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---
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr-9
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# detr-9
This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9548
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:------:|:------:|:---------------:|
| No log | 0.68 | 100 | 3.2412 |
| 3.9658 | 1.36 | 200 | 3.0423 |
| 3.063 | 2.04 | 300 | 2.8348 |
| 3.063 | 2.72 | 400 | 2.8693 |
| 2.8954 | 3.4 | 500 | 2.6293 |
| 2.7743 | 4.08 | 600 | 2.6178 |
| 2.7743 | 4.76 | 700 | 2.5513 |
| 2.6323 | 5.44 | 800 | 2.5795 |
| 2.6396 | 6.12 | 900 | 2.3751 |
| 2.6396 | 6.8 | 1000 | 2.3357 |
| 2.4932 | 7.48 | 1100 | 2.3184 |
| 2.4299 | 8.16 | 1200 | 2.2754 |
| 2.4299 | 8.84 | 1300 | 2.2419 |
| 2.3508 | 9.52 | 1400 | 2.1568 |
| 2.2593 | 10.2 | 1500 | 2.1253 |
| 2.2593 | 10.88 | 1600 | 2.1364 |
| 2.2376 | 11.56 | 1700 | 2.1320 |
| 2.1749 | 12.24 | 1800 | 2.0464 |
| 2.1749 | 12.93 | 1900 | 2.0201 |
| 2.0878 | 13.61 | 2000 | 2.1603 |
| 2.0701 | 14.29 | 2100 | 1.9910 |
| 2.0701 | 14.97 | 2200 | 1.9665 |
| 2.007 | 15.65 | 2300 | 1.8944 |
| 1.9432 | 16.33 | 2400 | 1.8717 |
| 1.9552 | 17.01 | 2500 | 1.9168 |
| 1.9552 | 17.69 | 2600 | 1.8580 |
| 1.905 | 18.37 | 2700 | 1.8306 |
| 1.8821 | 19.05 | 2800 | 1.8386 |
| 1.8821 | 19.73 | 2900 | 1.8215 |
| 1.8569 | 20.41 | 3000 | 1.7825 |
| 1.8083 | 21.09 | 3100 | 1.7335 |
| 1.8083 | 21.77 | 3200 | 1.7117 |
| 1.7617 | 22.45 | 3300 | 1.7170 |
| 1.7304 | 23.13 | 3400 | 1.7235 |
| 1.7304 | 23.81 | 3500 | 1.6907 |
| 1.7165 | 24.49 | 3600 | 1.6281 |
| 1.6793 | 25.17 | 3700 | 1.5950 |
| 1.6793 | 25.85 | 3800 | 1.5856 |
| 1.656 | 26.53 | 3900 | 1.6097 |
| 1.6229 | 27.21 | 4000 | 1.5895 |
| 1.6229 | 27.89 | 4100 | 1.6217 |
| 1.6292 | 28.57 | 4200 | 1.5542 |
| 1.5697 | 29.25 | 4300 | 1.6426 |
| 1.5697 | 29.93 | 4400 | 1.6292 |
| 1.6189 | 30.61 | 4500 | 1.5757 |
| 1.573 | 31.29 | 4600 | 1.5476 |
| 1.573 | 31.97 | 4700 | 1.5437 |
| 1.5273 | 32.65 | 4800 | 1.5518 |
| 1.5054 | 33.33 | 4900 | 1.4695 |
| 1.4757 | 34.01 | 5000 | 1.5011 |
| 1.4757 | 34.69 | 5100 | 1.4744 |
| 1.4538 | 35.37 | 5200 | 1.4481 |
| 1.4319 | 36.05 | 5300 | 1.4195 |
| 1.4319 | 36.73 | 5400 | 1.5335 |
| 1.3979 | 37.41 | 5500 | 1.3619 |
| 1.3775 | 38.1 | 5600 | 1.4305 |
| 1.3775 | 38.78 | 5700 | 1.3961 |
| 1.3914 | 39.46 | 5800 | 1.3965 |
| 1.3373 | 40.14 | 5900 | 1.3740 |
| 1.3373 | 40.82 | 6000 | 1.4195 |
| 1.3315 | 41.5 | 6100 | 1.4008 |
| 1.3288 | 42.18 | 6200 | 1.3568 |
| 1.3288 | 42.86 | 6300 | 1.3631 |
| 1.2927 | 43.54 | 6400 | 1.3045 |
| 1.2694 | 44.22 | 6500 | 1.3606 |
| 1.2694 | 44.9 | 6600 | 1.3045 |
| 1.2487 | 45.58 | 6700 | 1.3688 |
| 1.2544 | 46.26 | 6800 | 1.2831 |
| 1.2544 | 46.94 | 6900 | 1.2673 |
| 1.2359 | 47.62 | 7000 | 1.2622 |
| 1.2207 | 48.3 | 7100 | 1.2208 |
| 1.2207 | 48.98 | 7200 | 1.2399 |
| 1.2011 | 49.66 | 7300 | 1.2899 |
| 1.1915 | 50.34 | 7400 | 1.2599 |
| 1.1742 | 51.02 | 7500 | 1.1938 |
| 1.1742 | 51.7 | 7600 | 1.2566 |
| 1.1587 | 52.38 | 7700 | 1.1858 |
| 1.1431 | 53.06 | 7800 | 1.2510 |
| 1.1431 | 53.74 | 7900 | 1.1766 |
| 1.1473 | 54.42 | 8000 | 1.1920 |
| 1.1406 | 55.1 | 8100 | 1.3181 |
| 1.1406 | 55.78 | 8200 | 1.2287 |
| 1.1288 | 56.46 | 8300 | 1.1828 |
| 1.1058 | 57.14 | 8400 | 1.3380 |
| 1.1058 | 57.82 | 8500 | 1.3039 |
| 1.1011 | 58.5 | 8600 | 1.1949 |
| 1.0685 | 59.18 | 8700 | 1.1771 |
| 1.0685 | 59.86 | 8800 | 1.1391 |
| 1.077 | 60.54 | 8900 | 1.1271 |
| 1.0787 | 61.22 | 9000 | 1.1005 |
| 1.0787 | 61.9 | 9100 | 1.1096 |
| 1.0493 | 62.59 | 9200 | 1.1689 |
| 1.0428 | 63.27 | 9300 | 1.1353 |
| 1.0428 | 63.95 | 9400 | 1.1348 |
| 1.1068 | 64.63 | 9500 | 1.1882 |
| 1.0131 | 65.31 | 9600 | 1.2055 |
| 1.0131 | 65.99 | 9700 | 1.0887 |
| 1.0127 | 66.67 | 9800 | 1.1398 |
| 1.0163 | 67.35 | 9900 | 1.0899 |
| 1.0039 | 68.03 | 10000 | 1.0990 |
| 1.0039 | 68.71 | 10100 | 1.1135 |
| 1.0104 | 69.39 | 10200 | 1.1319 |
| 1.0014 | 70.07 | 10300 | 1.1386 |
| 1.0014 | 70.75 | 10400 | 1.1442 |
| 0.9976 | 71.43 | 10500 | 1.2050 |
| 0.9616 | 72.11 | 10600 | 1.0659 |
| 0.9616 | 72.79 | 10700 | 1.1428 |
| 0.9801 | 73.47 | 10800 | 1.1244 |
| 0.9548 | 74.15 | 10900 | 1.1127 |
| 0.9548 | 74.83 | 11000 | 1.1491 |
| 0.9669 | 75.51 | 11100 | 1.0919 |
| 0.9556 | 76.19 | 11200 | 1.1382 |
| 0.9556 | 76.87 | 11300 | 1.1156 |
| 0.919 | 77.55 | 11400 | 1.0326 |
| 0.9121 | 78.23 | 11500 | 1.1168 |
| 0.9121 | 78.91 | 11600 | 1.1301 |
| 0.9038 | 79.59 | 11700 | 1.1149 |
| 0.8933 | 80.27 | 11800 | 1.0959 |
| 0.8933 | 80.95 | 11900 | 1.1232 |
| 0.8999 | 81.63 | 12000 | 1.0805 |
| 0.8931 | 82.31 | 12100 | 1.1335 |
| 0.8931 | 82.99 | 12200 | 1.1315 |
| 0.8815 | 83.67 | 12300 | 1.0665 |
| 0.8694 | 84.35 | 12400 | 1.0750 |
| 0.8793 | 85.03 | 12500 | 1.0751 |
| 0.8793 | 85.71 | 12600 | 1.0839 |
| 0.9073 | 86.39 | 12700 | 1.1007 |
| 0.8811 | 87.07 | 12800 | 1.0817 |
| 0.8811 | 87.76 | 12900 | 1.0797 |
| 0.8407 | 88.44 | 13000 | 1.1029 |
| 0.8772 | 89.12 | 13100 | 1.0542 |
| 0.8772 | 89.8 | 13200 | 1.0271 |
| 0.8447 | 90.48 | 13300 | 1.0275 |
| 0.8392 | 91.16 | 13400 | 0.9989 |
| 0.8392 | 91.84 | 13500 | 1.0119 |
| 0.8329 | 92.52 | 13600 | 1.0015 |
| 0.8392 | 93.2 | 13700 | 1.0249 |
| 0.8392 | 93.88 | 13800 | 1.0294 |
| 0.8175 | 94.56 | 13900 | 1.0980 |
| 0.8401 | 95.24 | 14000 | 1.0724 |
| 0.8401 | 95.92 | 14100 | 1.0085 |
| 0.8262 | 96.6 | 14200 | 1.0564 |
| 0.8007 | 97.28 | 14300 | 1.0666 |
| 0.8007 | 97.96 | 14400 | 1.0119 |
| 0.8013 | 98.64 | 14500 | 1.1449 |
| 0.7966 | 99.32 | 14600 | 1.0698 |
| 0.7966 | 100.0 | 14700 | 1.0514 |
| 0.7963 | 100.68 | 14800 | 0.9480 |
| 0.7939 | 101.36 | 14900 | 0.9131 |
| 0.7782 | 102.04 | 15000 | 0.9641 |
| 0.7782 | 102.72 | 15100 | 0.9714 |
| 0.7767 | 103.4 | 15200 | 1.0656 |
| 0.7762 | 104.08 | 15300 | 1.0194 |
| 0.7762 | 104.76 | 15400 | 1.0062 |
| 0.7929 | 105.44 | 15500 | 1.0862 |
| 0.7757 | 106.12 | 15600 | 1.0567 |
| 0.7757 | 106.8 | 15700 | 0.9659 |
| 0.7799 | 107.48 | 15800 | 0.9637 |
| 0.7736 | 108.16 | 15900 | 0.9711 |
| 0.7736 | 108.84 | 16000 | 1.0166 |
| 0.7483 | 109.52 | 16100 | 1.0213 |
| 0.7381 | 110.2 | 16200 | 0.9550 |
| 0.7381 | 110.88 | 16300 | 0.9763 |
| 0.7287 | 111.56 | 16400 | 0.9390 |
| 0.7327 | 112.24 | 16500 | 1.0193 |
| 0.7327 | 112.93 | 16600 | 0.9088 |
| 0.7377 | 113.61 | 16700 | 0.9728 |
| 0.7109 | 114.29 | 16800 | 1.0400 |
| 0.7109 | 114.97 | 16900 | 1.0058 |
| 0.717 | 115.65 | 17000 | 0.9745 |
| 0.7187 | 116.33 | 17100 | 1.0387 |
| 0.7097 | 117.01 | 17200 | 0.9599 |
| 0.7097 | 117.69 | 17300 | 1.0639 |
| 0.7072 | 118.37 | 17400 | 1.0272 |
| 0.7124 | 119.05 | 17500 | 0.9891 |
| 0.7124 | 119.73 | 17600 | 0.9851 |
| 0.6856 | 120.41 | 17700 | 0.9980 |
| 0.6781 | 121.09 | 17800 | 1.0234 |
| 0.6781 | 121.77 | 17900 | 1.0307 |
| 0.6827 | 122.45 | 18000 | 0.9978 |
| 0.6793 | 123.13 | 18100 | 0.9692 |
| 0.6793 | 123.81 | 18200 | 0.9417 |
| 0.6867 | 124.49 | 18300 | 0.9869 |
| 0.6744 | 125.17 | 18400 | 0.9923 |
