Best model: CFG_LTC_LONDON_V6/run_20260523_082000_v6_LONDON_Genesis_Reset

workspaces/CFG_LTC_LONDON_V6/runs/run_20260523_082000_v6_LONDON_Genesis_Reset/results/train_v3.log

@@ -22,3 +22,18 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0435. Lưu model...
   ☁️ Đang PUSH run run_20260523_082000_v6_LONDON_Genesis_Reset lên HF (Background)...
 [08:51:00] PUSH RUN: run_20260523_082000_v6_LONDON_Genesis_Reset -> HF (new/changed files only)...
+[08:51:02] ✔️ Push run run_20260523_082000_v6_LONDON_Genesis_Reset hoàn tất!
+[Epoch 8] Loss(MSE:0.0194/CE:1.6193) | LR=1.15e-05 | Val V3 Score [0.036] - Loss(MSE:0.0034/CE:1.4213) |   >=53%: WR=40.0% | Score=0.036 | N=25 (8B/17S Bal:0.47) | >=54%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39) | >=55%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39) | >=56%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39)
+[Epoch 9] Loss(MSE:0.0188/CE:1.6099) | LR=9.51e-06 | Val V3 Score [0.043] - Loss(MSE:0.0033/CE:1.4163) |   >=53%: WR=36.4% | Score=0.043 | N=33 (17B/16S Bal:0.94) | >=54%: WR=36.4% | Score=0.043 | N=33 (17B/16S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88)
+[Epoch 10] Loss(MSE:0.0191/CE:1.6109) | LR=7.56e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4229) |   >=53%: WR=35.3% | Score=0.043 | N=34 (16B/18S Bal:0.89) | >=54%: WR=37.5% | Score=0.043 | N=32 (15B/17S Bal:0.88) | >=54%: WR=38.7% | Score=0.043 | N=31 (14B/17S Bal:0.82) | >=55%: WR=38.7% | Score=0.043 | N=31 (14B/17S Bal:0.82)
+[Epoch 11] Loss(MSE:0.0188/CE:1.6042) | LR=5.75e-06 | Val V3 Score [0.043] - Loss(MSE:0.0032/CE:1.4231) |   >=53%: WR=36.4% | Score=0.043 | N=33 (16B/17S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88)
+[Epoch 12] Loss(MSE:0.0182/CE:1.5963) | LR=4.14e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4138) |   >=53%: WR=35.3% | Score=0.043 | N=34 (20B/14S Bal:0.70) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81) | >=56%: WR=42.9% | Score=0.043 | N=28 (12B/16S Bal:0.75)
+[Epoch 13] Loss(MSE:0.0180/CE:1.5974) | LR=2.81e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4123) |   >=53%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=54%: WR=38.7% | Score=0.043 | N=31 (16B/15S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00) | >=55%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00)
+[Epoch 14] Loss(MSE:0.0179/CE:1.5960) | LR=1.82e-06 | Val V3 Score [0.043] - Loss(MSE:0.0030/CE:1.4133) |   >=53%: WR=41.4% | Score=0.043 | N=29 (14B/15S Bal:0.93) | >=54%: WR=41.4% | Score=0.043 | N=29 (14B/15S Bal:0.93) | >=55%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81) | >=56%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81)
+[Epoch 15] Loss(MSE:0.0177/CE:1.5934) | LR=1.21e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4234) |   >=53%: WR=35.5% | Score=0.040 | N=31 (12B/19S Bal:0.63) | >=54%: WR=36.7% | Score=0.040 | N=30 (12B/18S Bal:0.67) | >=55%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65) | >=56%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65)
+[Epoch 16] Loss(MSE:0.0189/CE:1.6139) | LR=2.00e-05 | Val V3 Score [0.043] - Loss(MSE:0.0036/CE:1.4178) |   >=53%: WR=24.3% | Score=0.033 | N=37 (25B/12S Bal:0.48) | >=55%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=57%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=59%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00)
+[Epoch 17] Loss(MSE:0.0207/CE:1.6069) | LR=1.99e-05 | Val V3 Score [0.043] - Loss(MSE:0.0042/CE:1.4216) |   >=53%: WR=42.9% | Score=0.043 | N=28 (10B/18S Bal:0.56) | >=54%: WR=42.9% | Score=0.043 | N=28 (10B/18S Bal:0.56) | >=55%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65) | >=56%: WR=44.4% | Score=0.043 | N=27 (11B/16S Bal:0.69)
+[Epoch 18] Loss(MSE:0.0208/CE:1.5996) | LR=1.98e-05 | Val V3 Score [0.045] - Loss(MSE:0.0037/CE:1.4057) |   >=53%: WR=48.0% | Score=0.043 | N=25 (10B/15S Bal:0.67) | >=54%: WR=48.0% | Score=0.043 | N=25 (11B/14S Bal:0.79) | >=55%: WR=48.0% | Score=0.043 | N=25 (11B/14S Bal:0.79) | >=56%: WR=52.0% | Score=0.047 | N=25 (12B/13S Bal:0.92)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0450. Lưu model...
