Update README.md
Browse files
README.md
CHANGED
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@@ -115,353 +115,6 @@ preds = model("table. | PlotAccessor")
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- eval_max_steps: -1
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- load_best_model_at_end: False
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-
### Training Results
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-
| Epoch | Step | Training Loss | Validation Loss |
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-
|:------:|:-----:|:-------------:|:---------------:|
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| 121 |
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| 0.0006 | 1 | 0.2743 | - |
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| 122 |
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| 0.0292 | 50 | 0.3546 | - |
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| 123 |
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| 0.0585 | 100 | 0.3106 | - |
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| 124 |
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| 0.0877 | 150 | 0.2652 | - |
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| 125 |
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| 0.1170 | 200 | 0.2543 | - |
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| 126 |
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| 0.1462 | 250 | 0.2544 | - |
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| 0.1754 | 300 | 0.2521 | - |
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| 128 |
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| 0.2047 | 350 | 0.2508 | - |
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| 129 |
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| 0.2339 | 400 | 0.2485 | - |
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| 0.2632 | 450 | 0.2499 | - |
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| 0.2924 | 500 | 0.2453 | - |
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| 132 |
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| 0.3216 | 550 | 0.2414 | - |
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| 0.3509 | 600 | 0.2379 | - |
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| 0.3801 | 650 | 0.2426 | - |
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| 135 |
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| 0.4094 | 700 | 0.2383 | - |
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| 136 |
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| 0.4386 | 750 | 0.2385 | - |
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| 137 |
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| 0.4678 | 800 | 0.2402 | - |
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| 138 |
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| 0.4971 | 850 | 0.2329 | - |
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| 0.5263 | 900 | 0.2328 | - |
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| 140 |
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| 0.5556 | 950 | 0.2309 | - |
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| 141 |
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| 0.5848 | 1000 | 0.228 | - |
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| 142 |
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| 0.6140 | 1050 | 0.2149 | - |
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| 143 |
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| 0.6433 | 1100 | 0.2053 | - |
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| 144 |
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| 0.6725 | 1150 | 0.1997 | - |
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| 145 |
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| 0.7018 | 1200 | 0.1978 | - |
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| 146 |
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| 0.7310 | 1250 | 0.1896 | - |
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| 147 |
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| 0.7602 | 1300 | 0.1775 | - |
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| 148 |
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| 0.7895 | 1350 | 0.1629 | - |
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| 149 |
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| 0.8187 | 1400 | 0.1571 | - |
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| 150 |
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| 0.8480 | 1450 | 0.1493 | - |
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| 151 |
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| 0.8772 | 1500 | 0.1445 | - |
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| 152 |
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| 0.9064 | 1550 | 0.1345 | - |
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| 153 |
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| 0.9357 | 1600 | 0.1306 | - |
