detr-resnet-50-dc5-grasshopper-finetuned-maxsteps-10000
This model is a fine-tuned version of facebook/detr-resnet-50-dc5 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3786
- Map: 0.0907
- Map 50: 0.2387
- Map 75: 0.0475
- Map Small: 0.0952
- Map Medium: -1.0
- Map Large: -1.0
- Mar 1: 0.0178
- Mar 10: 0.0972
- Mar 100: 0.2418
- Mar Small: 0.2418
- Mar Medium: -1.0
- Mar Large: -1.0
- Map Recilia dorsalis: 0.1309
- Mar 100 Recilia dorsalis: 0.4503
- Map Nephotettix malayanus: 0.2229
- Mar 100 Nephotettix malayanus: 0.4197
- Map Sogatella furcifera: 0.0089
- Mar 100 Sogatella furcifera: 0.097
- Map Nilaparvata lugens: 0.0
- Mar 100 Nilaparvata lugens: 0.0
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: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- training_steps: 10000
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Recilia dorsalis | Mar 100 Recilia dorsalis | Map Nephotettix malayanus | Mar 100 Nephotettix malayanus | Map Sogatella furcifera | Mar 100 Sogatella furcifera | Map Nilaparvata lugens | Mar 100 Nilaparvata lugens |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3.8575 | 2.3810 | 50 | 3.4005 | 0.0005 | 0.0021 | 0.0001 | 0.0005 | -1.0 | -1.0 | 0.0014 | 0.0026 | 0.0177 | 0.0177 | -1.0 | -1.0 | 0.0011 | 0.0103 | 0.0008 | 0.0605 | 0.0 | 0.0 | 0.0 | 0.0 |
4.2321 | 4.7619 | 100 | 2.9321 | 0.0008 | 0.0036 | 0.0001 | 0.0008 | -1.0 | -1.0 | 0.0009 | 0.0062 | 0.0302 | 0.0302 | -1.0 | -1.0 | 0.0025 | 0.0862 | 0.0006 | 0.0347 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9529 | 7.1429 | 150 | 2.6090 | 0.0018 | 0.007 | 0.0003 | 0.0018 | -1.0 | -1.0 | 0.0 | 0.0087 | 0.0499 | 0.0499 | -1.0 | -1.0 | 0.006 | 0.1641 | 0.0012 | 0.0354 | 0.0 | 0.0 | 0.0 | 0.0 |
2.994 | 9.5238 | 200 | 2.5086 | 0.0036 | 0.0152 | 0.0005 | 0.0036 | -1.0 | -1.0 | 0.0014 | 0.0092 | 0.0592 | 0.0592 | -1.0 | -1.0 | 0.013 | 0.2159 | 0.0015 | 0.0211 | 0.0 | 0.0 | 0.0 | 0.0 |
2.6626 | 11.9048 | 250 | 2.5416 | 0.0029 | 0.011 | 0.0004 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0086 | 0.0581 | 0.0581 | -1.0 | -1.0 | 0.0109 | 0.2207 | 0.0007 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0 |
2.8746 | 14.2857 | 300 | 2.4373 | 0.0031 | 0.0125 | 0.0005 | 0.0031 | -1.0 | -1.0 | 0.0009 | 0.01 | 0.062 | 0.062 | -1.0 | -1.0 | 0.0109 | 0.2345 | 0.0013 | 0.0136 | 0.0 | 0.0 | 0.0 | 0.0 |
3.695 | 16.6667 | 350 | 2.3723 | 0.0051 | 0.0163 | 0.0023 | 0.0051 | -1.0 | -1.0 | 0.0034 | 0.0107 | 0.0677 | 0.0677 | -1.0 | -1.0 | 0.0197 | 0.2641 | 0.0005 | 0.0068 | 0.0 | 0.0 | 0.0 | 0.0 |
3.4829 | 19.0476 | 400 | 2.3683 | 0.0053 | 0.0208 | 0.0009 | 0.0053 | -1.0 | -1.0 | 0.0017 | 0.0115 | 0.0643 | 0.0643 | -1.0 | -1.0 | 0.0204 | 0.2483 | 0.0006 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0 |