+  ☁️ Đang PUSH run run_20260523_082000_v6_LONDON_Genesis_Reset lên HF (Background)...
+[09:12:20] PUSH RUN: run_20260523_082000_v6_LONDON_Genesis_Reset -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260523_082000_v6_LONDON_Genesis_Reset/results/train_v6.log

@@ -120,3 +120,18 @@ Tìm thấy tensor tại root local, đang copy sang run_20260523_082000_v6_LOND
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0435. Lưu model...
   ☁️ Đang PUSH run run_20260523_082000_v6_LONDON_Genesis_Reset lên HF (Background)...
 [08:51:00] PUSH RUN: run_20260523_082000_v6_LONDON_Genesis_Reset -> HF (new/changed files only)...
+[08:51:02] ✔️ Push run run_20260523_082000_v6_LONDON_Genesis_Reset hoàn tất!
+[Epoch 8] Loss(MSE:0.0194/CE:1.6193) | LR=1.15e-05 | Val V3 Score [0.036] - Loss(MSE:0.0034/CE:1.4213) |   >=53%: WR=40.0% | Score=0.036 | N=25 (8B/17S Bal:0.47) | >=54%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39) | >=55%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39) | >=56%: WR=40.0% | Score=0.036 | N=25 (7B/18S Bal:0.39)
+[Epoch 9] Loss(MSE:0.0188/CE:1.6099) | LR=9.51e-06 | Val V3 Score [0.043] - Loss(MSE:0.0033/CE:1.4163) |   >=53%: WR=36.4% | Score=0.043 | N=33 (17B/16S Bal:0.94) | >=54%: WR=36.4% | Score=0.043 | N=33 (17B/16S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88)
+[Epoch 10] Loss(MSE:0.0191/CE:1.6109) | LR=7.56e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4229) |   >=53%: WR=35.3% | Score=0.043 | N=34 (16B/18S Bal:0.89) | >=54%: WR=37.5% | Score=0.043 | N=32 (15B/17S Bal:0.88) | >=54%: WR=38.7% | Score=0.043 | N=31 (14B/17S Bal:0.82) | >=55%: WR=38.7% | Score=0.043 | N=31 (14B/17S Bal:0.82)
+[Epoch 11] Loss(MSE:0.0188/CE:1.6042) | LR=5.75e-06 | Val V3 Score [0.043] - Loss(MSE:0.0032/CE:1.4231) |   >=53%: WR=36.4% | Score=0.043 | N=33 (16B/17S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88)
+[Epoch 12] Loss(MSE:0.0182/CE:1.5963) | LR=4.14e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4138) |   >=53%: WR=35.3% | Score=0.043 | N=34 (20B/14S Bal:0.70) | >=54%: WR=40.0% | Score=0.043 | N=30 (14B/16S Bal:0.88) | >=55%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81) | >=56%: WR=42.9% | Score=0.043 | N=28 (12B/16S Bal:0.75)
+[Epoch 13] Loss(MSE:0.0180/CE:1.5974) | LR=2.81e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4123) |   >=53%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=54%: WR=38.7% | Score=0.043 | N=31 (16B/15S Bal:0.94) | >=54%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00) | >=55%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00)
+[Epoch 14] Loss(MSE:0.0179/CE:1.5960) | LR=1.82e-06 | Val V3 Score [0.043] - Loss(MSE:0.0030/CE:1.4133) |   >=53%: WR=41.4% | Score=0.043 | N=29 (14B/15S Bal:0.93) | >=54%: WR=41.4% | Score=0.043 | N=29 (14B/15S Bal:0.93) | >=55%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81) | >=56%: WR=41.4% | Score=0.043 | N=29 (13B/16S Bal:0.81)
+[Epoch 15] Loss(MSE:0.0177/CE:1.5934) | LR=1.21e-06 | Val V3 Score [0.043] - Loss(MSE:0.0031/CE:1.4234) |   >=53%: WR=35.5% | Score=0.040 | N=31 (12B/19S Bal:0.63) | >=54%: WR=36.7% | Score=0.040 | N=30 (12B/18S Bal:0.67) | >=55%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65) | >=56%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65)
+[Epoch 16] Loss(MSE:0.0189/CE:1.6139) | LR=2.00e-05 | Val V3 Score [0.043] - Loss(MSE:0.0036/CE:1.4178) |   >=53%: WR=24.3% | Score=0.033 | N=37 (25B/12S Bal:0.48) | >=55%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=57%: WR=37.5% | Score=0.043 | N=32 (17B/15S Bal:0.88) | >=59%: WR=40.0% | Score=0.043 | N=30 (15B/15S Bal:1.00)
+[Epoch 17] Loss(MSE:0.0207/CE:1.6069) | LR=1.99e-05 | Val V3 Score [0.043] - Loss(MSE:0.0042/CE:1.4216) |   >=53%: WR=42.9% | Score=0.043 | N=28 (10B/18S Bal:0.56) | >=54%: WR=42.9% | Score=0.043 | N=28 (10B/18S Bal:0.56) | >=55%: WR=42.9% | Score=0.043 | N=28 (11B/17S Bal:0.65) | >=56%: WR=44.4% | Score=0.043 | N=27 (11B/16S Bal:0.69)