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| 154 |
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| 0.9649 | 1650 | 0.1276 | - |
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| 155 |
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| 0.9942 | 1700 | 0.1181 | - |
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| 156 |
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| 1.0234 | 1750 | 0.1081 | - |
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| 157 |
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| 1.0526 | 1800 | 0.1081 | - |
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| 158 |
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| 1.0819 | 1850 | 0.1006 | - |
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| 159 |
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| 1.1111 | 1900 | 0.0892 | - |
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| 160 |
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| 1.1404 | 1950 | 0.0996 | - |
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| 161 |
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| 1.1696 | 2000 | 0.0912 | - |
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| 162 |
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| 1.1988 | 2050 | 0.0868 | - |
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| 163 |
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| 1.2281 | 2100 | 0.089 | - |
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| 164 |
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| 1.2573 | 2150 | 0.078 | - |
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| 165 |
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| 1.2865 | 2200 | 0.0864 | - |
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| 166 |
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| 1.3158 | 2250 | 0.0719 | - |
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| 167 |
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| 1.3450 | 2300 | 0.0675 | - |
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| 168 |
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| 1.3743 | 2350 | 0.0669 | - |
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| 169 |
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| 1.4035 | 2400 | 0.0666 | - |
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| 170 |
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| 1.4327 | 2450 | 0.074 | - |
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| 1.4620 | 2500 | 0.0671 | - |
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| 172 |
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| 1.4912 | 2550 | 0.0663 | - |
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| 173 |
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| 1.5205 | 2600 | 0.0599 | - |
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| 1.5497 | 2650 | 0.0612 | - |
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| 1.5789 | 2700 | 0.056 | - |
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| 1.6082 | 2750 | 0.0575 | - |
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| 1.6374 | 2800 | 0.0553 | - |
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| 1.6667 | 2850 | 0.0611 | - |
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| 1.6959 | 2900 | 0.0535 | - |
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| 1.7251 | 2950 | 0.0558 | - |
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| 1.7544 | 3000 | 0.054 | - |
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| 1.7836 | 3050 | 0.0552 | - |
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| 1.8129 | 3100 | 0.0494 | - |
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| 1.8421 | 3150 | 0.0489 | - |
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| 1.8713 | 3200 | 0.0494 | - |
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| 1.9006 | 3250 | 0.0468 | - |
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| 1.9298 | 3300 | 0.0527 | - |
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| 1.9591 | 3350 | 0.0496 | - |
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| 1.9883 | 3400 | 0.0492 | - |
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| 2.0175 | 3450 | 0.0415 | - |
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| 2.0468 | 3500 | 0.0434 | - |
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| 2.0760 | 3550 | 0.0456 | - |
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| 2.1053 | 3600 | 0.0394 | - |
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| 2.1345 | 3650 | 0.0387 | - |
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| 2.1637 | 3700 | 0.0381 | - |
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| 2.1930 | 3750 | 0.0378 | - |
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| 2.2222 | 3800 | 0.0387 | - |
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| 2.2515 | 3850 | 0.035 | - |
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| 2.2807 | 3900 | 0.0384 | - |