| 0.6744 | 125.85 | 18500 | 0.9756 |
| 0.6593 | 126.53 | 18600 | 0.9938 |
| 0.6488 | 127.21 | 18700 | 0.9382 |
| 0.6488 | 127.89 | 18800 | 0.9534 |
| 0.644 | 128.57 | 18900 | 0.9072 |
| 0.6725 | 129.25 | 19000 | 1.0747 |
| 0.6725 | 129.93 | 19100 | 0.9569 |
| 0.656 | 130.61 | 19200 | 0.9673 |
| 0.6653 | 131.29 | 19300 | 0.9582 |
| 0.6653 | 131.97 | 19400 | 0.9470 |
| 0.6719 | 132.65 | 19500 | 0.9331 |
| 0.6665 | 133.33 | 19600 | 0.9860 |
| 0.6533 | 134.01 | 19700 | 1.0467 |
| 0.6533 | 134.69 | 19800 | 1.0140 |
| 0.6489 | 135.37 | 19900 | 0.9366 |
| 0.6546 | 136.05 | 20000 | 0.9923 |
| 0.6546 | 136.73 | 20100 | 1.1226 |
| 0.6501 | 137.41 | 20200 | 0.9184 |
| 0.6487 | 138.1 | 20300 | 1.0354 |
| 0.6487 | 138.78 | 20400 | 1.0149 |
| 0.6462 | 139.46 | 20500 | 0.9540 |
| 0.6413 | 140.14 | 20600 | 1.0019 |
| 0.6413 | 140.82 | 20700 | 0.9481 |
| 0.6563 | 141.5 | 20800 | 0.9663 |
| 0.6485 | 142.18 | 20900 | 0.9496 |
| 0.6485 | 142.86 | 21000 | 0.9743 |
| 0.6489 | 143.54 | 21100 | 1.0144 |
| 0.6493 | 144.22 | 21200 | 0.9667 |
| 0.6493 | 144.9 | 21300 | 0.9665 |
| 0.6385 | 145.58 | 21400 | 1.0027 |
| 0.6337 | 146.26 | 21500 | 0.9546 |
| 0.6337 | 146.94 | 21600 | 1.0924 |
| 0.6199 | 147.62 | 21700 | 0.9781 |
| 0.6389 | 148.3 | 21800 | 1.0117 |
| 0.6389 | 148.98 | 21900 | 0.9892 |
| 0.638 | 149.66 | 22000 | 0.9263 |
| 0.615 | 150.34 | 22100 | 0.9498 |
| 0.6052 | 151.02 | 22200 | 0.9727 |
| 0.6052 | 151.7 | 22300 | 0.9810 |
| 0.6144 | 152.38 | 22400 | 0.9167 |
| 0.6024 | 153.06 | 22500 | 0.9862 |
| 0.6024 | 153.74 | 22600 | 1.0106 |
| 0.6015 | 154.42 | 22700 | 1.0130 |
| 0.5847 | 155.1 | 22800 | 1.0303 |
| 0.5847 | 155.78 | 22900 | 0.9814 |
| 0.6149 | 156.46 | 23000 | 0.8867 |
| 0.5985 | 157.14 | 23100 | 0.9578 |
| 0.5985 | 157.82 | 23200 | 1.0177 |
| 0.6023 | 158.5 | 23300 | 0.9790 |
| 0.5924 | 159.18 | 23400 | 0.9915 |
| 0.5924 | 159.86 | 23500 | 0.9732 |
| 0.5974 | 160.54 | 23600 | 0.9765 |
| 0.6002 | 161.22 | 23700 | 0.9913 |
| 0.6002 | 161.9 | 23800 | 1.0328 |
| 0.5858 | 162.59 | 23900 | 0.9185 |
| 0.5894 | 163.27 | 24000 | 0.9617 |
| 0.5894 | 163.95 | 24100 | 0.9610 |
| 0.5677 | 164.63 | 24200 | 0.9228 |
| 0.5782 | 165.31 | 24300 | 0.9632 |
| 0.5782 | 165.99 | 24400 | 0.9346 |
| 0.5772 | 166.67 | 24500 | 1.0165 |
| 0.5823 | 167.35 | 24600 | 1.0094 |
| 0.5719 | 168.03 | 24700 | 0.9632 |
| 0.5719 | 168.71 | 24800 | 0.9426 |
| 0.5629 | 169.39 | 24900 | 0.9430 |
| 0.5665 | 170.07 | 25000 | 0.9907 |
| 0.5665 | 170.75 | 25100 | 0.9612 |
| 0.5634 | 171.43 | 25200 | 1.0117 |
| 0.5662 | 172.11 | 25300 | 1.0252 |
| 0.5662 | 172.79 | 25400 | 0.9665 |
| 0.5645 | 173.47 | 25500 | 0.9646 |
| 0.5567 | 174.15 | 25600 | 0.9745 |
| 0.5567 | 174.83 | 25700 | 0.9662 |
| 0.5676 | 175.51 | 25800 | 0.9624 |
| 0.5614 | 176.19 | 25900 | 0.9740 |
| 0.5614 | 176.87 | 26000 | 0.9564 |
| 0.5498 | 177.55 | 26100 | 0.9050 |
| 0.5664 | 178.23 | 26200 | 0.9700 |
| 0.5664 | 178.91 | 26300 | 1.0037 |
| 0.5471 | 179.59 | 26400 | 0.9914 |
| 0.5366 | 180.27 | 26500 | 1.0204 |
| 0.5366 | 180.95 | 26600 | 0.9942 |
| 0.5436 | 181.63 | 26700 | 0.9809 |
| 0.5703 | 182.31 | 26800 | 1.0165 |
| 0.5703 | 182.99 | 26900 | 0.9786 |
| 0.549 | 183.67 | 27000 | 1.0115 |
| 0.5397 | 184.35 | 27100 | 1.0087 |
| 0.5344 | 185.03 | 27200 | 0.9985 |
| 0.5344 | 185.71 | 27300 | 0.9601 |
| 0.5346 | 186.39 | 27400 | 0.9388 |
| 0.5548 | 187.07 | 27500 | 0.9791 |
| 0.5548 | 187.76 | 27600 | 0.9298 |
| 0.5437 | 188.44 | 27700 | 1.0127 |
| 0.5551 | 189.12 | 27800 | 0.9693 |
| 0.5551 | 189.8 | 27900 | 0.9636 |
| 0.5438 | 190.48 | 28000 | 0.9502 |
| 0.5263 | 191.16 | 28100 | 0.9204 |
| 0.5263 | 191.84 | 28200 | 0.9547 |
| 0.5232 | 192.52 | 28300 | 0.9199 |
| 0.525 | 193.2 | 28400 | 1.0316 |
| 0.525 | 193.88 | 28500 | 0.9328 |
| 0.5372 | 194.56 | 28600 | 0.9614 |
| 0.5478 | 195.24 | 28700 | 0.9657 |
| 0.5478 | 195.92 | 28800 | 0.9648 |
| 0.5401 | 196.6 | 28900 | 0.9427 |
| 0.5338 | 197.28 | 29000 | 0.9627 |
| 0.5338 | 197.96 | 29100 | 0.9876 |
| 0.5131 | 198.64 | 29200 | 0.9777 |
| 0.522 | 199.32 | 29300 | 1.0747 |
| 0.522 | 200.0 | 29400 | 1.0181 |
| 0.5275 | 200.68 | 29500 | 0.9527 |
| 0.5342 | 201.36 | 29600 | 1.0019 |
| 0.5297 | 202.04 | 29700 | 0.9576 |
| 0.5297 | 202.72 | 29800 | 0.9968 |
| 0.5367 | 203.4 | 29900 | 0.9542 |
| 0.5148 | 204.08 | 30000 | 0.9250 |
| 0.5148 | 204.76 | 30100 | 1.0072 |
| 0.5176 | 205.44 | 30200 | 0.9485 |
| 0.5125 | 206.12 | 30300 | 0.9220 |
| 0.5125 | 206.8 | 30400 | 0.9326 |
| 0.5075 | 207.48 | 30500 | 0.9153 |
| 0.5084 | 208.16 | 30600 | 0.9837 |
| 0.5084 | 208.84 | 30700 | 0.9482 |
| 0.503 | 209.52 | 30800 | 0.9677 |
| 0.5001 | 210.2 | 30900 | 0.9626 |
| 0.5001 | 210.88 | 31000 | 0.9106 |
| 0.5115 | 211.56 | 31100 | 1.0392 |
| 0.5012 | 212.24 | 31200 | 0.9873 |
| 0.5012 | 212.93 | 31300 | 0.9727 |
| 0.5122 | 213.61 | 31400 | 1.0177 |
| 0.4997 | 214.29 | 31500 | 0.9833 |
| 0.4997 | 214.97 | 31600 | 0.9190 |
| 0.5147 | 215.65 | 31700 | 0.9619 |
| 0.5122 | 216.33 | 31800 | 0.8989 |
| 0.4964 | 217.01 | 31900 | 0.8954 |
| 0.4964 | 217.69 | 32000 | 0.9823 |
| 0.4953 | 218.37 | 32100 | 1.0035 |
| 0.4951 | 219.05 | 32200 | 0.9277 |
| 0.4951 | 219.73 | 32300 | 0.9064 |
| 0.5088 | 220.41 | 32400 | 0.9687 |
| 0.5003 | 221.09 | 32500 | 1.0024 |
| 0.5003 | 221.77 | 32600 | 0.9359 |
| 0.5013 | 222.45 | 32700 | 0.8833 |
| 0.5002 | 223.13 | 32800 | 0.8583 |
| 0.5002 | 223.81 | 32900 | 0.8660 |
| 0.4936 | 224.49 | 33000 | 0.8381 |
| 0.4919 | 225.17 | 33100 | 0.8624 |
| 0.4919 | 225.85 | 33200 | 0.8423 |
| 0.5002 | 226.53 | 33300 | 0.8991 |
| 0.4781 | 227.21 | 33400 | 0.9186 |
| 0.4781 | 227.89 | 33500 | 0.8910 |
| 0.4823 | 228.57 | 33600 | 0.9290 |
| 0.4899 | 229.25 | 33700 | 0.9599 |
| 0.4899 | 229.93 | 33800 | 0.8219 |
| 0.4986 | 230.61 | 33900 | 0.8769 |
| 0.4837 | 231.29 | 34000 | 0.9619 |
| 0.4837 | 231.97 | 34100 | 0.9140 |
| 0.4838 | 232.65 | 34200 | 0.9978 |
| 0.491 | 233.33 | 34300 | 0.9176 |
| 0.4786 | 234.01 | 34400 | 0.9227 |
| 0.4786 | 234.69 | 34500 | 0.9498 |
| 0.4754 | 235.37 | 34600 | 0.9387 |
| 0.476 | 236.05 | 34700 | 0.9002 |
| 0.476 | 236.73 | 34800 | 0.9502 |
| 0.4869 | 237.41 | 34900 | 0.9350 |
| 0.4638 | 238.1 | 35000 | 0.9066 |
| 0.4638 | 238.78 | 35100 | 0.8994 |
| 0.4748 | 239.46 | 35200 | 0.9009 |
| 0.4617 | 240.14 | 35300 | 0.9449 |
| 0.4617 | 240.82 | 35400 | 0.9188 |
| 0.47 | 241.5 | 35500 | 0.9288 |
| 0.4572 | 242.18 | 35600 | 0.9002 |
| 0.4572 | 242.86 | 35700 | 0.9040 |
| 0.4687 | 243.54 | 35800 | 0.9652 |
| 0.4808 | 244.22 | 35900 | 0.9639 |
| 0.4808 | 244.9 | 36000 | 0.8987 |
| 0.4647 | 245.58 | 36100 | 0.8977 |
| 0.4728 | 246.26 | 36200 | 0.9150 |
| 0.4728 | 246.94 | 36300 | 0.8753 |
| 0.464 | 247.62 | 36400 | 0.9486 |
| 0.4628 | 248.3 | 36500 | 0.8833 |
| 0.4628 | 248.98 | 36600 | 0.9540 |
| 0.4692 | 249.66 | 36700 | 0.8930 |
| 0.4732 | 250.34 | 36800 | 0.9098 |
| 0.4552 | 251.02 | 36900 | 0.9363 |
| 0.4552 | 251.7 | 37000 | 0.9720 |
