9116) | LR=1.44e-05 | Val V3 Score [0.089] - Loss(MSE:0.0146/CE:0.5454) |   >=53%: WR=72.0% | Score=0.098 | N=50 (25B/25S Bal:1.00) | >=56%: WR=84.4% | Score=0.103 | N=45 (22B/23S Bal:0.96) | >=60%: WR=85.4% | Score=0.095 | N=41 (20B/21S Bal:0.95) | >=63%: WR=90.9% | Score=0.082 | N=33 (20B/13S Bal:0.65)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0894. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:08:16] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 50,
-                "max_threshold": 0.6,
-                "composite_score": 0.08355978260869566,
-                "val_loss": 0.5798833723579134,
+                "epoch": 54,
+                "max_threshold": 0.63,
+                "composite_score": 0.08944746376811592,
+                "val_loss": 0.5599239583526339,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 43,
-                        "win_rate": 0.7674418604651163,
+                        "total_signals": 50,
+                        "win_rate": 0.72,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08967391304347827,
+                        "ev_score": 0.09782608695652173,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9767441860465116,
-                        "total_buy": 22,
-                        "total_sell": 21
+                        "tus_score": 1.0,
+                        "total_buy": 25,
+                        "total_sell": 25
                     },
                     {
-                        "threshold": 0.5533,
-                        "total_signals": 39,
-                        "win_rate": 0.8717948717948718,
+                        "threshold": 0.5633,
+                        "total_signals": 45,
+                        "win_rate": 0.8444444444444444,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09239130434782608,
+                        "ev_score": 0.10326086956521739,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9743589743589743,
-                        "total_buy": 20,
-                        "total_sell": 19
+                        "tus_score": 0.9777777777777777,
+                        "total_buy": 22,
+                        "total_sell": 23
                     },
                     {
-                        "threshold": 0.5767,
-                        "total_signals": 37,
-                        "win_rate": 0.8648648648648649,
+                        "threshold": 0.5967,
+                        "total_signals": 41,
+                        "win_rate": 0.8536585365853658,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08695652173913045,
+                        "ev_score": 0.0951086956521739,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8648648648648649,
-                        "total_buy": 21,
-                        "total_sell": 16
+                        "tus_score": 0.975609756097561,
+                        "total_buy": 20,
+                        "total_sell": 21
                     },
                     {
-                        "threshold": 0.6,
-                        "total_signals": 32,
-                        "win_rate": 0.90625,
+                        "threshold": 0.63,
+                        "total_signals": 33,
+                        "win_rate": 0.9090909090909091,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07880434782608696,
+                        "ev_score": 0.08152173913043477,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8125,
-                        "total_buy": 19,
+                        "tus_score": 0.7878787878787878,
+                        "total_buy": 20,
                         "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.7674418604651163,
-                    0.8717948717948718,
-                    0.8648648648648649,
-                    0.90625
+                    0.72,
+                    0.8444444444444444,
+                    0.8536585365853658,
+                    0.9090909090909091
                 ],
                 "thresholds": [
                     0.53,
-                    0.5533,
-                    0.5767,
-                    0.6
+                    0.5633,
+                    0.5967,
+                    0.63
                 ],
                 "totals": [
-                    43,
-                    39,
-                    37,
-                    32
+                    50,
+                    45,
+                    41,
+                    33
                 ]
             }
         }