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| 2.3099 | 3950 | 0.0386 | - |
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| 2.3392 | 4000 | 0.0379 | - |
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| 2.3684 | 4050 | 0.0315 | - |
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| 2.3977 | 4100 | 0.0372 | - |
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| 2.4269 | 4150 | 0.0324 | - |
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| 2.4561 | 4200 | 0.0319 | - |
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| 2.4854 | 4250 | 0.0306 | - |
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| 2.5146 | 4300 | 0.0309 | - |
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| 2.5439 | 4350 | 0.0382 | - |
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| 2.5731 | 4400 | 0.0314 | - |
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| 2.6023 | 4450 | 0.0314 | - |
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| 2.6316 | 4500 | 0.0254 | - |
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| 2.6608 | 4550 | 0.0257 | - |
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| 2.6901 | 4600 | 0.0325 | - |
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| 2.7193 | 4650 | 0.0249 | - |
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| 2.7485 | 4700 | 0.026 | - |
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| 2.7778 | 4750 | 0.0298 | - |
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| 2.8070 | 4800 | 0.0253 | - |
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| 2.8363 | 4850 | 0.0306 | - |
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| 2.8655 | 4900 | 0.0285 | - |
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| 2.8947 | 4950 | 0.0273 | - |
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| 2.9240 | 5000 | 0.029 | - |
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| 2.9532 | 5050 | 0.0238 | - |
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| 2.9825 | 5100 | 0.0287 | - |
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| 3.0117 | 5150 | 0.0267 | - |
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| 3.0409 | 5200 | 0.0259 | - |
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| 3.0702 | 5250 | 0.0232 | - |
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| 3.0994 | 5300 | 0.0269 | - |
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| 3.1287 | 5350 | 0.0239 | - |
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| 3.1579 | 5400 | 0.0268 | - |
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| 3.1871 | 5450 | 0.0242 | - |
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| 3.2164 | 5500 | 0.0264 | - |
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| 3.2456 | 5550 | 0.0217 | - |
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| 3.2749 | 5600 | 0.026 | - |
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| 3.3041 | 5650 | 0.0248 | - |
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| 3.3333 | 5700 | 0.0242 | - |
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| 3.3626 | 5750 | 0.0239 | - |
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| 3.3918 | 5800 | 0.0229 | - |
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| 3.4211 | 5850 | 0.0205 | - |
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| 3.4503 | 5900 | 0.0252 | - |
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| 3.4795 | 5950 | 0.0208 | - |
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| 3.5088 | 6000 | 0.024 | - |
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| 3.5380 | 6050 | 0.025 | - |
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| 3.5673 | 6100 | 0.0235 | - |
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| 3.5965 | 6150 | 0.0228 | - |
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| 3.6257 | 6200 | 0.0213 | - |
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| 3.6550 | 6250 | 0.024 | - |
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| 3.6842 | 6300 | 0.021 | - |
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| 3.7135 | 6350 | 0.0236 | - |
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| 3.7427 | 6400 | 0.0213 | - |
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| 3.7719 | 6450 | 0.0188 | - |
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| 3.8012 | 6500 | 0.0239 | - |
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| 3.8304 | 6550 | 0.0244 | - |
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| 3.8596 | 6600 | 0.0228 | - |
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| 3.8889 | 6650 | 0.0219 | - |
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| 3.9181 | 6700 | 0.0251 | - |
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| 3.9474 | 6750 | 0.02 | - |
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| 3.9766 | 6800 | 0.0209 | - |
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| 4.0058 | 6850 | 0.0204 | - |