| 0.458 | 252.38 | 37100 | 0.8646 |
| 0.4576 | 253.06 | 37200 | 0.9070 |
| 0.4576 | 253.74 | 37300 | 0.9384 |
| 0.4575 | 254.42 | 37400 | 0.8082 |
| 0.4673 | 255.1 | 37500 | 0.9216 |
| 0.4673 | 255.78 | 37600 | 0.8547 |
| 0.4685 | 256.46 | 37700 | 0.9245 |
| 0.4593 | 257.14 | 37800 | 0.9047 |
| 0.4593 | 257.82 | 37900 | 0.8846 |
| 0.4549 | 258.5 | 38000 | 0.9293 |
| 0.4573 | 259.18 | 38100 | 0.8907 |
| 0.4573 | 259.86 | 38200 | 0.9024 |
| 0.463 | 260.54 | 38300 | 0.9144 |
| 0.4549 | 261.22 | 38400 | 0.9190 |
| 0.4549 | 261.9 | 38500 | 0.8713 |
| 0.4459 | 262.59 | 38600 | 0.8938 |
| 0.4625 | 263.27 | 38700 | 0.8699 |
| 0.4625 | 263.95 | 38800 | 0.8854 |
| 0.4379 | 264.63 | 38900 | 0.8578 |
| 0.4458 | 265.31 | 39000 | 0.9256 |
| 0.4458 | 265.99 | 39100 | 0.9711 |
| 0.4438 | 266.67 | 39200 | 0.9254 |
| 0.4515 | 267.35 | 39300 | 0.9599 |
| 0.4565 | 268.03 | 39400 | 0.9208 |
| 0.4565 | 268.71 | 39500 | 0.9153 |
| 0.4586 | 269.39 | 39600 | 0.8639 |
| 0.4368 | 270.07 | 39700 | 0.8932 |
| 0.4368 | 270.75 | 39800 | 0.9732 |
| 0.4458 | 271.43 | 39900 | 1.0161 |
| 0.4452 | 272.11 | 40000 | 0.9847 |
| 0.4452 | 272.79 | 40100 | 0.9129 |
| 0.4499 | 273.47 | 40200 | 0.9575 |
| 0.4308 | 274.15 | 40300 | 0.9167 |
| 0.4308 | 274.83 | 40400 | 0.9678 |
| 0.4399 | 275.51 | 40500 | 0.9841 |
| 0.4355 | 276.19 | 40600 | 0.9262 |
| 0.4355 | 276.87 | 40700 | 0.9440 |
| 0.4312 | 277.55 | 40800 | 0.9780 |
| 0.4259 | 278.23 | 40900 | 0.9153 |
| 0.4259 | 278.91 | 41000 | 0.9735 |
| 0.4354 | 279.59 | 41100 | 0.9483 |
| 0.4318 | 280.27 | 41200 | 0.9608 |
| 0.4318 | 280.95 | 41300 | 0.9413 |
| 0.438 | 281.63 | 41400 | 0.9569 |
| 0.4388 | 282.31 | 41500 | 0.9049 |
| 0.4388 | 282.99 | 41600 | 0.8986 |
| 0.4438 | 283.67 | 41700 | 0.9700 |
| 0.4368 | 284.35 | 41800 | 0.9049 |
| 0.4371 | 285.03 | 41900 | 0.8275 |
| 0.4371 | 285.71 | 42000 | 1.0013 |
| 0.4497 | 286.39 | 42100 | 0.9242 |
| 0.4601 | 287.07 | 42200 | 0.9197 |
| 0.4601 | 287.76 | 42300 | 0.8905 |
| 0.4428 | 288.44 | 42400 | 0.8584 |
| 0.4369 | 289.12 | 42500 | 0.8881 |
| 0.4369 | 289.8 | 42600 | 0.9121 |
| 0.4325 | 290.48 | 42700 | 0.8598 |
| 0.4266 | 291.16 | 42800 | 0.9031 |
| 0.4266 | 291.84 | 42900 | 0.8444 |
| 0.4218 | 292.52 | 43000 | 0.8966 |
| 0.4252 | 293.2 | 43100 | 0.9224 |
| 0.4252 | 293.88 | 43200 | 1.0000 |
| 0.4231 | 294.56 | 43300 | 0.9438 |
| 0.4204 | 295.24 | 43400 | 0.8706 |
| 0.4204 | 295.92 | 43500 | 0.8563 |
| 0.4207 | 296.6 | 43600 | 0.9680 |
| 0.4247 | 297.28 | 43700 | 0.8682 |
| 0.4247 | 297.96 | 43800 | 0.9071 |
| 0.4247 | 298.64 | 43900 | 0.8642 |
| 0.4183 | 299.32 | 44000 | 0.8874 |
| 0.4183 | 300.0 | 44100 | 0.9027 |
| 0.4352 | 300.68 | 44200 | 0.8447 |
| 0.4241 | 301.36 | 44300 | 0.9028 |
| 0.4266 | 302.04 | 44400 | 0.9055 |
| 0.4266 | 302.72 | 44500 | 0.9251 |
| 0.4183 | 303.4 | 44600 | 0.9440 |
| 0.4148 | 304.08 | 44700 | 0.9566 |
| 0.4148 | 304.76 | 44800 | 0.8994 |
| 0.4217 | 305.44 | 44900 | 1.0046 |
| 0.4165 | 306.12 | 45000 | 0.8346 |
| 0.4165 | 306.8 | 45100 | 0.8727 |
| 0.4129 | 307.48 | 45200 | 0.9284 |
| 0.408 | 308.16 | 45300 | 0.9695 |
| 0.408 | 308.84 | 45400 | 0.9798 |
| 0.3986 | 309.52 | 45500 | 0.9456 |
| 0.4219 | 310.2 | 45600 | 0.9017 |
| 0.4219 | 310.88 | 45700 | 0.9370 |
| 0.422 | 311.56 | 45800 | 0.8430 |
| 0.415 | 312.24 | 45900 | 0.9242 |
| 0.415 | 312.93 | 46000 | 0.9381 |
| 0.4173 | 313.61 | 46100 | 0.8775 |
| 0.4204 | 314.29 | 46200 | 0.9259 |
| 0.4204 | 314.97 | 46300 | 0.9272 |
| 0.4073 | 315.65 | 46400 | 0.8997 |
| 0.4137 | 316.33 | 46500 | 0.9177 |
| 0.4043 | 317.01 | 46600 | 0.9592 |
| 0.4043 | 317.69 | 46700 | 0.9665 |
| 0.4224 | 318.37 | 46800 | 0.8610 |
| 0.415 | 319.05 | 46900 | 0.8602 |
| 0.415 | 319.73 | 47000 | 0.9231 |
| 0.4103 | 320.41 | 47100 | 0.9351 |
| 0.4162 | 321.09 | 47200 | 0.9975 |
| 0.4162 | 321.77 | 47300 | 0.9037 |
| 0.4083 | 322.45 | 47400 | 0.8951 |
| 0.4173 | 323.13 | 47500 | 0.9530 |
| 0.4173 | 323.81 | 47600 | 0.8620 |
| 0.4124 | 324.49 | 47700 | 0.9234 |
| 0.413 | 325.17 | 47800 | 0.9347 |
| 0.413 | 325.85 | 47900 | 0.9841 |
| 0.4117 | 326.53 | 48000 | 0.9996 |
| 0.4127 | 327.21 | 48100 | 0.9128 |
| 0.4127 | 327.89 | 48200 | 0.8949 |
| 0.3967 | 328.57 | 48300 | 0.9390 |
| 0.4068 | 329.25 | 48400 | 0.9034 |
| 0.4068 | 329.93 | 48500 | 0.9314 |
| 0.4086 | 330.61 | 48600 | 0.9609 |
| 0.4143 | 331.29 | 48700 | 0.9333 |
| 0.4143 | 331.97 | 48800 | 0.9294 |
| 0.4144 | 332.65 | 48900 | 0.8984 |
| 0.4077 | 333.33 | 49000 | 1.0073 |
| 0.3953 | 334.01 | 49100 | 0.9610 |
| 0.3953 | 334.69 | 49200 | 0.9907 |
| 0.3961 | 335.37 | 49300 | 0.9689 |
| 0.4122 | 336.05 | 49400 | 0.9386 |
| 0.4122 | 336.73 | 49500 | 0.9186 |
| 0.3946 | 337.41 | 49600 | 0.9927 |
| 0.4021 | 338.1 | 49700 | 1.0131 |
| 0.4021 | 338.78 | 49800 | 1.0783 |
| 0.4039 | 339.46 | 49900 | 0.9340 |
| 0.3989 | 340.14 | 50000 | 0.9544 |
| 0.3989 | 340.82 | 50100 | 0.9124 |
| 0.4054 | 341.5 | 50200 | 0.9842 |
| 0.4059 | 342.18 | 50300 | 0.9947 |
| 0.4059 | 342.86 | 50400 | 0.9687 |
| 0.403 | 343.54 | 50500 | 0.9740 |
| 0.3969 | 344.22 | 50600 | 0.9313 |
| 0.3969 | 344.9 | 50700 | 0.9186 |
| 0.4034 | 345.58 | 50800 | 0.9666 |
| 0.4101 | 346.26 | 50900 | 0.8962 |
| 0.4101 | 346.94 | 51000 | 0.9590 |
| 0.4141 | 347.62 | 51100 | 0.9583 |
| 0.4029 | 348.3 | 51200 | 0.9203 |
| 0.4029 | 348.98 | 51300 | 0.9875 |
| 0.4141 | 349.66 | 51400 | 0.9645 |
| 0.3974 | 350.34 | 51500 | 0.9310 |
| 0.3881 | 351.02 | 51600 | 0.9739 |
| 0.3881 | 351.7 | 51700 | 0.9420 |
| 0.384 | 352.38 | 51800 | 0.9549 |
| 0.3902 | 353.06 | 51900 | 0.9647 |
| 0.3902 | 353.74 | 52000 | 0.9604 |
| 0.3846 | 354.42 | 52100 | 0.9756 |
| 0.3906 | 355.1 | 52200 | 0.9419 |
| 0.3906 | 355.78 | 52300 | 0.9461 |
| 0.3712 | 356.46 | 52400 | 0.9420 |
| 0.3769 | 357.14 | 52500 | 0.9315 |
| 0.3769 | 357.82 | 52600 | 0.9119 |
| 0.3896 | 358.5 | 52700 | 0.9798 |
| 0.3787 | 359.18 | 52800 | 0.9941 |
| 0.3787 | 359.86 | 52900 | 0.9364 |
| 0.3903 | 360.54 | 53000 | 0.9152 |
| 0.3823 | 361.22 | 53100 | 0.9817 |
| 0.3823 | 361.9 | 53200 | 0.9087 |
| 0.378 | 362.59 | 53300 | 0.9299 |
| 0.3882 | 363.27 | 53400 | 0.9989 |
| 0.3882 | 363.95 | 53500 | 0.9168 |
| 0.3787 | 364.63 | 53600 | 0.9464 |
| 0.3835 | 365.31 | 53700 | 0.9010 |
| 0.3835 | 365.99 | 53800 | 0.8880 |
| 0.3751 | 366.67 | 53900 | 0.9004 |
| 0.3745 | 367.35 | 54000 | 0.9491 |
| 0.3776 | 368.03 | 54100 | 1.0176 |
| 0.3776 | 368.71 | 54200 | 0.9734 |
| 0.3744 | 369.39 | 54300 | 0.9464 |
| 0.3659 | 370.07 | 54400 | 0.9967 |
| 0.3659 | 370.75 | 54500 | 0.9905 |
| 0.3671 | 371.43 | 54600 | 0.9456 |
| 0.3747 | 372.11 | 54700 | 0.9371 |
| 0.3747 | 372.79 | 54800 | 0.8921 |
| 0.3728 | 373.47 | 54900 | 0.8826 |
| 0.3776 | 374.15 | 55000 | 0.9630 |
| 0.3776 | 374.83 | 55100 | 0.9353 |
| 0.3694 | 375.51 | 55200 | 0.9479 |
| 0.3768 | 376.19 | 55300 | 0.9303 |
| 0.3768 | 376.87 | 55400 | 0.9540 |
| 0.3747 | 377.55 | 55500 | 0.9383 |
| 0.3737 | 378.23 | 55600 | 0.9170 |