+[Epoch 18] Loss(MSE:0.0208/CE:1.5996) | LR=1.98e-05 | Val V3 Score [0.045] - Loss(MSE:0.0037/CE:1.4057) |   >=53%: WR=48.0% | Score=0.043 | N=25 (10B/15S Bal:0.67) | >=54%: WR=48.0% | Score=0.043 | N=25 (11B/14S Bal:0.79) | >=55%: WR=48.0% | Score=0.043 | N=25 (11B/14S Bal:0.79) | >=56%: WR=52.0% | Score=0.047 | N=25 (12B/13S Bal:0.92)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0450. Lưu model...
+  ☁️ Đang PUSH run run_20260523_082000_v6_LONDON_Genesis_Reset lên HF (Background)...
+[09:12:20] PUSH RUN: run_20260523_082000_v6_LONDON_Genesis_Reset -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260523_082000_v6_LONDON_Genesis_Reset/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 7,
-                "max_threshold": 0.55,
-                "composite_score": 0.043478260869565216,
-                "val_loss": 1.4243980784272943,
+                "epoch": 18,
+                "max_threshold": 0.56,
+                "composite_score": 0.04498792270531401,
+                "val_loss": 1.409401259197186,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 32,
-                        "win_rate": 0.375,
+                        "total_signals": 25,
+                        "win_rate": 0.48,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.043478260869565216,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.875,
-                        "total_buy": 18,
-                        "total_sell": 14
+                        "tus_score": 0.8,
+                        "total_buy": 10,
+                        "total_sell": 15
                     },
                     {
-                        "threshold": 0.5367,
-                        "total_signals": 31,
-                        "win_rate": 0.3870967741935484,
+                        "threshold": 0.54,
+                        "total_signals": 25,
+                        "win_rate": 0.48,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.043478260869565216,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9032258064516129,
-                        "total_buy": 17,
+                        "tus_score": 0.88,
+                        "total_buy": 11,
                         "total_sell": 14
                     },
                     {
-                        "threshold": 0.5433,
-                        "total_signals": 31,
-                        "win_rate": 0.3870967741935484,
+                        "threshold": 0.55,
+                        "total_signals": 25,
+                        "win_rate": 0.48,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.043478260869565216,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9032258064516129,
-                        "total_buy": 17,
+                        "tus_score": 0.88,
+                        "total_buy": 11,
                         "total_sell": 14
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 30,
-                        "win_rate": 0.4,
+                        "threshold": 0.56,
+                        "total_signals": 25,
+                        "win_rate": 0.52,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.043478260869565216,
+                        "ev_score": 0.04710144927536232,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9333333333333333,
-                        "total_buy": 16,
-                        "total_sell": 14
+                        "tus_score": 0.96,
+                        "total_buy": 12,
+                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.375,
-                    0.3870967741935484,
-                    0.3870967741935484,
-                    0.4
+                    0.48,
+                    0.48,
+                    0.48,
+                    0.52
                 ],
                 "thresholds": [
                     0.53,
-                    0.5367,
-                    0.5433,
-                    0.55
+                    0.54,
+                    0.55,
+                    0.56
                 ],
                 "totals": [
-                    32,
-                    31,
-                    31,
-                    30
+                    25,
+                    25,
+                    25,
+                    25
                 ]
             }
         }