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| 4.0351 | 6900 | 0.022 | - |
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| 4.0643 | 6950 | 0.0197 | - |
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| 4.0936 | 7000 | 0.019 | - |
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| 4.1228 | 7050 | 0.0212 | - |
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| 4.1520 | 7100 | 0.0201 | - |
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| 4.1813 | 7150 | 0.021 | - |
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| 4.2105 | 7200 | 0.0219 | - |
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| 4.2398 | 7250 | 0.0223 | - |
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| 4.2690 | 7300 | 0.0236 | - |
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| 4.2982 | 7350 | 0.0206 | - |
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| 4.3275 | 7400 | 0.02 | - |
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| 4.3567 | 7450 | 0.0223 | - |
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| 4.3860 | 7500 | 0.0212 | - |
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| 4.4152 | 7550 | 0.0205 | - |
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| 4.4444 | 7600 | 0.0212 | - |
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| 4.4737 | 7650 | 0.0189 | - |
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| 4.5029 | 7700 | 0.0213 | - |
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| 4.5322 | 7750 | 0.021 | - |
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| 4.5614 | 7800 | 0.0212 | - |
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| 4.5906 | 7850 | 0.0196 | - |
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| 4.6199 | 7900 | 0.0187 | - |
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| 4.6491 | 7950 | 0.0185 | - |
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| 4.6784 | 8000 | 0.017 | - |
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| 4.7076 | 8050 | 0.0211 | - |
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| 4.7368 | 8100 | 0.0177 | - |
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| 4.7661 | 8150 | 0.0208 | - |
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| 4.7953 | 8200 | 0.0235 | - |
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| 4.8246 | 8250 | 0.0196 | - |
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| 4.8538 | 8300 | 0.0193 | - |
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| 4.8830 | 8350 | 0.0185 | - |
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| 4.9123 | 8400 | 0.022 | - |
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| 4.9415 | 8450 | 0.0196 | - |
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| 4.9708 | 8500 | 0.0196 | - |
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| 5.0 | 8550 | 0.0227 | - |
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| 5.0292 | 8600 | 0.0188 | - |
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| 5.0585 | 8650 | 0.0183 | - |
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| 5.0877 | 8700 | 0.0192 | - |
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| 5.1170 | 8750 | 0.0219 | - |
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| 5.1462 | 8800 | 0.0181 | - |
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| 5.1754 | 8850 | 0.0173 | - |
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| 5.2047 | 8900 | 0.0178 | - |
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| 5.2339 | 8950 | 0.0183 | - |
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| 5.2632 | 9000 | 0.0199 | - |
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| 5.2924 | 9050 | 0.0194 | - |
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| 5.3216 | 9100 | 0.0219 | - |
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| 5.3509 | 9150 | 0.0218 | - |
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| 5.3801 | 9200 | 0.0186 | - |
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| 5.4094 | 9250 | 0.0202 | - |
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| 5.4386 | 9300 | 0.0195 | - |
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| 5.4678 | 9350 | 0.0181 | - |
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| 5.4971 | 9400 | 0.0197 | - |
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| 5.5263 | 9450 | 0.0176 | - |
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| 5.5556 | 9500 | 0.0181 | - |
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| 5.5848 | 9550 | 0.0193 | - |
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| 5.6140 | 9600 | 0.0183 | - |
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| 5.6433 | 9650 | 0.0206 | - |
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| 5.6725 | 9700 | 0.0191 | - |
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| 5.7018 | 9750 | 0.0179 | - |
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| 5.7310 | 9800 | 0.0192 | - |
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| 5.7602 | 9850 | 0.0184 | - |