| 0.3737 | 378.91 | 55700 | 0.8026 |
| 0.3757 | 379.59 | 55800 | 0.8989 |
| 0.3678 | 380.27 | 55900 | 0.9248 |
| 0.3678 | 380.95 | 56000 | 0.8190 |
| 0.3738 | 381.63 | 56100 | 0.9005 |
| 0.376 | 382.31 | 56200 | 0.8561 |
| 0.376 | 382.99 | 56300 | 0.9408 |
| 0.3714 | 383.67 | 56400 | 0.9226 |
| 0.364 | 384.35 | 56500 | 0.9577 |
| 0.3465 | 385.03 | 56600 | 0.9440 |
| 0.3465 | 385.71 | 56700 | 0.9178 |
| 0.374 | 386.39 | 56800 | 0.9044 |
| 0.3727 | 387.07 | 56900 | 0.8633 |
| 0.3727 | 387.76 | 57000 | 0.9078 |
| 0.3735 | 388.44 | 57100 | 0.9021 |
| 0.3655 | 389.12 | 57200 | 0.9499 |
| 0.3655 | 389.8 | 57300 | 0.9290 |
| 0.3615 | 390.48 | 57400 | 0.8906 |
| 0.3588 | 391.16 | 57500 | 0.8692 |
| 0.3588 | 391.84 | 57600 | 0.8857 |
| 0.3639 | 392.52 | 57700 | 0.9569 |
| 0.3557 | 393.2 | 57800 | 0.9146 |
| 0.3557 | 393.88 | 57900 | 0.9878 |
| 0.3532 | 394.56 | 58000 | 0.8703 |
| 0.3745 | 395.24 | 58100 | 0.8679 |
| 0.3745 | 395.92 | 58200 | 0.8823 |
| 0.3566 | 396.6 | 58300 | 0.9611 |
| 0.3642 | 397.28 | 58400 | 0.9327 |
| 0.3642 | 397.96 | 58500 | 0.8587 |
| 0.3623 | 398.64 | 58600 | 0.8746 |
| 0.3629 | 399.32 | 58700 | 0.9093 |
| 0.3629 | 400.0 | 58800 | 0.8858 |
| 0.354 | 400.68 | 58900 | 0.8902 |
| 0.3487 | 401.36 | 59000 | 0.8693 |
| 0.3467 | 402.04 | 59100 | 1.0825 |
| 0.3467 | 402.72 | 59200 | 0.9697 |
| 0.3517 | 403.4 | 59300 | 0.9169 |
| 0.3696 | 404.08 | 59400 | 0.9237 |
| 0.3696 | 404.76 | 59500 | 0.9033 |
| 0.3629 | 405.44 | 59600 | 0.9062 |
| 0.3559 | 406.12 | 59700 | 0.9159 |
| 0.3559 | 406.8 | 59800 | 0.8730 |
| 0.3603 | 407.48 | 59900 | 0.8732 |
| 0.3676 | 408.16 | 60000 | 0.8897 |
| 0.3676 | 408.84 | 60100 | 0.7334 |
| 0.3584 | 409.52 | 60200 | 0.8494 |
| 0.3449 | 410.2 | 60300 | 0.8944 |
| 0.3449 | 410.88 | 60400 | 0.8014 |
| 0.3513 | 411.56 | 60500 | 0.8673 |
| 0.3497 | 412.24 | 60600 | 0.9071 |
| 0.3497 | 412.93 | 60700 | 0.8574 |
| 0.3582 | 413.61 | 60800 | 0.9135 |
| 0.3555 | 414.29 | 60900 | 0.8723 |
| 0.3555 | 414.97 | 61000 | 0.8772 |
| 0.3453 | 415.65 | 61100 | 0.9041 |
| 0.3451 | 416.33 | 61200 | 0.8647 |
| 0.3499 | 417.01 | 61300 | 0.9790 |
| 0.3499 | 417.69 | 61400 | 0.9859 |
| 0.3502 | 418.37 | 61500 | 0.8996 |
| 0.3534 | 419.05 | 61600 | 0.9446 |
| 0.3534 | 419.73 | 61700 | 0.8965 |
| 0.3388 | 420.41 | 61800 | 0.9314 |
| 0.3441 | 421.09 | 61900 | 0.8792 |
| 0.3441 | 421.77 | 62000 | 0.9422 |
| 0.3443 | 422.45 | 62100 | 0.9591 |
| 0.3681 | 423.13 | 62200 | 0.9265 |
| 0.3681 | 423.81 | 62300 | 0.8872 |
| 0.3557 | 424.49 | 62400 | 0.8528 |
| 0.3553 | 425.17 | 62500 | 0.9701 |
| 0.3553 | 425.85 | 62600 | 0.9512 |
| 0.3523 | 426.53 | 62700 | 0.9026 |
| 0.3467 | 427.21 | 62800 | 0.9087 |
| 0.3467 | 427.89 | 62900 | 1.0169 |
| 0.3521 | 428.57 | 63000 | 0.9314 |
| 0.3411 | 429.25 | 63100 | 0.9291 |
| 0.3411 | 429.93 | 63200 | 0.9567 |
| 0.3469 | 430.61 | 63300 | 0.9458 |
| 0.3449 | 431.29 | 63400 | 0.9337 |
| 0.3449 | 431.97 | 63500 | 0.9503 |
| 0.3369 | 432.65 | 63600 | 0.8987 |
| 0.3384 | 433.33 | 63700 | 0.8578 |
| 0.3265 | 434.01 | 63800 | 0.9543 |
| 0.3265 | 434.69 | 63900 | 0.9231 |
| 0.3356 | 435.37 | 64000 | 0.9121 |
| 0.3388 | 436.05 | 64100 | 0.9279 |
| 0.3388 | 436.73 | 64200 | 0.8939 |
| 0.3351 | 437.41 | 64300 | 0.8934 |
| 0.3386 | 438.1 | 64400 | 0.9469 |
| 0.3386 | 438.78 | 64500 | 0.9149 |
| 0.3439 | 439.46 | 64600 | 0.8963 |
| 0.3381 | 440.14 | 64700 | 0.8653 |
| 0.3381 | 440.82 | 64800 | 0.8633 |
| 0.3339 | 441.5 | 64900 | 0.8783 |
| 0.3242 | 442.18 | 65000 | 0.9143 |
| 0.3242 | 442.86 | 65100 | 0.9553 |
| 0.3271 | 443.54 | 65200 | 0.8563 |
| 0.3281 | 444.22 | 65300 | 0.9003 |
| 0.3281 | 444.9 | 65400 | 0.8555 |
| 0.3367 | 445.58 | 65500 | 0.9146 |
| 0.3228 | 446.26 | 65600 | 0.9052 |
| 0.3228 | 446.94 | 65700 | 0.9237 |
| 0.3328 | 447.62 | 65800 | 0.9128 |
| 0.324 | 448.3 | 65900 | 0.9159 |
| 0.324 | 448.98 | 66000 | 0.8867 |
| 0.3305 | 449.66 | 66100 | 0.9694 |
| 0.3329 | 450.34 | 66200 | 0.9833 |
| 0.3348 | 451.02 | 66300 | 0.9344 |
| 0.3348 | 451.7 | 66400 | 0.9303 |
| 0.321 | 452.38 | 66500 | 0.9275 |
| 0.3335 | 453.06 | 66600 | 0.9419 |
| 0.3335 | 453.74 | 66700 | 0.9502 |
| 0.3189 | 454.42 | 66800 | 0.9341 |
| 0.3386 | 455.1 | 66900 | 0.9404 |
| 0.3386 | 455.78 | 67000 | 0.9660 |
| 0.3273 | 456.46 | 67100 | 0.9323 |
| 0.339 | 457.14 | 67200 | 0.9266 |
| 0.339 | 457.82 | 67300 | 0.9289 |
| 0.3326 | 458.5 | 67400 | 0.9248 |
| 0.3207 | 459.18 | 67500 | 0.9374 |
| 0.3207 | 459.86 | 67600 | 0.8996 |
| 0.3339 | 460.54 | 67700 | 0.9271 |
| 0.3198 | 461.22 | 67800 | 0.9627 |
| 0.3198 | 461.9 | 67900 | 0.9429 |
| 0.3208 | 462.59 | 68000 | 0.9561 |
| 0.3147 | 463.27 | 68100 | 0.8795 |
| 0.3147 | 463.95 | 68200 | 0.8876 |
| 0.3222 | 464.63 | 68300 | 0.9007 |
| 0.3241 | 465.31 | 68400 | 0.9475 |
| 0.3241 | 465.99 | 68500 | 0.9403 |
| 0.3312 | 466.67 | 68600 | 0.9368 |
| 0.3302 | 467.35 | 68700 | 0.8937 |
| 0.3201 | 468.03 | 68800 | 0.9319 |
| 0.3201 | 468.71 | 68900 | 0.9094 |
| 0.3217 | 469.39 | 69000 | 0.9517 |
| 0.3193 | 470.07 | 69100 | 0.8895 |
| 0.3193 | 470.75 | 69200 | 0.9202 |
| 0.3352 | 471.43 | 69300 | 0.9320 |
| 0.3249 | 472.11 | 69400 | 0.9640 |
| 0.3249 | 472.79 | 69500 | 0.9452 |
| 0.3097 | 473.47 | 69600 | 0.9311 |
| 0.327 | 474.15 | 69700 | 0.9392 |
| 0.327 | 474.83 | 69800 | 0.9525 |
| 0.3271 | 475.51 | 69900 | 0.9064 |
| 0.3165 | 476.19 | 70000 | 0.9455 |
| 0.3165 | 476.87 | 70100 | 0.9435 |
| 0.3103 | 477.55 | 70200 | 0.8891 |
| 0.3189 | 478.23 | 70300 | 0.9199 |
| 0.3189 | 478.91 | 70400 | 0.9362 |
| 0.3264 | 479.59 | 70500 | 0.9289 |
| 0.313 | 480.27 | 70600 | 0.9246 |
| 0.313 | 480.95 | 70700 | 0.9549 |
| 0.3289 | 481.63 | 70800 | 0.9513 |
| 0.3189 | 482.31 | 70900 | 0.9798 |
| 0.3189 | 482.99 | 71000 | 0.9027 |
| 0.3177 | 483.67 | 71100 | 0.8823 |
| 0.3219 | 484.35 | 71200 | 0.9269 |
| 0.3175 | 485.03 | 71300 | 0.8984 |
| 0.3175 | 485.71 | 71400 | 0.8696 |
| 0.3167 | 486.39 | 71500 | 0.8722 |
| 0.318 | 487.07 | 71600 | 0.8909 |
| 0.318 | 487.76 | 71700 | 0.8783 |
| 0.3128 | 488.44 | 71800 | 0.8144 |
| 0.315 | 489.12 | 71900 | 0.8250 |
| 0.315 | 489.8 | 72000 | 0.8791 |
| 0.3085 | 490.48 | 72100 | 0.9192 |
| 0.3081 | 491.16 | 72200 | 0.8403 |
| 0.3081 | 491.84 | 72300 | 0.9223 |
| 0.31 | 492.52 | 72400 | 0.8974 |
| 0.3054 | 493.2 | 72500 | 0.9169 |
| 0.3054 | 493.88 | 72600 | 0.8845 |
| 0.3134 | 494.56 | 72700 | 0.9554 |
| 0.3083 | 495.24 | 72800 | 0.9337 |
| 0.3083 | 495.92 | 72900 | 0.9209 |
| 0.3028 | 496.6 | 73000 | 0.9142 |
| 0.3016 | 497.28 | 73100 | 0.9345 |
| 0.3016 | 497.96 | 73200 | 0.9100 |
| 0.3075 | 498.64 | 73300 | 0.8989 |
| 0.3105 | 499.32 | 73400 | 0.8598 |
| 0.3105 | 500.0 | 73500 | 0.9177 |
| 0.3059 | 500.68 | 73600 | 0.9242 |
| 0.3018 | 501.36 | 73700 | 0.9403 |
| 0.3159 | 502.04 | 73800 | 0.9011 |
| 0.3159 | 502.72 | 73900 | 0.9442 |
| 0.2996 | 503.4 | 74000 | 0.9575 |
| 0.3016 | 504.08 | 74100 | 0.9119 |
| 0.3016 | 504.76 | 74200 | 0.9072 |