2.6363 | 21.4286 | 450 | 2.3362 | 0.0074 | 0.0253 | 0.0008 | 0.0074 | -1.0 | -1.0 | 0.0022 | 0.0167 | 0.0719 | 0.0719 | -1.0 | -1.0 | 0.0297 | 0.2876 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3.4595 | 23.8095 | 500 | 2.3139 | 0.0058 | 0.0196 | 0.0011 | 0.0058 | -1.0 | -1.0 | 0.0017 | 0.0131 | 0.0752 | 0.0752 | -1.0 | -1.0 | 0.0232 | 0.3007 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3.8709 | 26.1905 | 550 | 2.2933 | 0.0049 | 0.0187 | 0.0007 | 0.0049 | -1.0 | -1.0 | 0.001 | 0.0112 | 0.0652 | 0.0652 | -1.0 | -1.0 | 0.0191 | 0.2593 | 0.0007 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 |
4.0281 | 28.5714 | 600 | 2.2147 | 0.0059 | 0.0214 | 0.0014 | 0.0059 | -1.0 | -1.0 | 0.0012 | 0.0128 | 0.0745 | 0.0745 | -1.0 | -1.0 | 0.0237 | 0.2979 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3.2942 | 30.9524 | 650 | 2.3523 | 0.0057 | 0.0229 | 0.0004 | 0.0057 | -1.0 | -1.0 | 0.0014 | 0.0105 | 0.064 | 0.064 | -1.0 | -1.0 | 0.0206 | 0.2517 | 0.0022 | 0.0041 | 0.0 | 0.0 | 0.0 | 0.0 |
2.932 | 33.3333 | 700 | 2.3477 | 0.0061 | 0.0247 | 0.0008 | 0.0061 | -1.0 | -1.0 | 0.0036 | 0.0146 | 0.0674 | 0.0674 | -1.0 | -1.0 | 0.0213 | 0.2545 | 0.003 | 0.015 | 0.0 | 0.0 | 0.0 | 0.0 |
3.6353 | 35.7143 | 750 | 2.2724 | 0.0069 | 0.0229 | 0.0024 | 0.0069 | -1.0 | -1.0 | 0.0024 | 0.0179 | 0.0798 | 0.0798 | -1.0 | -1.0 | 0.0229 | 0.3028 | 0.0047 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0 |
2.5561 | 38.0952 | 800 | 2.2431 | 0.0051 | 0.0185 | 0.0009 | 0.0051 | -1.0 | -1.0 | 0.0027 | 0.0125 | 0.0641 | 0.0641 | -1.0 | -1.0 | 0.0178 | 0.2434 | 0.0024 | 0.0129 | 0.0 | 0.0 | 0.0 | 0.0 |
1.9669 | 40.4762 | 850 | 2.1887 | 0.0072 | 0.0265 | 0.0024 | 0.0072 | -1.0 | -1.0 | 0.0032 | 0.0208 | 0.0782 | 0.0782 | -1.0 | -1.0 | 0.0242 | 0.2945 | 0.0046 | 0.0184 | 0.0 | 0.0 | 0.0 | 0.0 |
4.0798 | 42.8571 | 900 | 2.1911 | 0.0087 | 0.0301 | 0.0026 | 0.0087 | -1.0 | -1.0 | 0.0034 | 0.0233 | 0.0777 | 0.0777 | -1.0 | -1.0 | 0.0259 | 0.2821 | 0.0089 | 0.0286 | 0.0 | 0.0 | 0.0 | 0.0 |
2.4745 | 45.2381 | 950 | 2.2415 | 0.0057 | 0.0211 | 0.0012 | 0.0057 | -1.0 | -1.0 | 0.0033 | 0.0165 | 0.0689 | 0.0689 | -1.0 | -1.0 | 0.0172 | 0.2483 | 0.0055 | 0.0272 | 0.0 | 0.0 | 0.0 | 0.0 |
3.3706 | 47.6190 | 1000 | 2.1568 | 0.0108 | 0.0363 | 0.003 | 0.0109 | -1.0 | -1.0 | 0.0063 | 0.0254 | 0.0942 | 0.0942 | -1.0 | -1.0 | 0.0325 | 0.3414 | 0.0109 | 0.0354 | 0.0 | 0.0 | 0.0 | 0.0 |
4.9684 | 50.0 | 1050 | 2.1513 | 0.0106 | 0.0326 | 0.0025 | 0.0106 | -1.0 | -1.0 | 0.0062 | 0.0218 | 0.0885 | 0.0885 | -1.0 | -1.0 | 0.0359 | 0.329 | 0.0065 | 0.0252 | 0.0 | 0.0 | 0.0 | 0.0 |
3.059 | 52.3810 | 1100 | 2.1402 | 0.0111 | 0.0378 | 0.0037 | 0.0111 | -1.0 | -1.0 | 0.0058 | 0.0213 | 0.089 | 0.089 | -1.0 | -1.0 | 0.0366 | 0.3276 | 0.0078 | 0.0286 | 0.0 | 0.0 | 0.0 | 0.0 |
3.1691 | 54.7619 | 1150 | 2.0606 | 0.0091 | 0.0293 | 0.0023 | 0.0091 | -1.0 | -1.0 | 0.0048 | 0.0196 | 0.0824 | 0.0824 | -1.0 | -1.0 | 0.0297 | 0.3131 | 0.0067 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0 |
3.1385 | 57.1429 | 1200 | 2.0611 | 0.0104 | 0.0367 | 0.0027 | 0.0105 | -1.0 | -1.0 | 0.0051 | 0.0254 | 0.0862 | 0.0862 | -1.0 | -1.0 | 0.0294 | 0.3041 | 0.0123 | 0.0408 | 0.0 | 0.0 | 0.0 | 0.0 |
