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=== ADVANCED V8 BACKTEST RUNNER === |
Loading Model: D:\DungLA\Argo\v8_configs\hall_of_fame\brain_BTC_OPT-104_ARGO3_FULL.pt |
Loading Data: data/v8_test_2026.parquet |
Using Timeframe: M15 |
Money Management: FIXED |
Device: cuda |
Auto-downgraded dataset config to version 8.5 to match model's 20 features. |
Auto-detected num_classes = 3 from checkpoint. |
Auto-detected cont_dim = 20 from checkpoint. |
Loaded Temperature = 1.0000 |
Resampling timeframes dynamically: Base = 15min, Mid = 1h |
[1/3] Processing Base Features (M15)... |
[2/3] Processing Mid Features (H1)... |
[3/3] Merging Multi-Timeframe Data... |
Using target_shift = -8 |
D:\DungLA\Argo\src\v8_engine\dataset_builder.py:180: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)` |
post_shock_mask = s_fill.fillna(False).astype(bool) |
WARNING: 'thresholds' is None. Calculating quantiles dynamically. Ensure this is only the Train set to avoid future leakage! |
Running predictions... |
Loaded static label mapping from constants: SELL=0, HOLD=1, BUY=2 |
========================================================================================== |
Thr | Trades | Win% | PnL(pip) | MaxDD | PF | T/Day | Cov(%) |
Loaded 597 news events for backtest trade management. |
0.20 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.25 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.30 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.35 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.40 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.45 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.50 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.55 | 1008 | 20.9% | +943.1 | 561.2 | 1.15 | 8.9 | 89.7% |
0.60 | 369 | 22.2% | +306.5 | 252.5 | 1.15 | 4.5 | 65.1% |
0.65 | 0 | 0.0% | +0.0 | 0.0 | 0.00 | 0.0 | 0.0% |
========================================================================================== |
Đã xuất ảnh báo cáo: D:\DungLA\Argo\temp\report_83a91a6e354641a0b9cf4412fdd1b573.png |
Đang gửi báo cáo qua Telegram... |
Đã gửi báo cáo hình ảnh qua Telegram thành công! |
=== ADVANCED V8 BACKTEST RUNNER === |
Loading Model: D:\DungLA\Argo\v8_configs\hall_of_fame\brain_BTC_OPT-55_ARGO3_FULL.pt |
Loading Data: data/v8_test_2026.parquet |
Using Timeframe: M15 |
Money Management: FIXED |
Device: cuda |
Auto-downgraded dataset config to version 8.5 to match model's 20 features. |
Auto-detected num_classes = 3 from checkpoint. |
Auto-detected cont_dim = 20 from checkpoint. |
Loaded Temperature = 1.0000 |
Resampling timeframes dynamically: Base = 15min, Mid = 1h |
[1/3] Processing Base Features (M15)... |
[2/3] Processing Mid Features (H1)... |
[3/3] Merging Multi-Timeframe Data... |
Using target_shift = -8 |
D:\DungLA\Argo\src\v8_engine\dataset_builder.py:180: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)` |
post_shock_mask = s_fill.fillna(False).astype(bool) |
WARNING: 'thresholds' is None. Calculating quantiles dynamically. Ensure this is only the Train set to avoid future leakage! |
Running predictions... |
Loaded static label mapping from constants: SELL=0, HOLD=1, BUY=2 |
========================================================================================== |
Thr | Trades | Win% | PnL(pip) | MaxDD | PF | T/Day | Cov(%) |
Loaded 597 news events for backtest trade management. |
0.20 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.25 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.30 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.35 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.40 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.45 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.50 | 1031 | 21.2% | +989.7 | 582.2 | 1.16 | 9.1 | 89.7% |
0.55 | 1031 | 21.0% | +816.9 | 582.2 | 1.13 | 9.1 | 89.7% |
0.60 | 763 | 23.2% | +700.0 | 388.3 | 1.15 | 6.8 | 88.9% |
0.65 | 3 | 66.7% | +15.2 | 38.7 | 1.39 | 1.0 | 2.4% |
========================================================================================== |
Đã xuất ảnh báo cáo: D:\DungLA\Argo\temp\report_40157042fd8f450dbd2ce0be2fa75b92.png |
Đang gửi báo cáo qua Telegram... |
Đã gửi báo cáo hình ảnh qua Telegram thành công! |
=== ADVANCED V8 BACKTEST RUNNER === |
Loading Model: d:/DungLA/Argo\v8_configs\hall_of_fame\brain_XAU_V8.3-OPT-10_ARGO1_FULL.pt |
Loading Data: data/v8_test_2026.parquet |
Using Timeframe: M15 |
Device: cpu |
Resampling timeframes dynamically: Base = 15min, Mid = 1h, High = 4h |
Processing Base Features... |
Processing Mid Features... |
Processing High Features... |
Running predictions... |
========================================================================================== |
Thr | Trades | Win% | PnL(pip) | MaxDD | PF | T/Day | Cov(%) |
------------------------------------------------------------------------------------------ |
0.40 | 33 | 33.3% | +552.2 | 1284.8 | 1.13 | 1.7 | 11.3% |
0.45 | 21 | 33.3% | +1111.5 | 903.2 | 1.45 | 1.5 | 8.3% |
0.50 | 6 | 33.3% | -671.0 | 1075.0 | 0.61 | 1.2 | 3.0% |
0.55 | 1 | 0.0% | -899.4 | 899.4 | 0.00 | 1.0 | 0.6% |
0.60 | 1 | 0.0% | -899.4 | 899.4 | 0.00 | 1.0 | 0.6% |
0.65 | 0 | 0.0% | +0.0 | 0.0 | 0.00 | 0.0 | 0.0% |
0.70 | 0 | 0.0% | +0.0 | 0.0 | 0.00 | 0.0 | 0.0% |
0.75 | 0 | 0.0% | +0.0 | 0.0 | 0.00 | 0.0 | 0.0% |
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