| 0.3072 | 505.44 | 74300 | 0.9389 |
| 0.3042 | 506.12 | 74400 | 0.9038 |
| 0.3042 | 506.8 | 74500 | 0.8814 |
| 0.3142 | 507.48 | 74600 | 0.9452 |
| 0.3099 | 508.16 | 74700 | 0.9395 |
| 0.3099 | 508.84 | 74800 | 0.9604 |
| 0.3081 | 509.52 | 74900 | 0.9176 |
| 0.3175 | 510.2 | 75000 | 0.8799 |
| 0.3175 | 510.88 | 75100 | 0.8732 |
| 0.3052 | 511.56 | 75200 | 0.8323 |
| 0.2961 | 512.24 | 75300 | 0.8956 |
| 0.2961 | 512.93 | 75400 | 0.8629 |
| 0.3012 | 513.61 | 75500 | 0.8523 |
| 0.2999 | 514.29 | 75600 | 0.8276 |
| 0.2999 | 514.97 | 75700 | 0.9008 |
| 0.298 | 515.65 | 75800 | 0.8051 |
| 0.2968 | 516.33 | 75900 | 0.8240 |
| 0.2907 | 517.01 | 76000 | 0.9271 |
| 0.2907 | 517.69 | 76100 | 0.8934 |
| 0.2859 | 518.37 | 76200 | 0.9044 |
| 0.306 | 519.05 | 76300 | 0.8994 |
| 0.306 | 519.73 | 76400 | 0.8539 |
| 0.2947 | 520.41 | 76500 | 0.9063 |
| 0.2977 | 521.09 | 76600 | 0.9074 |
| 0.2977 | 521.77 | 76700 | 0.9297 |
| 0.2991 | 522.45 | 76800 | 0.9109 |
| 0.3013 | 523.13 | 76900 | 0.9491 |
| 0.3013 | 523.81 | 77000 | 0.8518 |
| 0.3 | 524.49 | 77100 | 0.9199 |
| 0.3009 | 525.17 | 77200 | 0.9277 |
| 0.3009 | 525.85 | 77300 | 0.9617 |
| 0.3054 | 526.53 | 77400 | 0.9254 |
| 0.2994 | 527.21 | 77500 | 0.8886 |
| 0.2994 | 527.89 | 77600 | 0.8579 |
| 0.2957 | 528.57 | 77700 | 0.9694 |
| 0.3082 | 529.25 | 77800 | 0.9411 |
| 0.3082 | 529.93 | 77900 | 0.8823 |
| 0.2928 | 530.61 | 78000 | 0.8684 |
| 0.2936 | 531.29 | 78100 | 0.9942 |
| 0.2936 | 531.97 | 78200 | 0.8861 |
| 0.2964 | 532.65 | 78300 | 0.8939 |
| 0.2914 | 533.33 | 78400 | 0.9633 |
| 0.2928 | 534.01 | 78500 | 0.8713 |
| 0.2928 | 534.69 | 78600 | 0.8938 |
| 0.2909 | 535.37 | 78700 | 0.8905 |
| 0.2966 | 536.05 | 78800 | 0.9006 |
| 0.2966 | 536.73 | 78900 | 0.9431 |
| 0.2886 | 537.41 | 79000 | 0.9343 |
| 0.2922 | 538.1 | 79100 | 0.9032 |
| 0.2922 | 538.78 | 79200 | 0.9507 |
| 0.2817 | 539.46 | 79300 | 0.9199 |
| 0.2917 | 540.14 | 79400 | 0.9156 |
| 0.2917 | 540.82 | 79500 | 0.9175 |
| 0.29 | 541.5 | 79600 | 0.9104 |
| 0.291 | 542.18 | 79700 | 0.9223 |
| 0.291 | 542.86 | 79800 | 0.9622 |
| 0.3055 | 543.54 | 79900 | 0.8998 |
| 0.2842 | 544.22 | 80000 | 0.9216 |
| 0.2842 | 544.9 | 80100 | 0.9475 |
| 0.2952 | 545.58 | 80200 | 0.9345 |
| 0.278 | 546.26 | 80300 | 0.9923 |
| 0.278 | 546.94 | 80400 | 0.9217 |
| 0.2882 | 547.62 | 80500 | 0.9385 |
| 0.286 | 548.3 | 80600 | 0.9422 |
| 0.286 | 548.98 | 80700 | 0.9100 |
| 0.2828 | 549.66 | 80800 | 0.9751 |
| 0.2903 | 550.34 | 80900 | 0.9360 |
| 0.2803 | 551.02 | 81000 | 0.9827 |
| 0.2803 | 551.7 | 81100 | 0.9771 |
| 0.282 | 552.38 | 81200 | 1.0085 |
| 0.2901 | 553.06 | 81300 | 0.9342 |
| 0.2901 | 553.74 | 81400 | 1.0034 |
| 0.2822 | 554.42 | 81500 | 0.9586 |
| 0.281 | 555.1 | 81600 | 0.9590 |
| 0.281 | 555.78 | 81700 | 0.9488 |
| 0.2824 | 556.46 | 81800 | 0.9709 |
| 0.287 | 557.14 | 81900 | 0.9507 |
| 0.287 | 557.82 | 82000 | 0.9429 |
| 0.2873 | 558.5 | 82100 | 0.9334 |
| 0.2806 | 559.18 | 82200 | 0.9271 |
| 0.2806 | 559.86 | 82300 | 0.9470 |
| 0.2892 | 560.54 | 82400 | 0.9602 |
| 0.2772 | 561.22 | 82500 | 0.9843 |
| 0.2772 | 561.9 | 82600 | 0.9335 |
| 0.2881 | 562.59 | 82700 | 0.9451 |
| 0.2816 | 563.27 | 82800 | 0.9621 |
| 0.2816 | 563.95 | 82900 | 0.9989 |
| 0.2813 | 564.63 | 83000 | 0.9163 |
| 0.2804 | 565.31 | 83100 | 0.9638 |
| 0.2804 | 565.99 | 83200 | 0.9520 |
| 0.2748 | 566.67 | 83300 | 0.9263 |
| 0.2795 | 567.35 | 83400 | 0.9293 |
| 0.2804 | 568.03 | 83500 | 0.9620 |
| 0.2804 | 568.71 | 83600 | 0.9169 |
| 0.2741 | 569.39 | 83700 | 0.9286 |
| 0.2718 | 570.07 | 83800 | 0.9334 |
| 0.2718 | 570.75 | 83900 | 0.9654 |
| 0.2782 | 571.43 | 84000 | 0.9761 |
| 0.2843 | 572.11 | 84100 | 0.9883 |
| 0.2843 | 572.79 | 84200 | 0.9993 |
| 0.2805 | 573.47 | 84300 | 0.9312 |
| 0.2793 | 574.15 | 84400 | 0.9932 |
| 0.2793 | 574.83 | 84500 | 0.9828 |
| 0.2722 | 575.51 | 84600 | 0.9558 |
| 0.273 | 576.19 | 84700 | 0.9739 |
| 0.273 | 576.87 | 84800 | 0.9193 |
| 0.2706 | 577.55 | 84900 | 0.9511 |
| 0.2745 | 578.23 | 85000 | 0.9054 |
| 0.2745 | 578.91 | 85100 | 0.9574 |
| 0.2715 | 579.59 | 85200 | 0.9881 |
| 0.2715 | 580.27 | 85300 | 0.9603 |
| 0.2715 | 580.95 | 85400 | 1.0218 |
| 0.2789 | 581.63 | 85500 | 0.9076 |
| 0.274 | 582.31 | 85600 | 0.9393 |
| 0.274 | 582.99 | 85700 | 0.8968 |
| 0.2762 | 583.67 | 85800 | 0.9474 |
| 0.2767 | 584.35 | 85900 | 0.9883 |
| 0.2688 | 585.03 | 86000 | 0.9717 |
| 0.2688 | 585.71 | 86100 | 1.0013 |
| 0.2706 | 586.39 | 86200 | 0.9569 |
| 0.2739 | 587.07 | 86300 | 0.9369 |
| 0.2739 | 587.76 | 86400 | 0.8882 |
| 0.2716 | 588.44 | 86500 | 0.9189 |
| 0.2693 | 589.12 | 86600 | 0.9402 |
| 0.2693 | 589.8 | 86700 | 0.9262 |
| 0.2667 | 590.48 | 86800 | 0.9782 |
| 0.268 | 591.16 | 86900 | 0.9457 |
| 0.268 | 591.84 | 87000 | 0.9509 |
| 0.2726 | 592.52 | 87100 | 0.9320 |
| 0.275 | 593.2 | 87200 | 0.9357 |
| 0.275 | 593.88 | 87300 | 0.9786 |
| 0.2673 | 594.56 | 87400 | 0.9770 |
| 0.2684 | 595.24 | 87500 | 0.9389 |
| 0.2684 | 595.92 | 87600 | 0.9558 |
| 0.2664 | 596.6 | 87700 | 0.9698 |
| 0.2691 | 597.28 | 87800 | 1.0059 |
| 0.2691 | 597.96 | 87900 | 0.9660 |
| 0.2753 | 598.64 | 88000 | 0.9761 |
| 0.2547 | 599.32 | 88100 | 0.9627 |
| 0.2547 | 600.0 | 88200 | 0.9621 |
| 0.2691 | 600.68 | 88300 | 0.9752 |
| 0.266 | 601.36 | 88400 | 0.9677 |
| 0.2675 | 602.04 | 88500 | 0.9663 |
| 0.2675 | 602.72 | 88600 | 0.9749 |
| 0.2747 | 603.4 | 88700 | 0.9452 |
| 0.2674 | 604.08 | 88800 | 0.9587 |
| 0.2674 | 604.76 | 88900 | 0.9693 |
| 0.2801 | 605.44 | 89000 | 0.9513 |
| 0.2722 | 606.12 | 89100 | 0.9783 |
| 0.2722 | 606.8 | 89200 | 0.9452 |
| 0.2731 | 607.48 | 89300 | 0.9678 |
| 0.2723 | 608.16 | 89400 | 0.9786 |
| 0.2723 | 608.84 | 89500 | 0.9852 |
| 0.2651 | 609.52 | 89600 | 0.9570 |
| 0.2811 | 610.2 | 89700 | 0.9567 |
| 0.2811 | 610.88 | 89800 | 0.9049 |
| 0.2688 | 611.56 | 89900 | 0.9634 |
| 0.2624 | 612.24 | 90000 | 0.8975 |
| 0.2624 | 612.93 | 90100 | 0.9899 |
| 0.2616 | 613.61 | 90200 | 0.9626 |
| 0.2603 | 614.29 | 90300 | 0.9310 |
| 0.2603 | 614.97 | 90400 | 0.9788 |
| 0.2721 | 615.65 | 90500 | 0.9413 |
| 0.2622 | 616.33 | 90600 | 0.9807 |
| 0.2683 | 617.01 | 90700 | 0.9218 |
| 0.2683 | 617.69 | 90800 | 0.9893 |
| 0.2573 | 618.37 | 90900 | 0.9086 |
| 0.2654 | 619.05 | 91000 | 0.9373 |
| 0.2654 | 619.73 | 91100 | 0.9583 |
| 0.2647 | 620.41 | 91200 | 0.9232 |
| 0.2616 | 621.09 | 91300 | 0.9738 |
| 0.2616 | 621.77 | 91400 | 0.9405 |
| 0.258 | 622.45 | 91500 | 0.9601 |
| 0.2632 | 623.13 | 91600 | 0.9567 |
| 0.2632 | 623.81 | 91700 | 0.9362 |
| 0.2636 | 624.49 | 91800 | 0.9496 |
| 0.2636 | 625.17 | 91900 | 1.0030 |
| 0.2636 | 625.85 | 92000 | 0.9785 |
| 0.2454 | 626.53 | 92100 | 0.9485 |
| 0.2533 | 627.21 | 92200 | 0.9630 |
| 0.2533 | 627.89 | 92300 | 0.9709 |
| 0.2596 | 628.57 | 92400 | 0.9479 |
| 0.256 | 629.25 | 92500 | 0.9214 |
| 0.256 | 629.93 | 92600 | 0.9570 |
| 0.255 | 630.61 | 92700 | 0.9472 |
| 0.2613 | 631.29 | 92800 | 0.9457 |
| 0.2613 | 631.97 | 92900 | 0.9615 |