4.583 | 59.5238 | 1250 | 2.0792 | 0.0115 | 0.041 | 0.0031 | 0.0115 | -1.0 | -1.0 | 0.0065 | 0.0215 | 0.0903 | 0.0903 | -1.0 | -1.0 | 0.0354 | 0.3359 | 0.0105 | 0.0252 | 0.0 | 0.0 | 0.0 | 0.0 |
2.5277 | 61.9048 | 1300 | 2.0588 | 0.0114 | 0.0411 | 0.003 | 0.0114 | -1.0 | -1.0 | 0.0098 | 0.0234 | 0.0875 | 0.0875 | -1.0 | -1.0 | 0.0398 | 0.3324 | 0.0058 | 0.0177 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9225 | 64.2857 | 1350 | 2.0175 | 0.0111 | 0.0342 | 0.0035 | 0.0111 | -1.0 | -1.0 | 0.0069 | 0.0211 | 0.0887 | 0.0887 | -1.0 | -1.0 | 0.0353 | 0.3179 | 0.009 | 0.0367 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9285 | 66.6667 | 1400 | 1.9884 | 0.0152 | 0.0456 | 0.0031 | 0.0152 | -1.0 | -1.0 | 0.0092 | 0.0275 | 0.103 | 0.103 | -1.0 | -1.0 | 0.0503 | 0.3766 | 0.0105 | 0.0354 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9341 | 69.0476 | 1450 | 2.0529 | 0.0134 | 0.0453 | 0.005 | 0.0134 | -1.0 | -1.0 | 0.0108 | 0.0302 | 0.0954 | 0.0954 | -1.0 | -1.0 | 0.0437 | 0.3503 | 0.0098 | 0.0313 | 0.0 | 0.0 | 0.0 | 0.0 |
2.7992 | 71.4286 | 1500 | 2.0745 | 0.0136 | 0.0486 | 0.0031 | 0.0136 | -1.0 | -1.0 | 0.0096 | 0.0283 | 0.0906 | 0.0906 | -1.0 | -1.0 | 0.0427 | 0.3262 | 0.0118 | 0.0361 | 0.0 | 0.0 | 0.0 | 0.0 |
3.7611 | 73.8095 | 1550 | 1.9572 | 0.014 | 0.0441 | 0.005 | 0.0141 | -1.0 | -1.0 | 0.0096 | 0.0324 | 0.0967 | 0.0967 | -1.0 | -1.0 | 0.0428 | 0.34 | 0.0133 | 0.0469 | 0.0 | 0.0 | 0.0 | 0.0 |
4.1036 | 76.1905 | 1600 | 2.0213 | 0.0134 | 0.0438 | 0.0044 | 0.0134 | -1.0 | -1.0 | 0.007 | 0.0313 | 0.098 | 0.098 | -1.0 | -1.0 | 0.0404 | 0.3586 | 0.0131 | 0.0333 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5208 | 78.5714 | 1650 | 2.0331 | 0.0166 | 0.052 | 0.0099 | 0.0166 | -1.0 | -1.0 | 0.0084 | 0.0338 | 0.1088 | 0.1088 | -1.0 | -1.0 | 0.0434 | 0.3766 | 0.023 | 0.0585 | 0.0 | 0.0 | 0.0 | 0.0 |
2.944 | 80.9524 | 1700 | 1.9747 | 0.0145 | 0.0476 | 0.0049 | 0.0146 | -1.0 | -1.0 | 0.0111 | 0.0311 | 0.1041 | 0.1041 | -1.0 | -1.0 | 0.0444 | 0.3593 | 0.0137 | 0.0571 | 0.0 | 0.0 | 0.0 | 0.0 |
3.898 | 83.3333 | 1750 | 1.9432 | 0.0173 | 0.0577 | 0.0051 | 0.0174 | -1.0 | -1.0 | 0.0077 | 0.0339 | 0.1147 | 0.1147 | -1.0 | -1.0 | 0.0465 | 0.3683 | 0.0228 | 0.0905 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5042 | 85.7143 | 1800 | 2.0206 | 0.0169 | 0.0541 | 0.005 | 0.0169 | -1.0 | -1.0 | 0.0089 | 0.0303 | 0.1112 | 0.1112 | -1.0 | -1.0 | 0.0417 | 0.3538 | 0.0257 | 0.0912 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5405 | 88.0952 | 1850 | 2.0427 | 0.0168 | 0.0521 | 0.0062 | 0.0169 | -1.0 | -1.0 | 0.0091 | 0.0323 | 0.1072 | 0.1072 | -1.0 | -1.0 | 0.0496 | 0.3766 | 0.0177 | 0.0524 | 0.0 | 0.0 | 0.0 | 0.0 |
2.1141 | 90.4762 | 1900 | 2.0591 | 0.0111 | 0.0351 | 0.0038 | 0.0112 | -1.0 | -1.0 | 0.0065 | 0.0271 | 0.0952 | 0.0952 | -1.0 | -1.0 | 0.0353 | 0.351 | 0.0091 | 0.0299 | 0.0 | 0.0 | 0.0 | 0.0 |
2.6309 | 92.8571 | 1950 | 1.9757 | 0.0156 | 0.05 | 0.0089 | 0.0156 | -1.0 | -1.0 | 0.0084 | 0.0343 | 0.0992 | 0.0992 | -1.0 | -1.0 | 0.0384 | 0.3152 | 0.0238 | 0.0816 | 0.0 | 0.0 | 0.0 | 0.0 |