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| 5.7895 | 9900 | 0.0194 | - |
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| 5.8187 | 9950 | 0.0186 | - |
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| 5.8480 | 10000 | 0.0193 | - |
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| 5.8772 | 10050 | 0.0176 | - |
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| 5.9064 | 10100 | 0.0187 | - |
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| 5.9357 | 10150 | 0.0193 | - |
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| 5.9649 | 10200 | 0.0199 | - |
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| 5.9942 | 10250 | 0.0169 | - |
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| 6.0234 | 10300 | 0.017 | - |
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| 6.0526 | 10350 | 0.0207 | - |
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| 6.0819 | 10400 | 0.0188 | - |
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| 6.1111 | 10450 | 0.018 | - |
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| 6.1404 | 10500 | 0.0184 | - |
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| 6.1696 | 10550 | 0.0153 | - |
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| 6.1988 | 10600 | 0.0173 | - |
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| 6.2281 | 10650 | 0.0172 | - |
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| 6.2573 | 10700 | 0.0188 | - |
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| 6.2865 | 10750 | 0.02 | - |
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| 6.3158 | 10800 | 0.0193 | - |
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| 6.3450 | 10850 | 0.0188 | - |
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| 6.3743 | 10900 | 0.0183 | - |
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| 6.4035 | 10950 | 0.0185 | - |
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| 6.4327 | 11000 | 0.0203 | - |
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| 6.4620 | 11050 | 0.018 | - |
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| 6.4912 | 11100 | 0.0184 | - |
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| 6.5205 | 11150 | 0.0182 | - |
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| 6.5497 | 11200 | 0.0173 | - |
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| 6.5789 | 11250 | 0.0173 | - |
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| 6.6082 | 11300 | 0.0189 | - |
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| 6.6374 | 11350 | 0.0167 | - |
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| 6.6667 | 11400 | 0.0169 | - |
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| 6.6959 | 11450 | 0.0171 | - |
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| 6.7251 | 11500 | 0.0174 | - |
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| 6.7544 | 11550 | 0.0169 | - |
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| 6.7836 | 11600 | 0.0193 | - |
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| 6.8129 | 11650 | 0.0184 | - |
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| 6.8421 | 11700 | 0.0175 | - |
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| 6.8713 | 11750 | 0.0173 | - |
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| 6.9006 | 11800 | 0.0146 | - |
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| 6.9298 | 11850 | 0.0163 | - |
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| 6.9591 | 11900 | 0.0173 | - |
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| 6.9883 | 11950 | 0.0196 | - |
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| 7.0175 | 12000 | 0.0188 | - |
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| 7.0468 | 12050 | 0.0182 | - |
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| 7.0760 | 12100 | 0.0168 | - |
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| 7.1053 | 12150 | 0.0169 | - |
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| 7.1345 | 12200 | 0.0164 | - |
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| 7.1637 | 12250 | 0.0159 | - |
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| 7.1930 | 12300 | 0.0187 | - |
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| 7.2222 | 12350 | 0.0197 | - |
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| 7.2515 | 12400 | 0.0186 | - |
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| 7.2807 | 12450 | 0.0163 | - |
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| 7.3099 | 12500 | 0.0178 | - |
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| 7.3392 | 12550 | 0.0184 | - |
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| 7.3684 | 12600 | 0.0184 | - |
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| 7.3977 | 12650 | 0.0177 | - |
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| 7.4269 | 12700 | 0.0157 | - |
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| 7.4561 | 12750 | 0.0184 | - |
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| 7.4854 | 12800 | 0.0184 | - |