| 0.2703 | 632.65 | 93000 | 0.9583 |
| 0.2582 | 633.33 | 93100 | 0.9601 |
| 0.2634 | 634.01 | 93200 | 0.9444 |
| 0.2634 | 634.69 | 93300 | 0.9499 |
| 0.259 | 635.37 | 93400 | 0.9512 |
| 0.2617 | 636.05 | 93500 | 0.9543 |
| 0.2617 | 636.73 | 93600 | 0.9303 |
| 0.2611 | 637.41 | 93700 | 0.9388 |
| 0.2513 | 638.1 | 93800 | 0.9443 |
| 0.2513 | 638.78 | 93900 | 0.9276 |
| 0.2571 | 639.46 | 94000 | 0.9073 |
| 0.2636 | 640.14 | 94100 | 0.9122 |
| 0.2636 | 640.82 | 94200 | 0.9132 |
| 0.2673 | 641.5 | 94300 | 0.9055 |
| 0.2594 | 642.18 | 94400 | 0.9299 |
| 0.2594 | 642.86 | 94500 | 0.9161 |
| 0.2552 | 643.54 | 94600 | 0.9347 |
| 0.254 | 644.22 | 94700 | 0.9239 |
| 0.254 | 644.9 | 94800 | 0.9454 |
| 0.2522 | 645.58 | 94900 | 0.9481 |
| 0.2556 | 646.26 | 95000 | 0.9153 |
| 0.2556 | 646.94 | 95100 | 0.9141 |
| 0.2583 | 647.62 | 95200 | 0.9280 |
| 0.2645 | 648.3 | 95300 | 0.9218 |
| 0.2645 | 648.98 | 95400 | 0.9603 |
| 0.2512 | 649.66 | 95500 | 0.9017 |
| 0.2602 | 650.34 | 95600 | 0.9101 |
| 0.255 | 651.02 | 95700 | 0.9184 |
| 0.255 | 651.7 | 95800 | 0.9234 |
| 0.2547 | 652.38 | 95900 | 0.9194 |
| 0.2546 | 653.06 | 96000 | 0.9825 |
| 0.2546 | 653.74 | 96100 | 0.9515 |
| 0.2526 | 654.42 | 96200 | 0.9067 |
| 0.261 | 655.1 | 96300 | 0.9282 |
| 0.261 | 655.78 | 96400 | 0.9561 |
| 0.2545 | 656.46 | 96500 | 0.9466 |
| 0.2509 | 657.14 | 96600 | 0.9294 |
| 0.2509 | 657.82 | 96700 | 0.9114 |
| 0.2503 | 658.5 | 96800 | 1.0040 |
| 0.2482 | 659.18 | 96900 | 0.9106 |
| 0.2482 | 659.86 | 97000 | 0.9159 |
| 0.2523 | 660.54 | 97100 | 0.9490 |
| 0.2528 | 661.22 | 97200 | 0.9538 |
| 0.2528 | 661.9 | 97300 | 0.9570 |
| 0.2455 | 662.59 | 97400 | 0.8882 |
| 0.2502 | 663.27 | 97500 | 0.9164 |
| 0.2502 | 663.95 | 97600 | 0.9269 |
| 0.2465 | 664.63 | 97700 | 0.9628 |
| 0.2524 | 665.31 | 97800 | 0.8976 |
| 0.2524 | 665.99 | 97900 | 0.9017 |
| 0.2479 | 666.67 | 98000 | 0.9197 |
| 0.249 | 667.35 | 98100 | 0.9282 |
| 0.2533 | 668.03 | 98200 | 0.9342 |
| 0.2533 | 668.71 | 98300 | 0.9494 |
| 0.2501 | 669.39 | 98400 | 0.9430 |
| 0.2444 | 670.07 | 98500 | 0.9252 |
| 0.2444 | 670.75 | 98600 | 0.9799 |
| 0.243 | 671.43 | 98700 | 0.9195 |
| 0.249 | 672.11 | 98800 | 0.9142 |
| 0.249 | 672.79 | 98900 | 0.9553 |
| 0.2528 | 673.47 | 99000 | 0.9196 |
| 0.244 | 674.15 | 99100 | 0.9640 |
| 0.244 | 674.83 | 99200 | 0.9809 |
| 0.2462 | 675.51 | 99300 | 0.9868 |
| 0.247 | 676.19 | 99400 | 0.9640 |
| 0.247 | 676.87 | 99500 | 0.9228 |
| 0.2615 | 677.55 | 99600 | 0.9172 |
| 0.2487 | 678.23 | 99700 | 0.9166 |
| 0.2487 | 678.91 | 99800 | 0.8928 |
| 0.242 | 679.59 | 99900 | 0.8830 |
| 0.2448 | 680.27 | 100000 | 0.9209 |
| 0.2448 | 680.95 | 100100 | 0.9139 |
| 0.2488 | 681.63 | 100200 | 0.8970 |
| 0.2504 | 682.31 | 100300 | 0.9254 |
| 0.2504 | 682.99 | 100400 | 0.9437 |
| 0.2381 | 683.67 | 100500 | 0.9419 |
| 0.245 | 684.35 | 100600 | 0.9379 |
| 0.2452 | 685.03 | 100700 | 0.9465 |
| 0.2452 | 685.71 | 100800 | 0.9626 |
| 0.2482 | 686.39 | 100900 | 0.9472 |
| 0.2456 | 687.07 | 101000 | 0.9434 |
| 0.2456 | 687.76 | 101100 | 0.9426 |
| 0.2388 | 688.44 | 101200 | 0.9440 |
| 0.2496 | 689.12 | 101300 | 0.9311 |
| 0.2496 | 689.8 | 101400 | 0.9338 |
| 0.2399 | 690.48 | 101500 | 0.9290 |
| 0.2427 | 691.16 | 101600 | 0.9347 |
| 0.2427 | 691.84 | 101700 | 0.9197 |
| 0.2709 | 692.52 | 101800 | 0.9046 |
| 0.2474 | 693.2 | 101900 | 0.9455 |
| 0.2474 | 693.88 | 102000 | 0.9212 |
| 0.2411 | 694.56 | 102100 | 0.9508 |
| 0.242 | 695.24 | 102200 | 0.9558 |
| 0.242 | 695.92 | 102300 | 0.9846 |
| 0.2443 | 696.6 | 102400 | 0.9656 |
| 0.2356 | 697.28 | 102500 | 0.9428 |
| 0.2356 | 697.96 | 102600 | 0.9238 |
| 0.2422 | 698.64 | 102700 | 0.9156 |
| 0.2341 | 699.32 | 102800 | 0.9324 |
| 0.2341 | 700.0 | 102900 | 0.9372 |
| 0.2382 | 700.68 | 103000 | 0.9374 |
| 0.2407 | 701.36 | 103100 | 0.9342 |
| 0.2427 | 702.04 | 103200 | 0.9400 |
| 0.2427 | 702.72 | 103300 | 0.9451 |
| 0.2373 | 703.4 | 103400 | 0.9355 |
| 0.2439 | 704.08 | 103500 | 0.9281 |
| 0.2439 | 704.76 | 103600 | 0.9282 |
| 0.247 | 705.44 | 103700 | 0.9186 |
| 0.2391 | 706.12 | 103800 | 0.8933 |
| 0.2391 | 706.8 | 103900 | 0.9392 |
| 0.2467 | 707.48 | 104000 | 0.9764 |
| 0.238 | 708.16 | 104100 | 0.9495 |
| 0.238 | 708.84 | 104200 | 0.9409 |
| 0.2436 | 709.52 | 104300 | 0.9296 |
| 0.2396 | 710.2 | 104400 | 0.9472 |
| 0.2396 | 710.88 | 104500 | 0.9574 |
| 0.2476 | 711.56 | 104600 | 0.9231 |
| 0.2397 | 712.24 | 104700 | 0.8930 |
| 0.2397 | 712.93 | 104800 | 0.9173 |
| 0.2448 | 713.61 | 104900 | 0.9187 |
| 0.2448 | 714.29 | 105000 | 0.9194 |
| 0.2448 | 714.97 | 105100 | 0.9242 |
| 0.2365 | 715.65 | 105200 | 0.9254 |
| 0.2374 | 716.33 | 105300 | 0.8915 |
| 0.2417 | 717.01 | 105400 | 0.9117 |
| 0.2417 | 717.69 | 105500 | 0.9284 |
| 0.2355 | 718.37 | 105600 | 0.9527 |
| 0.2344 | 719.05 | 105700 | 0.9486 |
| 0.2344 | 719.73 | 105800 | 0.9683 |
| 0.2387 | 720.41 | 105900 | 0.9552 |
| 0.2395 | 721.09 | 106000 | 0.9223 |
| 0.2395 | 721.77 | 106100 | 0.9092 |
| 0.2433 | 722.45 | 106200 | 0.9380 |
| 0.2353 | 723.13 | 106300 | 0.9535 |
| 0.2353 | 723.81 | 106400 | 0.9584 |
| 0.2375 | 724.49 | 106500 | 0.9346 |
| 0.2325 | 725.17 | 106600 | 0.9275 |
| 0.2325 | 725.85 | 106700 | 0.9382 |
| 0.2335 | 726.53 | 106800 | 0.9199 |
| 0.234 | 727.21 | 106900 | 0.9580 |
| 0.234 | 727.89 | 107000 | 0.9703 |
| 0.2324 | 728.57 | 107100 | 0.9901 |
| 0.2303 | 729.25 | 107200 | 0.9820 |
| 0.2303 | 729.93 | 107300 | 0.9646 |
| 0.2291 | 730.61 | 107400 | 0.9548 |
| 0.2415 | 731.29 | 107500 | 0.9346 |
| 0.2415 | 731.97 | 107600 | 0.9242 |
| 0.2385 | 732.65 | 107700 | 0.9535 |
| 0.2324 | 733.33 | 107800 | 0.9393 |
| 0.233 | 734.01 | 107900 | 0.9851 |
| 0.233 | 734.69 | 108000 | 0.9890 |
| 0.2324 | 735.37 | 108100 | 0.9940 |
| 0.2332 | 736.05 | 108200 | 0.9818 |
| 0.2332 | 736.73 | 108300 | 0.9922 |
| 0.2317 | 737.41 | 108400 | 0.9977 |
| 0.2343 | 738.1 | 108500 | 0.9593 |
| 0.2343 | 738.78 | 108600 | 0.9995 |
| 0.2288 | 739.46 | 108700 | 1.0020 |
| 0.2291 | 740.14 | 108800 | 0.9864 |
| 0.2291 | 740.82 | 108900 | 0.9740 |
| 0.2308 | 741.5 | 109000 | 0.9993 |
| 0.2347 | 742.18 | 109100 | 1.0078 |
| 0.2347 | 742.86 | 109200 | 0.9762 |
| 0.2309 | 743.54 | 109300 | 0.9776 |
| 0.2264 | 744.22 | 109400 | 0.9629 |
| 0.2264 | 744.9 | 109500 | 0.9830 |
| 0.2312 | 745.58 | 109600 | 0.9737 |
| 0.2253 | 746.26 | 109700 | 1.0124 |
| 0.2253 | 746.94 | 109800 | 1.0121 |
| 0.2275 | 747.62 | 109900 | 0.9924 |
| 0.2331 | 748.3 | 110000 | 0.9456 |
| 0.2331 | 748.98 | 110100 | 0.9486 |
| 0.2275 | 749.66 | 110200 | 0.9388 |
| 0.2303 | 750.34 | 110300 | 0.9762 |
| 0.2322 | 751.02 | 110400 | 0.9643 |
| 0.2322 | 751.7 | 110500 | 0.9878 |
| 0.232 | 752.38 | 110600 | 0.9780 |
| 0.2348 | 753.06 | 110700 | 0.9774 |
| 0.2348 | 753.74 | 110800 | 1.0018 |
| 0.2312 | 754.42 | 110900 | 0.9684 |
| 0.2304 | 755.1 | 111000 | 0.9828 |
| 0.2304 | 755.78 | 111100 | 0.9591 |
| 0.2412 | 756.46 | 111200 | 0.9862 |