2.851 | 95.2381 | 2000 | 2.0243 | 0.0132 | 0.0498 | 0.0043 | 0.0133 | -1.0 | -1.0 | 0.0075 | 0.0264 | 0.09 | 0.09 | -1.0 | -1.0 | 0.0382 | 0.3193 | 0.0146 | 0.0408 | 0.0 | 0.0 | 0.0 | 0.0 |
3.8458 | 97.6190 | 2050 | 1.9977 | 0.0207 | 0.0673 | 0.0052 | 0.0208 | -1.0 | -1.0 | 0.0104 | 0.0388 | 0.1104 | 0.1104 | -1.0 | -1.0 | 0.0479 | 0.3524 | 0.035 | 0.0891 | 0.0 | 0.0 | 0.0 | 0.0 |
2.029 | 100.0 | 2100 | 2.0199 | 0.0192 | 0.0616 | 0.0045 | 0.0193 | -1.0 | -1.0 | 0.0115 | 0.0355 | 0.0982 | 0.0982 | -1.0 | -1.0 | 0.0496 | 0.3172 | 0.0274 | 0.0755 | 0.0 | 0.0 | 0.0 | 0.0 |
2.4192 | 102.3810 | 2150 | 1.9790 | 0.0202 | 0.0708 | 0.0038 | 0.0203 | -1.0 | -1.0 | 0.0099 | 0.0365 | 0.1132 | 0.1132 | -1.0 | -1.0 | 0.0455 | 0.3297 | 0.0353 | 0.1231 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5679 | 104.7619 | 2200 | 1.9985 | 0.0185 | 0.0644 | 0.0046 | 0.0185 | -1.0 | -1.0 | 0.0105 | 0.0329 | 0.1048 | 0.1048 | -1.0 | -1.0 | 0.0464 | 0.351 | 0.0276 | 0.068 | 0.0 | 0.0 | 0.0 | 0.0 |
2.0322 | 107.1429 | 2250 | 1.9770 | 0.0173 | 0.0651 | 0.0052 | 0.0173 | -1.0 | -1.0 | 0.0092 | 0.035 | 0.1049 | 0.1049 | -1.0 | -1.0 | 0.0484 | 0.3476 | 0.0209 | 0.0721 | 0.0 | 0.0 | 0.0 | 0.0 |
3.8317 | 109.5238 | 2300 | 2.0038 | 0.0186 | 0.061 | 0.0058 | 0.0187 | -1.0 | -1.0 | 0.0079 | 0.0396 | 0.1124 | 0.1124 | -1.0 | -1.0 | 0.0489 | 0.3497 | 0.0255 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 |
2.6886 | 111.9048 | 2350 | 2.0002 | 0.0218 | 0.0733 | 0.0057 | 0.0219 | -1.0 | -1.0 | 0.011 | 0.0427 | 0.1209 | 0.1209 | -1.0 | -1.0 | 0.05 | 0.3552 | 0.0373 | 0.1286 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5685 | 114.2857 | 2400 | 1.9453 | 0.0273 | 0.0809 | 0.0078 | 0.0273 | -1.0 | -1.0 | 0.0118 | 0.0403 | 0.1307 | 0.1307 | -1.0 | -1.0 | 0.0627 | 0.3828 | 0.0463 | 0.1401 | 0.0 | 0.0 | 0.0 | 0.0 |
2.5201 | 116.6667 | 2450 | 1.9149 | 0.0265 | 0.0771 | 0.0093 | 0.0266 | -1.0 | -1.0 | 0.0123 | 0.0455 | 0.1268 | 0.1268 | -1.0 | -1.0 | 0.0641 | 0.3752 | 0.0419 | 0.132 | 0.0 | 0.0 | 0.0 | 0.0 |
3.0383 | 119.0476 | 2500 | 1.9645 | 0.0237 | 0.0757 | 0.0076 | 0.0237 | -1.0 | -1.0 | 0.0136 | 0.0372 | 0.1184 | 0.1184 | -1.0 | -1.0 | 0.056 | 0.3579 | 0.0388 | 0.1156 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9423 | 121.4286 | 2550 | 1.9072 | 0.0293 | 0.0776 | 0.0139 | 0.0294 | -1.0 | -1.0 | 0.0142 | 0.0497 | 0.1391 | 0.1391 | -1.0 | -1.0 | 0.0704 | 0.4007 | 0.0466 | 0.1558 | 0.0 | 0.0 | 0.0 | 0.0 |
3.6099 | 123.8095 | 2600 | 1.9491 | 0.0313 | 0.105 | 0.0071 | 0.0315 | -1.0 | -1.0 | 0.0123 | 0.0488 | 0.1408 | 0.1408 | -1.0 | -1.0 | 0.0642 | 0.3517 | 0.0611 | 0.2116 | 0.0 | 0.0 | 0.0 | 0.0 |
2.1429 | 126.1905 | 2650 | 1.9258 | 0.032 | 0.0924 | 0.0102 | 0.0322 | -1.0 | -1.0 | 0.0089 | 0.0512 | 0.1497 | 0.1497 | -1.0 | -1.0 | 0.0543 | 0.351 | 0.0737 | 0.2476 | 0.0 | 0.0 | 0.0 | 0.0 |
2.4736 | 128.5714 | 2700 | 1.8432 | 0.0308 | 0.1012 | 0.0089 | 0.0309 | -1.0 | -1.0 | 0.0116 | 0.0527 | 0.1423 | 0.1423 | -1.0 | -1.0 | 0.0562 | 0.3462 | 0.0671 | 0.2231 | 0.0 | 0.0 | 0.0 | 0.0 |