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| 7.5146 | 12850 | 0.0182 | - |
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| 7.5439 | 12900 | 0.0182 | - |
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| 7.5731 | 12950 | 0.0169 | - |
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| 7.6023 | 13000 | 0.0182 | - |
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| 7.6316 | 13050 | 0.0156 | - |
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| 7.6608 | 13100 | 0.0173 | - |
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| 7.6901 | 13150 | 0.0159 | - |
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| 7.7193 | 13200 | 0.0167 | - |
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| 7.7485 | 13250 | 0.0175 | - |
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| 7.7778 | 13300 | 0.016 | - |
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| 7.8070 | 13350 | 0.0175 | - |
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| 7.8363 | 13400 | 0.0169 | - |
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| 7.8655 | 13450 | 0.0167 | - |
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| 7.8947 | 13500 | 0.0159 | - |
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| 7.9240 | 13550 | 0.0168 | - |
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| 7.9532 | 13600 | 0.0183 | - |
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| 7.9825 | 13650 | 0.0162 | - |
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| 8.0117 | 13700 | 0.0162 | - |
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| 8.0409 | 13750 | 0.017 | - |
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| 8.0702 | 13800 | 0.018 | - |
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| 8.0994 | 13850 | 0.0161 | - |
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| 8.1287 | 13900 | 0.0159 | - |
|
| 400 |
-
| 8.1579 | 13950 | 0.0185 | - |
|
| 401 |
-
| 8.1871 | 14000 | 0.017 | - |
|
| 402 |
-
| 8.2164 | 14050 | 0.0167 | - |
|
| 403 |
-
| 8.2456 | 14100 | 0.0154 | - |
|
| 404 |
-
| 8.2749 | 14150 | 0.0166 | - |
|
| 405 |
-
| 8.3041 | 14200 | 0.0173 | - |
|
| 406 |
-
| 8.3333 | 14250 | 0.0156 | - |
|
| 407 |
-
| 8.3626 | 14300 | 0.0175 | - |
|
| 408 |
-
| 8.3918 | 14350 | 0.0144 | - |
|
| 409 |
-
| 8.4211 | 14400 | 0.0198 | - |
|
| 410 |
-
| 8.4503 | 14450 | 0.0184 | - |
|
| 411 |
-
| 8.4795 | 14500 | 0.0168 | - |
|
| 412 |
-
| 8.5088 | 14550 | 0.0183 | - |
|
| 413 |
-
| 8.5380 | 14600 | 0.0175 | - |
|
| 414 |
-
| 8.5673 | 14650 | 0.0155 | - |
|
| 415 |
-
| 8.5965 | 14700 | 0.0168 | - |
|
| 416 |
-
| 8.6257 | 14750 | 0.0179 | - |
|
| 417 |
-
| 8.6550 | 14800 | 0.0162 | - |
|
| 418 |
-
| 8.6842 | 14850 | 0.0181 | - |
|
| 419 |
-
| 8.7135 | 14900 | 0.017 | - |
|
| 420 |
-
| 8.7427 | 14950 | 0.0169 | - |
|
| 421 |
-
| 8.7719 | 15000 | 0.0177 | - |
|
| 422 |
-
| 8.8012 | 15050 | 0.0174 | - |
|
| 423 |
-
| 8.8304 | 15100 | 0.015 | - |
|
| 424 |
-
| 8.8596 | 15150 | 0.0159 | - |
|
| 425 |
-
| 8.8889 | 15200 | 0.0191 | - |
|
| 426 |
-
| 8.9181 | 15250 | 0.0168 | - |
|
| 427 |
-
| 8.9474 | 15300 | 0.0147 | - |
|
| 428 |
-
| 8.9766 | 15350 | 0.0166 | - |
|
| 429 |
-
| 9.0058 | 15400 | 0.0163 | - |
|
| 430 |
-
| 9.0351 | 15450 | 0.0156 | - |
|
| 431 |
-
| 9.0643 | 15500 | 0.0171 | - |
|
| 432 |
-
| 9.0936 | 15550 | 0.0168 | - |
|
| 433 |
-
| 9.1228 | 15600 | 0.0174 | - |
|
| 434 |
-
| 9.1520 | 15650 | 0.0152 | - |
|
| 435 |
-
| 9.1813 | 15700 | 0.017 | - |
|
| 436 |
-
| 9.2105 | 15750 | 0.0172 | - |
|
| 437 |
-
| 9.2398 | 15800 | 0.0149 | - |
|
| 438 |
-
| 9.2690 | 15850 | 0.0172 | - |
|
| 439 |
-
| 9.2982 | 15900 | 0.0161 | - |
|
| 440 |
-
| 9.3275 | 15950 | 0.0174 | - |
|
| 441 |
-
| 9.3567 | 16000 | 0.0181 | - |
|
| 442 |
-
| 9.3860 | 16050 | 0.0167 | - |
|
| 443 |
-
| 9.4152 | 16100 | 0.0159 | - |
|
| 444 |
-
| 9.4444 | 16150 | 0.0157 | - |
|
| 445 |
-
| 9.4737 | 16200 | 0.0174 | - |
|
| 446 |
-
| 9.5029 | 16250 | 0.0155 | - |
|
| 447 |
-
| 9.5322 | 16300 | 0.0158 | - |
|
| 448 |
-
| 9.5614 | 16350 | 0.0164 | - |
|
| 449 |
-
| 9.5906 | 16400 | 0.0165 | - |
|
| 450 |
-
| 9.6199 | 16450 | 0.0164 | - |
|
| 451 |
-
| 9.6491 | 16500 | 0.0155 | - |
|
| 452 |
-
| 9.6784 | 16550 | 0.0164 | - |
|
| 453 |
-
| 9.7076 | 16600 | 0.016 | - |
|
| 454 |
-
| 9.7368 | 16650 | 0.0154 | - |
|
| 455 |
-
| 9.7661 | 16700 | 0.0171 | - |
|
| 456 |
-
| 9.7953 | 16750 | 0.0173 | - |
|
| 457 |
-
| 9.8246 | 16800 | 0.0158 | - |
|
| 458 |
-
| 9.8538 | 16850 | 0.0169 | - |
|
| 459 |
-
| 9.8830 | 16900 | 0.0163 | - |
|
| 460 |
-
| 9.9123 | 16950 | 0.0177 | - |
|
| 461 |
-
| 9.9415 | 17000 | 0.0167 | - |
|
| 462 |
-
| 9.9708 | 17050 | 0.0172 | - |
|
| 463 |
-
| 10.0 | 17100 | 0.0172 | - |
|
| 464 |
-
|
| 465 |
### Framework Versions
|
| 466 |
- Python: 3.10.8
|
| 467 |
- SetFit: 1.1.2
|
|
|
|
| 115 |
- eval_max_steps: -1
|
| 116 |
- load_best_model_at_end: False
|
| 117 |
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| 118 |
### Framework Versions
|
| 119 |
- Python: 3.10.8
|
| 120 |
- SetFit: 1.1.2
|