| 0.2313 | 757.14 | 111300 | 0.9796 |
| 0.2313 | 757.82 | 111400 | 0.9653 |
| 0.2309 | 758.5 | 111500 | 0.9666 |
| 0.2293 | 759.18 | 111600 | 1.0382 |
| 0.2293 | 759.86 | 111700 | 1.0208 |
| 0.235 | 760.54 | 111800 | 1.0372 |
| 0.2337 | 761.22 | 111900 | 1.0057 |
| 0.2337 | 761.9 | 112000 | 1.0245 |
| 0.2309 | 762.59 | 112100 | 0.9766 |
| 0.2275 | 763.27 | 112200 | 0.9449 |
| 0.2275 | 763.95 | 112300 | 0.9659 |
| 0.2263 | 764.63 | 112400 | 0.9614 |
| 0.2325 | 765.31 | 112500 | 0.9605 |
| 0.2325 | 765.99 | 112600 | 0.9494 |
| 0.2292 | 766.67 | 112700 | 0.9632 |
| 0.2246 | 767.35 | 112800 | 0.9762 |
| 0.2268 | 768.03 | 112900 | 0.9754 |
| 0.2268 | 768.71 | 113000 | 0.9704 |
| 0.2274 | 769.39 | 113100 | 0.9722 |
| 0.2234 | 770.07 | 113200 | 0.9678 |
| 0.2234 | 770.75 | 113300 | 0.9736 |
| 0.2238 | 771.43 | 113400 | 1.0298 |
| 0.2242 | 772.11 | 113500 | 0.9642 |
| 0.2242 | 772.79 | 113600 | 0.9844 |
| 0.2257 | 773.47 | 113700 | 0.9649 |
| 0.225 | 774.15 | 113800 | 0.9992 |
| 0.225 | 774.83 | 113900 | 0.9868 |
| 0.2262 | 775.51 | 114000 | 1.0092 |
| 0.2266 | 776.19 | 114100 | 0.9961 |
| 0.2266 | 776.87 | 114200 | 0.9714 |
| 0.2314 | 777.55 | 114300 | 0.9864 |
| 0.217 | 778.23 | 114400 | 0.9824 |
| 0.217 | 778.91 | 114500 | 0.9910 |
| 0.2248 | 779.59 | 114600 | 0.9945 |
| 0.223 | 780.27 | 114700 | 0.9858 |
| 0.223 | 780.95 | 114800 | 0.9657 |
| 0.2312 | 781.63 | 114900 | 1.0191 |
| 0.2223 | 782.31 | 115000 | 1.0089 |
| 0.2223 | 782.99 | 115100 | 1.0103 |
| 0.2222 | 783.67 | 115200 | 1.0265 |
| 0.2231 | 784.35 | 115300 | 1.0014 |
| 0.2276 | 785.03 | 115400 | 0.9888 |
| 0.2276 | 785.71 | 115500 | 0.9721 |
| 0.222 | 786.39 | 115600 | 0.9885 |
| 0.2142 | 787.07 | 115700 | 0.9856 |
| 0.2142 | 787.76 | 115800 | 0.9973 |
| 0.2208 | 788.44 | 115900 | 0.9472 |
| 0.223 | 789.12 | 116000 | 0.9729 |
| 0.223 | 789.8 | 116100 | 0.9979 |
| 0.2207 | 790.48 | 116200 | 0.9717 |
| 0.2329 | 791.16 | 116300 | 0.9832 |
| 0.2329 | 791.84 | 116400 | 0.9535 |
| 0.2174 | 792.52 | 116500 | 0.9792 |
| 0.219 | 793.2 | 116600 | 0.9819 |
| 0.219 | 793.88 | 116700 | 1.0191 |
| 0.2262 | 794.56 | 116800 | 1.0070 |
| 0.2202 | 795.24 | 116900 | 0.9743 |
| 0.2202 | 795.92 | 117000 | 0.9888 |
| 0.2205 | 796.6 | 117100 | 0.9719 |
| 0.2217 | 797.28 | 117200 | 0.9671 |
| 0.2217 | 797.96 | 117300 | 0.9480 |
| 0.226 | 798.64 | 117400 | 0.9839 |
| 0.2181 | 799.32 | 117500 | 0.9551 |
| 0.2181 | 800.0 | 117600 | 0.9727 |
| 0.2178 | 800.68 | 117700 | 0.9849 |
| 0.2226 | 801.36 | 117800 | 0.9799 |
| 0.2151 | 802.04 | 117900 | 0.9489 |
| 0.2151 | 802.72 | 118000 | 0.9519 |
| 0.2284 | 803.4 | 118100 | 0.9786 |
| 0.2168 | 804.08 | 118200 | 0.9589 |
| 0.2168 | 804.76 | 118300 | 0.9683 |
| 0.2161 | 805.44 | 118400 | 0.9861 |
| 0.2113 | 806.12 | 118500 | 0.9648 |
| 0.2113 | 806.8 | 118600 | 0.9970 |
| 0.2201 | 807.48 | 118700 | 0.9777 |
| 0.2105 | 808.16 | 118800 | 0.9693 |
| 0.2105 | 808.84 | 118900 | 0.9831 |
| 0.2139 | 809.52 | 119000 | 0.9316 |
| 0.2263 | 810.2 | 119100 | 0.9245 |
| 0.2263 | 810.88 | 119200 | 0.9254 |
| 0.2275 | 811.56 | 119300 | 0.9750 |
| 0.2133 | 812.24 | 119400 | 0.9973 |
| 0.2133 | 812.93 | 119500 | 0.9579 |
| 0.2132 | 813.61 | 119600 | 0.9847 |
| 0.2167 | 814.29 | 119700 | 0.9638 |
| 0.2167 | 814.97 | 119800 | 0.9713 |
| 0.2161 | 815.65 | 119900 | 0.9488 |
| 0.2224 | 816.33 | 120000 | 1.0207 |
| 0.215 | 817.01 | 120100 | 0.9745 |
| 0.215 | 817.69 | 120200 | 0.9800 |
| 0.2142 | 818.37 | 120300 | 0.9843 |
| 0.2146 | 819.05 | 120400 | 0.9693 |
| 0.2146 | 819.73 | 120500 | 0.9966 |
| 0.2169 | 820.41 | 120600 | 0.9695 |
| 0.2137 | 821.09 | 120700 | 0.9613 |
| 0.2137 | 821.77 | 120800 | 0.9962 |
| 0.2141 | 822.45 | 120900 | 0.9930 |
| 0.2185 | 823.13 | 121000 | 0.9766 |
| 0.2185 | 823.81 | 121100 | 0.9663 |
| 0.2104 | 824.49 | 121200 | 0.9545 |
| 0.2167 | 825.17 | 121300 | 0.9401 |
| 0.2167 | 825.85 | 121400 | 0.9651 |
| 0.2123 | 826.53 | 121500 | 0.9568 |
| 0.2174 | 827.21 | 121600 | 0.9756 |
| 0.2174 | 827.89 | 121700 | 0.9679 |
| 0.2195 | 828.57 | 121800 | 0.9835 |
| 0.2204 | 829.25 | 121900 | 0.9675 |
| 0.2204 | 829.93 | 122000 | 0.9839 |
| 0.2139 | 830.61 | 122100 | 0.9765 |
| 0.2218 | 831.29 | 122200 | 0.9590 |
| 0.2218 | 831.97 | 122300 | 0.9659 |
| 0.2178 | 832.65 | 122400 | 0.9701 |
| 0.2113 | 833.33 | 122500 | 0.9306 |
| 0.2159 | 834.01 | 122600 | 0.9616 |
| 0.2159 | 834.69 | 122700 | 0.9466 |
| 0.2158 | 835.37 | 122800 | 0.9510 |
| 0.2145 | 836.05 | 122900 | 0.9692 |
| 0.2145 | 836.73 | 123000 | 0.9628 |
| 0.2117 | 837.41 | 123100 | 0.9403 |
| 0.2118 | 838.1 | 123200 | 0.9518 |
| 0.2118 | 838.78 | 123300 | 0.9710 |
| 0.2114 | 839.46 | 123400 | 0.9493 |
| 0.2141 | 840.14 | 123500 | 0.9499 |
| 0.2141 | 840.82 | 123600 | 0.9426 |
| 0.2091 | 841.5 | 123700 | 0.9513 |
| 0.2104 | 842.18 | 123800 | 0.9460 |
| 0.2104 | 842.86 | 123900 | 0.9268 |
| 0.2076 | 843.54 | 124000 | 0.9714 |
| 0.2069 | 844.22 | 124100 | 0.9622 |
| 0.2069 | 844.9 | 124200 | 0.9883 |
| 0.2093 | 845.58 | 124300 | 0.9668 |
| 0.2098 | 846.26 | 124400 | 0.9509 |
| 0.2098 | 846.94 | 124500 | 0.9675 |
| 0.2106 | 847.62 | 124600 | 0.9406 |
| 0.2176 | 848.3 | 124700 | 0.9220 |
| 0.2176 | 848.98 | 124800 | 0.9003 |
| 0.2068 | 849.66 | 124900 | 0.9253 |
| 0.2101 | 850.34 | 125000 | 0.8712 |
| 0.2164 | 851.02 | 125100 | 0.9273 |
| 0.2164 | 851.7 | 125200 | 0.9093 |
| 0.214 | 852.38 | 125300 | 0.9479 |
| 0.2191 | 853.06 | 125400 | 0.9132 |
| 0.2191 | 853.74 | 125500 | 0.9244 |
| 0.2205 | 854.42 | 125600 | 0.9187 |
| 0.2082 | 855.1 | 125700 | 0.9112 |
| 0.2082 | 855.78 | 125800 | 0.9785 |
| 0.206 | 856.46 | 125900 | 1.0037 |
| 0.203 | 857.14 | 126000 | 1.0003 |
| 0.203 | 857.82 | 126100 | 0.9682 |
| 0.2121 | 858.5 | 126200 | 0.9759 |
| 0.2079 | 859.18 | 126300 | 0.9583 |
| 0.2079 | 859.86 | 126400 | 0.9627 |
| 0.2064 | 860.54 | 126500 | 0.9796 |
| 0.2132 | 861.22 | 126600 | 0.9863 |
| 0.2132 | 861.9 | 126700 | 0.9890 |
| 0.2132 | 862.59 | 126800 | 1.0000 |
| 0.2108 | 863.27 | 126900 | 0.9936 |
| 0.2108 | 863.95 | 127000 | 0.9510 |
| 0.2075 | 864.63 | 127100 | 0.9674 |
| 0.2081 | 865.31 | 127200 | 0.9562 |
| 0.2081 | 865.99 | 127300 | 0.9576 |
| 0.2165 | 866.67 | 127400 | 0.9516 |
| 0.2103 | 867.35 | 127500 | 0.9649 |
| 0.2078 | 868.03 | 127600 | 0.9543 |
| 0.2078 | 868.71 | 127700 | 0.9340 |
| 0.2001 | 869.39 | 127800 | 0.9447 |
| 0.2086 | 870.07 | 127900 | 0.9299 |
| 0.2086 | 870.75 | 128000 | 0.9294 |
| 0.2034 | 871.43 | 128100 | 0.9396 |
| 0.205 | 872.11 | 128200 | 0.9387 |
| 0.205 | 872.79 | 128300 | 0.9331 |
| 0.2083 | 873.47 | 128400 | 0.9292 |
| 0.2118 | 874.15 | 128500 | 0.9468 |
| 0.2118 | 874.83 | 128600 | 0.9398 |
| 0.2061 | 875.51 | 128700 | 0.9466 |
| 0.2117 | 876.19 | 128800 | 0.9093 |
| 0.2117 | 876.87 | 128900 | 0.9129 |
| 0.207 | 877.55 | 129000 | 0.9233 |
| 0.2038 | 878.23 | 129100 | 0.9220 |
| 0.2038 | 878.91 | 129200 | 0.9356 |
| 0.207 | 879.59 | 129300 | 0.9280 |