3.2416 | 130.9524 | 2750 | 1.8771 | 0.0299 | 0.1034 | 0.0046 | 0.03 | -1.0 | -1.0 | 0.0146 | 0.0513 | 0.1318 | 0.1318 | -1.0 | -1.0 | 0.0578 | 0.3586 | 0.0618 | 0.1687 | 0.0 | 0.0 | 0.0 | 0.0 |
2.7459 | 133.3333 | 2800 | 1.8288 | 0.0329 | 0.0989 | 0.0084 | 0.033 | -1.0 | -1.0 | 0.0115 | 0.0494 | 0.1367 | 0.1367 | -1.0 | -1.0 | 0.0708 | 0.3814 | 0.0608 | 0.1653 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5708 | 135.7143 | 2850 | 1.7785 | 0.0395 | 0.1209 | 0.0132 | 0.0396 | -1.0 | -1.0 | 0.0122 | 0.062 | 0.167 | 0.167 | -1.0 | -1.0 | 0.0727 | 0.3959 | 0.0853 | 0.2721 | 0.0 | 0.0 | 0.0 | 0.0 |
2.7369 | 138.0952 | 2900 | 1.8695 | 0.0325 | 0.0982 | 0.0104 | 0.0325 | -1.0 | -1.0 | 0.0117 | 0.0521 | 0.1431 | 0.1431 | -1.0 | -1.0 | 0.0668 | 0.3731 | 0.0633 | 0.1993 | 0.0 | 0.0 | 0.0 | 0.0 |
2.3017 | 140.4762 | 2950 | 1.8194 | 0.0347 | 0.1082 | 0.0117 | 0.0349 | -1.0 | -1.0 | 0.0113 | 0.0533 | 0.1534 | 0.1534 | -1.0 | -1.0 | 0.0584 | 0.3586 | 0.0805 | 0.2551 | 0.0 | 0.0 | 0.0 | 0.0 |
3.1314 | 142.8571 | 3000 | 1.7812 | 0.0361 | 0.1164 | 0.0104 | 0.0363 | -1.0 | -1.0 | 0.0137 | 0.0588 | 0.1586 | 0.1586 | -1.0 | -1.0 | 0.0694 | 0.3869 | 0.0749 | 0.2476 | 0.0 | 0.0 | 0.0 | 0.0 |
1.7486 | 145.2381 | 3050 | 1.8586 | 0.0317 | 0.0984 | 0.0105 | 0.0318 | -1.0 | -1.0 | 0.0094 | 0.0523 | 0.142 | 0.142 | -1.0 | -1.0 | 0.0654 | 0.3538 | 0.0615 | 0.2143 | 0.0 | 0.0 | 0.0 | 0.0 |
2.4079 | 147.6190 | 3100 | 1.8326 | 0.0391 | 0.1142 | 0.0134 | 0.0392 | -1.0 | -1.0 | 0.011 | 0.0526 | 0.1618 | 0.1618 | -1.0 | -1.0 | 0.0787 | 0.3807 | 0.0777 | 0.2667 | 0.0 | 0.0 | 0.0 | 0.0 |
2.4919 | 150.0 | 3150 | 1.8257 | 0.0462 | 0.1345 | 0.0184 | 0.0463 | -1.0 | -1.0 | 0.011 | 0.0582 | 0.1784 | 0.1784 | -1.0 | -1.0 | 0.0739 | 0.3641 | 0.111 | 0.3497 | 0.0 | 0.0 | 0.0 | 0.0 |
4.3719 | 152.3810 | 3200 | 1.8218 | 0.048 | 0.1371 | 0.0193 | 0.0481 | -1.0 | -1.0 | 0.0132 | 0.062 | 0.1811 | 0.1811 | -1.0 | -1.0 | 0.0834 | 0.3938 | 0.1087 | 0.3306 | 0.0 | 0.0 | 0.0 | 0.0 |
1.8199 | 154.7619 | 3250 | 1.7895 | 0.0397 | 0.1204 | 0.0145 | 0.0397 | -1.0 | -1.0 | 0.0099 | 0.058 | 0.165 | 0.165 | -1.0 | -1.0 | 0.0632 | 0.3538 | 0.0956 | 0.3061 | 0.0 | 0.0 | 0.0 | 0.0 |
2.7142 | 157.1429 | 3300 | 1.8450 | 0.0447 | 0.1299 | 0.0209 | 0.0448 | -1.0 | -1.0 | 0.0105 | 0.0617 | 0.1711 | 0.1711 | -1.0 | -1.0 | 0.0904 | 0.4103 | 0.0885 | 0.2741 | 0.0 | 0.0 | 0.0 | 0.0 |
2.22 | 159.5238 | 3350 | 1.8124 | 0.0473 | 0.1369 | 0.0186 | 0.0474 | -1.0 | -1.0 | 0.0125 | 0.0616 | 0.1777 | 0.1777 | -1.0 | -1.0 | 0.0824 | 0.3814 | 0.1069 | 0.3293 | 0.0 | 0.0 | 0.0 | 0.0 |
2.972 | 161.9048 | 3400 | 1.7939 | 0.0415 | 0.1337 | 0.0133 | 0.0415 | -1.0 | -1.0 | 0.0122 | 0.0568 | 0.1667 | 0.1667 | -1.0 | -1.0 | 0.0638 | 0.3483 | 0.1023 | 0.3184 | 0.0 | 0.0 | 0.0 | 0.0 |
2.3744 | 164.2857 | 3450 | 1.8844 | 0.0368 | 0.1201 | 0.0112 | 0.0369 | -1.0 | -1.0 | 0.0111 | 0.0577 | 0.1521 | 0.1521 | -1.0 | -1.0 | 0.0566 | 0.3283 | 0.0907 | 0.2803 | 0.0 | 0.0 | 0.0 | 0.0 |
3.5121 | 166.6667 | 3500 | 1.8592 | 0.0483 | 0.143 | 0.0164 | 0.0484 | -1.0 | -1.0 | 0.013 | 0.0651 | 0.1725 | 0.1725 | -1.0 | -1.0 | 0.0899 | 0.3793 | 0.1031 | 0.3109 | 0.0 | 0.0 | 0.0 | 0.0 |
3.4954 | 169.0476 | 3550 | 1.8315 | 0.0425 | 0.1387 | 0.0111 | 0.0426 | -1.0 | -1.0 | 0.0132 | 0.0584 | 0.1676 | 0.1676 | -1.0 | -1.0 | 0.0743 | 0.3766 | 0.0956 | 0.2939 | 0.0 | 0.0 | 0.0 | 0.0 |
3.556 | 171.4286 | 3600 | 1.7567 | 0.0565 | 0.1656 | 0.0172 | 0.0565 | -1.0 | -1.0 | 0.0125 | 0.0682 | 0.1873 | 0.1873 | -1.0 | -1.0 | 0.0846 | 0.3759 | 0.1413 | 0.3735 | 0.0 | 0.0 | 0.0 | 0.0 |
2.2851 | 173.8095 | 3650 | 1.7867 | 0.0555 | 0.1639 | 0.0179 | 0.0556 | -1.0 | -1.0 | 0.0132 | 0.0668 | 0.1823 | 0.1823 | -1.0 | -1.0 | 0.0923 | 0.4007 | 0.1297 | 0.3286 | 0.0 | 0.0 | 0.0 | 0.0 |
3.4613 | 176.1905 | 3700 | 1.8009 | 0.0545 | 0.1682 | 0.014 | 0.0546 | -1.0 | -1.0 | 0.0127 | 0.0673 | 0.1824 | 0.1824 | -1.0 | -1.0 | 0.0827 | 0.3752 | 0.1354 | 0.3544 | 0.0 | 0.0 | 0.0 | 0.0 |
3.0881 | 178.5714 | 3750 | 1.8005 | 0.0464 | 0.1519 | 0.0171 | 0.0465 | -1.0 | -1.0 | 0.0096 | 0.0665 | 0.1667 | 0.1667 | -1.0 | -1.0 | 0.0761 | 0.3621 | 0.1093 | 0.3048 | 0.0 | 0.0 | 0.0 | 0.0 |
2.9231 | 180.9524 | 3800 | 1.7306 | 0.0586 | 0.176 | 0.0186 | 0.0586 | -1.0 | -1.0 | 0.0129 | 0.0705 | 0.1892 | 0.1892 | -1.0 | -1.0 | 0.0763 | 0.3697 | 0.1579 | 0.3871 | 0.0 | 0.0 | 0.0 | 0.0 |
2.0416 | 183.3333 | 3850 | 1.7399 | 0.0542 | 0.1507 | 0.021 | 0.0542 | -1.0 | -1.0 | 0.0142 | 0.0697 | 0.189 | 0.189 | -1.0 | -1.0 | 0.0707 | 0.369 | 0.146 | 0.3871 | 0.0 | 0.0 | 0.0 | 0.0 |
2.5209 | 185.7143 | 3900 | 1.6912 | 0.052 | 0.1354 | 0.0275 | 0.052 | -1.0 | -1.0 | 0.0156 | 0.0675 | 0.1844 | 0.1844 | -1.0 | -1.0 | 0.0829 | 0.4028 | 0.1251 | 0.3347 | 0.0 | 0.0 | 0.0 | 0.0 |
2.5359 | 188.0952 | 3950 | 1.7178 | 0.051 | 0.1526 | 0.0198 | 0.051 | -1.0 | -1.0 | 0.0144 | 0.0676 | 0.1776 | 0.1776 | -1.0 | -1.0 | 0.0758 | 0.3676 | 0.128 | 0.3429 | 0.0 | 0.0 | 0.0 | 0.0 |
4.5343 | 190.4762 | 4000 | 1.6057 | 0.048 | 0.157 | 0.016 | 0.0481 | -1.0 | -1.0 | 0.0079 | 0.0633 | 0.1807 | 0.1807 | -1.0 | -1.0 | 0.0702 | 0.3752 | 0.1217 | 0.3476 | 0.0 | 0.0 | 0.0 | 0.0 |
3.8387 | 192.8571 | 4050 | 1.7024 | 0.0556 | 0.168 | 0.0196 | 0.0559 | -1.0 | -1.0 | 0.0115 | 0.0719 | 0.1815 | 0.1815 | -1.0 | -1.0 | 0.0798 | 0.3641 | 0.1426 | 0.3619 | 0.0 | 0.0 | 0.0 | 0.0 |
3.458 | 195.2381 | 4100 | 1.7157 | 0.0604 | 0.1813 | 0.0211 | 0.0604 | -1.0 | -1.0 | 0.0137 | 0.0721 | 0.1905 | 0.1905 | -1.0 | -1.0 | 0.1017 | 0.411 | 0.14 | 0.351 | 0.0 | 0.0 | 0.0 | 0.0 |
3.4619 | 197.6190 | 4150 | 1.6910 | 0.063 | 0.1719 | 0.0282 | 0.063 | -1.0 | -1.0 | 0.0141 | 0.07 | 0.1937 | 0.1937 | -1.0 | -1.0 | 0.0948 | 0.4007 | 0.1571 | 0.3741 | 0.0 | 0.0 | 0.0 | 0.0 |
1.2772 | 200.0 | 4200 | 1.7450 | 0.0542 | 0.1602 | 0.0199 | 0.0543 | -1.0 | -1.0 | 0.0142 | 0.0668 | 0.1791 | 0.1791 | -1.0 | -1.0 | 0.0836 | 0.3593 | 0.1334 | 0.3571 | 0.0 | 0.0 | 0.0 | 0.0 |