| 0.2088 | 880.27 | 129400 | 0.9434 |
| 0.2088 | 880.95 | 129500 | 0.9478 |
| 0.2077 | 881.63 | 129600 | 0.9528 |
| 0.2027 | 882.31 | 129700 | 0.9433 |
| 0.2027 | 882.99 | 129800 | 0.9510 |
| 0.2054 | 883.67 | 129900 | 0.9538 |
| 0.2049 | 884.35 | 130000 | 0.9634 |
| 0.2022 | 885.03 | 130100 | 0.9260 |
| 0.2022 | 885.71 | 130200 | 0.9655 |
| 0.206 | 886.39 | 130300 | 0.9469 |
| 0.2027 | 887.07 | 130400 | 0.9635 |
| 0.2027 | 887.76 | 130500 | 0.9606 |
| 0.2003 | 888.44 | 130600 | 0.9452 |
| 0.2049 | 889.12 | 130700 | 0.9407 |
| 0.2049 | 889.8 | 130800 | 0.9174 |
| 0.2086 | 890.48 | 130900 | 0.9513 |
| 0.2018 | 891.16 | 131000 | 0.9203 |
| 0.2018 | 891.84 | 131100 | 0.9370 |
| 0.2109 | 892.52 | 131200 | 0.9344 |
| 0.2041 | 893.2 | 131300 | 0.9300 |
| 0.2041 | 893.88 | 131400 | 0.9149 |
| 0.2009 | 894.56 | 131500 | 0.9109 |
| 0.2037 | 895.24 | 131600 | 0.9259 |
| 0.2037 | 895.92 | 131700 | 0.9581 |
| 0.2082 | 896.6 | 131800 | 0.9198 |
| 0.2067 | 897.28 | 131900 | 0.9171 |
| 0.2067 | 897.96 | 132000 | 0.8966 |
| 0.2119 | 898.64 | 132100 | 0.9311 |
| 0.2023 | 899.32 | 132200 | 0.9210 |
| 0.2023 | 900.0 | 132300 | 0.9106 |
| 0.2087 | 900.68 | 132400 | 0.9157 |
| 0.2152 | 901.36 | 132500 | 0.9347 |
| 0.2087 | 902.04 | 132600 | 0.9516 |
| 0.2087 | 902.72 | 132700 | 0.9711 |
| 0.2057 | 903.4 | 132800 | 0.9298 |
| 0.2071 | 904.08 | 132900 | 0.9421 |
| 0.2071 | 904.76 | 133000 | 0.9209 |
| 0.2097 | 905.44 | 133100 | 0.9325 |
| 0.2081 | 906.12 | 133200 | 0.9231 |
| 0.2081 | 906.8 | 133300 | 0.9227 |
| 0.2012 | 907.48 | 133400 | 0.9220 |
| 0.1995 | 908.16 | 133500 | 0.9500 |
| 0.1995 | 908.84 | 133600 | 0.9587 |
| 0.2058 | 909.52 | 133700 | 0.9579 |
| 0.2011 | 910.2 | 133800 | 0.9512 |
| 0.2011 | 910.88 | 133900 | 0.9445 |
| 0.2083 | 911.56 | 134000 | 0.9482 |
| 0.2022 | 912.24 | 134100 | 0.9282 |
| 0.2022 | 912.93 | 134200 | 0.9387 |
| 0.2003 | 913.61 | 134300 | 0.9509 |
| 0.212 | 914.29 | 134400 | 0.9609 |
| 0.212 | 914.97 | 134500 | 0.9430 |
| 0.2045 | 915.65 | 134600 | 0.9330 |
| 0.2045 | 916.33 | 134700 | 0.9764 |
| 0.2049 | 917.01 | 134800 | 0.9311 |
| 0.2049 | 917.69 | 134900 | 0.9344 |
| 0.2028 | 918.37 | 135000 | 0.9538 |
| 0.1993 | 919.05 | 135100 | 0.9359 |
| 0.1993 | 919.73 | 135200 | 0.9695 |
| 0.2068 | 920.41 | 135300 | 0.9354 |
| 0.2036 | 921.09 | 135400 | 0.9817 |
| 0.2036 | 921.77 | 135500 | 0.9404 |
| 0.2054 | 922.45 | 135600 | 0.9537 |
| 0.2017 | 923.13 | 135700 | 0.9613 |
| 0.2017 | 923.81 | 135800 | 0.9340 |
| 0.1973 | 924.49 | 135900 | 0.9313 |
| 0.216 | 925.17 | 136000 | 0.9541 |
| 0.216 | 925.85 | 136100 | 0.9556 |
| 0.2032 | 926.53 | 136200 | 0.9236 |
| 0.1984 | 927.21 | 136300 | 0.9243 |
| 0.1984 | 927.89 | 136400 | 0.9497 |
| 0.195 | 928.57 | 136500 | 0.9485 |
| 0.196 | 929.25 | 136600 | 0.9370 |
| 0.196 | 929.93 | 136700 | 0.9294 |
| 0.1991 | 930.61 | 136800 | 0.9510 |
| 0.2008 | 931.29 | 136900 | 0.9445 |
| 0.2008 | 931.97 | 137000 | 0.9428 |
| 0.1997 | 932.65 | 137100 | 0.9718 |
| 0.1998 | 933.33 | 137200 | 0.9620 |
| 0.1962 | 934.01 | 137300 | 0.9388 |
| 0.1962 | 934.69 | 137400 | 0.9578 |
| 0.1932 | 935.37 | 137500 | 0.9383 |
| 0.1989 | 936.05 | 137600 | 0.9285 |
| 0.1989 | 936.73 | 137700 | 0.9671 |
| 0.1965 | 937.41 | 137800 | 0.9572 |
| 0.1988 | 938.1 | 137900 | 0.9487 |
| 0.1988 | 938.78 | 138000 | 0.9369 |
| 0.2006 | 939.46 | 138100 | 0.9343 |
| 0.1995 | 940.14 | 138200 | 0.9488 |
| 0.1995 | 940.82 | 138300 | 0.9242 |
| 0.2047 | 941.5 | 138400 | 0.9214 |
| 0.2118 | 942.18 | 138500 | 0.9054 |
| 0.2118 | 942.86 | 138600 | 0.9391 |
| 0.1934 | 943.54 | 138700 | 0.9256 |
| 0.2012 | 944.22 | 138800 | 0.9372 |
| 0.2012 | 944.9 | 138900 | 0.9355 |
| 0.1984 | 945.58 | 139000 | 0.9284 |
| 0.1953 | 946.26 | 139100 | 0.9206 |
| 0.1953 | 946.94 | 139200 | 0.9281 |
| 0.1974 | 947.62 | 139300 | 0.9300 |
| 0.1919 | 948.3 | 139400 | 0.9566 |
| 0.1919 | 948.98 | 139500 | 0.9674 |
| 0.1951 | 949.66 | 139600 | 0.9739 |
| 0.1986 | 950.34 | 139700 | 0.9548 |
| 0.2041 | 951.02 | 139800 | 0.9510 |
| 0.2041 | 951.7 | 139900 | 0.9621 |
| 0.198 | 952.38 | 140000 | 0.9119 |
| 0.1954 | 953.06 | 140100 | 0.9355 |
| 0.1954 | 953.74 | 140200 | 0.9858 |
| 0.1986 | 954.42 | 140300 | 0.9534 |
| 0.2021 | 955.1 | 140400 | 0.9391 |
| 0.2021 | 955.78 | 140500 | 0.9440 |
| 0.2 | 956.46 | 140600 | 0.9461 |
| 0.1928 | 957.14 | 140700 | 0.9493 |
| 0.1928 | 957.82 | 140800 | 0.9452 |
| 0.1953 | 958.5 | 140900 | 0.9946 |
| 0.1982 | 959.18 | 141000 | 0.9450 |
| 0.1982 | 959.86 | 141100 | 0.9513 |
| 0.2022 | 960.54 | 141200 | 0.9530 |
| 0.1939 | 961.22 | 141300 | 0.9312 |
| 0.1939 | 961.9 | 141400 | 0.9523 |
| 0.2007 | 962.59 | 141500 | 0.9353 |
| 0.1884 | 963.27 | 141600 | 0.9613 |
| 0.1884 | 963.95 | 141700 | 0.9531 |
| 0.1993 | 964.63 | 141800 | 0.9392 |
| 0.1971 | 965.31 | 141900 | 0.9484 |
| 0.1971 | 965.99 | 142000 | 0.9328 |
| 0.1961 | 966.67 | 142100 | 0.9410 |
| 0.1977 | 967.35 | 142200 | 0.9437 |
| 0.1998 | 968.03 | 142300 | 0.9449 |
| 0.1998 | 968.71 | 142400 | 0.9371 |
| 0.1982 | 969.39 | 142500 | 0.9450 |
| 0.1996 | 970.07 | 142600 | 0.9448 |
| 0.1996 | 970.75 | 142700 | 0.9493 |
| 0.1964 | 971.43 | 142800 | 0.9377 |
| 0.1938 | 972.11 | 142900 | 0.9306 |
| 0.1938 | 972.79 | 143000 | 0.9513 |
| 0.1897 | 973.47 | 143100 | 0.9496 |
| 0.2045 | 974.15 | 143200 | 0.9461 |
| 0.2045 | 974.83 | 143300 | 0.9329 |
| 0.1946 | 975.51 | 143400 | 0.9688 |
| 0.197 | 976.19 | 143500 | 0.9371 |
| 0.197 | 976.87 | 143600 | 0.9512 |
| 0.2004 | 977.55 | 143700 | 0.9373 |
| 0.2002 | 978.23 | 143800 | 0.9569 |
| 0.2002 | 978.91 | 143900 | 0.9513 |
| 0.1916 | 979.59 | 144000 | 0.9457 |
| 0.1959 | 980.27 | 144100 | 0.9251 |
| 0.1959 | 980.95 | 144200 | 0.9330 |
| 0.1934 | 981.63 | 144300 | 0.9382 |
| 0.1954 | 982.31 | 144400 | 0.9553 |
| 0.1954 | 982.99 | 144500 | 0.9498 |
| 0.1919 | 983.67 | 144600 | 0.9558 |
| 0.1883 | 984.35 | 144700 | 0.9484 |
| 0.1928 | 985.03 | 144800 | 0.9310 |
| 0.1928 | 985.71 | 144900 | 0.9282 |
| 0.1872 | 986.39 | 145000 | 0.9351 |
| 0.1868 | 987.07 | 145100 | 0.9457 |
| 0.1868 | 987.76 | 145200 | 0.9444 |
| 0.1906 | 988.44 | 145300 | 0.9478 |
| 0.1957 | 989.12 | 145400 | 0.9691 |
| 0.1957 | 989.8 | 145500 | 0.9437 |
| 0.1959 | 990.48 | 145600 | 0.9576 |
| 0.1912 | 991.16 | 145700 | 0.9539 |
| 0.1912 | 991.84 | 145800 | 0.9463 |
| 0.1977 | 992.52 | 145900 | 0.9703 |
| 0.1955 | 993.2 | 146000 | 0.9462 |
| 0.1955 | 993.88 | 146100 | 0.9621 |
| 0.1923 | 994.56 | 146200 | 0.9568 |
| 0.1959 | 995.24 | 146300 | 0.9650 |
| 0.1959 | 995.92 | 146400 | 0.9668 |
| 0.1921 | 996.6 | 146500 | 0.9588 |
| 0.1968 | 997.28 | 146600 | 0.9510 |
| 0.1968 | 997.96 | 146700 | 0.9430 |
| 0.1927 | 998.64 | 146800 | 0.9672 |
| 0.1995 | 999.32 | 146900 | 0.9508 |
| 0.1995 | 1000.0 | 147000 | 0.9548 |
### Framework versions
- Transformers 4.33.1
- Pytorch 2.2.0.dev20230910+cu121
- Datasets 2.13.1
- Tokenizers 0.13.3
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