3.769 | 202.3810 | 4250 | 1.7139 | 0.0638 | 0.1747 | 0.0304 | 0.0638 | -1.0 | -1.0 | 0.0142 | 0.0731 | 0.1959 | 0.1959 | -1.0 | -1.0 | 0.0967 | 0.4014 | 0.1584 | 0.3823 | 0.0 | 0.0 | 0.0 | 0.0 |
2.2511 | 204.7619 | 4300 | 1.6958 | 0.0601 | 0.1682 | 0.0261 | 0.0601 | -1.0 | -1.0 | 0.0153 | 0.0715 | 0.1856 | 0.1856 | -1.0 | -1.0 | 0.0799 | 0.3683 | 0.1606 | 0.3741 | 0.0 | 0.0 | 0.0 | 0.0 |
1.987 | 207.1429 | 4350 | 1.6798 | 0.0682 | 0.1832 | 0.0313 | 0.0683 | -1.0 | -1.0 | 0.0158 | 0.076 | 0.2001 | 0.2001 | -1.0 | -1.0 | 0.0902 | 0.3972 | 0.1826 | 0.3912 | 0.0 | 0.0121 | 0.0 | 0.0 |
2.4103 | 209.5238 | 4400 | 1.6743 | 0.0598 | 0.1678 | 0.0263 | 0.0599 | -1.0 | -1.0 | 0.0139 | 0.0716 | 0.1959 | 0.1959 | -1.0 | -1.0 | 0.0869 | 0.3924 | 0.1523 | 0.3762 | 0.0 | 0.0152 | 0.0 | 0.0 |
3.1688 | 211.9048 | 4450 | 1.6290 | 0.0607 | 0.1734 | 0.0202 | 0.0608 | -1.0 | -1.0 | 0.0151 | 0.0726 | 0.1883 | 0.1883 | -1.0 | -1.0 | 0.0852 | 0.3745 | 0.1577 | 0.3789 | 0.0 | 0.0 | 0.0 | 0.0 |
3.7743 | 214.2857 | 4500 | 1.6769 | 0.0572 | 0.1673 | 0.0178 | 0.0574 | -1.0 | -1.0 | 0.0125 | 0.0612 | 0.1996 | 0.1996 | -1.0 | -1.0 | 0.0777 | 0.3607 | 0.1507 | 0.3864 | 0.0002 | 0.0515 | 0.0 | 0.0 |
3.0991 | 216.6667 | 4550 | 1.6421 | 0.0597 | 0.1777 | 0.0173 | 0.0598 | -1.0 | -1.0 | 0.0149 | 0.0719 | 0.1942 | 0.1942 | -1.0 | -1.0 | 0.0881 | 0.3759 | 0.1507 | 0.3735 | 0.0001 | 0.0273 | 0.0 | 0.0 |
3.8316 | 219.0476 | 4600 | 1.6430 | 0.061 | 0.1741 | 0.021 | 0.0611 | -1.0 | -1.0 | 0.0125 | 0.0655 | 0.1932 | 0.1932 | -1.0 | -1.0 | 0.0827 | 0.3779 | 0.1611 | 0.3769 | 0.0 | 0.0182 | 0.0 | 0.0 |
3.0525 | 221.4286 | 4650 | 1.6344 | 0.0694 | 0.1863 | 0.0265 | 0.0696 | -1.0 | -1.0 | 0.0134 | 0.0741 | 0.2039 | 0.2039 | -1.0 | -1.0 | 0.0965 | 0.3959 | 0.181 | 0.3864 | 0.0001 | 0.0333 | 0.0 | 0.0 |
3.5276 | 223.8095 | 4700 | 1.6607 | 0.062 | 0.1801 | 0.0322 | 0.0622 | -1.0 | -1.0 | 0.0127 | 0.0674 | 0.2015 | 0.2015 | -1.0 | -1.0 | 0.081 | 0.3855 | 0.167 | 0.3871 | 0.0001 | 0.0333 | 0.0 | 0.0 |
3.3522 | 226.1905 | 4750 | 1.6290 | 0.0564 | 0.1678 | 0.0201 | 0.0567 | -1.0 | -1.0 | 0.0116 | 0.0631 | 0.2001 | 0.2001 | -1.0 | -1.0 | 0.0777 | 0.3621 | 0.1475 | 0.3687 | 0.0003 | 0.0697 | 0.0 | 0.0 |
3.3288 | 228.5714 | 4800 | 1.5504 | 0.0663 | 0.1876 | 0.0245 | 0.0668 | -1.0 | -1.0 | 0.0153 | 0.0729 | 0.2034 | 0.2034 | -1.0 | -1.0 | 0.0933 | 0.391 | 0.1718 | 0.3864 | 0.0001 | 0.0364 | 0.0 | 0.0 |
2.4487 | 230.9524 | 4850 | 1.5352 | 0.0739 | 0.1912 | 0.03 | 0.0742 | -1.0 | -1.0 | 0.0165 | 0.0777 | 0.2105 | 0.2105 | -1.0 | -1.0 | 0.1021 | 0.4041 | 0.1934 | 0.3925 | 0.0002 | 0.0455 | 0.0 | 0.0 |
1.9585 | 233.3333 | 4900 | 1.5412 | 0.0736 | 0.181 | 0.0347 | 0.0739 | -1.0 | -1.0 | 0.0187 | 0.0781 | 0.2155 | 0.2155 | -1.0 | -1.0 | 0.106 | 0.4297 | 0.1884 | 0.3898 | 0.0001 | 0.0424 | 0.0 | 0.0 |
2.5428 | 235.7143 | 4950 | 1.5353 | 0.0729 | 0.188 | 0.0356 | 0.0732 | -1.0 | -1.0 | 0.0146 | 0.0782 | 0.2135 | 0.2135 | -1.0 | -1.0 | 0.0962 | 0.4062 | 0.1951 | 0.4054 | 0.0001 | 0.0424 | 0.0 | 0.0 |
2.4251 | 238.0952 | 5000 | 1.5760 | 0.0714 | 0.1984 | 0.0249 | 0.0717 | -1.0 | -1.0 | 0.0137 | 0.0774 | 0.2052 | 0.2052 | -1.0 | -1.0 | 0.0992 | 0.3834 | 0.1865 | 0.3918 | 0.0001 | 0.0455 | 0.0 | 0.0 |
1.6525 | 240.4762 | 5050 | 1.5602 | 0.0682 | 0.1942 | 0.0262 | 0.0686 | -1.0 | -1.0 | 0.0137 | 0.0772 | 0.2125 | 0.2125 | -1.0 | -1.0 | 0.0935 | 0.4028 | 0.1789 | 0.3898 | 0.0002 | 0.0576 | 0.0 | 0.0 |
2.1781 | 242.8571 | 5100 | 1.5591 | 0.068 | 0.1902 | 0.0261 | 0.0682 | -1.0 | -1.0 | 0.017 | 0.0765 | 0.2077 | 0.2077 | -1.0 | -1.0 | 0.0951 | 0.4028 | 0.1766 | 0.3796 | 0.0002 | 0.0485 | 0.0 | 0.0 |
2.1594 | 245.2381 | 5150 | 1.5475 | 0.0724 | 0.1919 | 0.0287 | 0.0726 | -1.0 | -1.0 | 0.0158 | 0.0756 | 0.2035 | 0.2035 | -1.0 | -1.0 | 0.0962 | 0.391 | 0.1933 | 0.3898 | 0.0001 | 0.0333 | 0.0 | 0.0 |
3.6517 | 247.6190 | 5200 | 1.5429 | 0.0769 | 0.2127 | 0.0323 | 0.0771 | -1.0 | -1.0 | 0.0158 | 0.0762 | 0.2095 | 0.2095 | -1.0 | -1.0 | 0.1061 | 0.3945 | 0.2012 | 0.398 | 0.0001 | 0.0455 | 0.0 | 0.0 |
3.9287 | 250.0 | 5250 | 1.5864 | 0.0651 | 0.1883 | 0.0322 | 0.0654 | -1.0 | -1.0 | 0.0137 | 0.0744 | 0.1954 | 0.1954 | -1.0 | -1.0 | 0.0853 | 0.3531 | 0.175 | 0.3952 | 0.0001 | 0.0333 | 0.0 | 0.0 |
1.8995 | 252.3810 | 5300 | 1.5635 | 0.0742 | 0.2097 | 0.0295 | 0.0743 | -1.0 | -1.0 | 0.018 | 0.0806 | 0.2069 | 0.2069 | -1.0 | -1.0 | 0.1016 | 0.4028 | 0.1953 | 0.4068 | 0.0 | 0.0182 | 0.0 | 0.0 |
3.4113 | 254.7619 | 5350 | 1.5300 | 0.0728 | 0.2058 | 0.0305 | 0.0731 | -1.0 | -1.0 | 0.0142 | 0.0767 | 0.1998 | 0.1998 | -1.0 | -1.0 | 0.0978 | 0.389 | 0.1935 | 0.383 | 0.0001 | 0.0273 | 0.0 | 0.0 |
3.7916 | 257.1429 | 5400 | 1.5394 | 0.0696 | 0.1963 | 0.0322 | 0.0698 | -1.0 | -1.0 | 0.0125 | 0.0748 | 0.2065 | 0.2065 | -1.0 | -1.0 | 0.104 | 0.3993 | 0.1744 | 0.3905 | 0.0001 | 0.0364 | 0.0 | 0.0 |
3.742 | 259.5238 | 5450 | 1.5474 | 0.0658 | 0.1939 | 0.0283 | 0.0659 | -1.0 | -1.0 | 0.0158 | 0.0727 | 0.198 | 0.198 | -1.0 | -1.0 | 0.0883 | 0.3814 | 0.1746 | 0.3741 | 0.0001 | 0.0364 | 0.0 | 0.0 |
2.5153 | 261.9048 | 5500 | 1.5013 | 0.0657 | 0.1867 | 0.0251 | 0.0662 | -1.0 | -1.0 | 0.0158 | 0.0686 | 0.2065 | 0.2065 | -1.0 | -1.0 | 0.0939 | 0.3876 | 0.1686 | 0.3837 | 0.0003 | 0.0545 | 0.0 | 0.0 |
3.5451 | 264.2857 | 5550 | 1.5084 | 0.0663 | 0.1851 | 0.0274 | 0.0665 | -1.0 | -1.0 | 0.0153 | 0.0722 | 0.1952 | 0.1952 | -1.0 | -1.0 | 0.0896 | 0.3731 | 0.1753 | 0.3714 | 0.0001 | 0.0364 | 0.0 | 0.0 |
2.2378 | 266.6667 | 5600 | 1.4982 | 0.0697 | 0.1974 | 0.0244 | 0.0704 | -1.0 | -1.0 | 0.0161 | 0.0776 | 0.2112 | 0.2112 | -1.0 | -1.0 | 0.1025 | 0.3959 | 0.1755 | 0.3762 | 0.0007 | 0.0727 | 0.0 | 0.0 |
3.1692 | 269.0476 | 5650 | 1.5182 | 0.0647 | 0.1847 | 0.0309 | 0.0653 | -1.0 | -1.0 | 0.0166 | 0.0709 | 0.2108 | 0.2108 | -1.0 | -1.0 | 0.089 | 0.3897 | 0.1694 | 0.3898 | 0.0005 | 0.0636 | 0.0 | 0.0 |
2.9437 | 271.4286 | 5700 | 1.5248 | 0.067 | 0.1966 | 0.0304 | 0.0684 | -1.0 | -1.0 | 0.0137 | 0.0777 | 0.2148 | 0.2148 | -1.0 | -1.0 | 0.0957 | 0.3848 | 0.1704 | 0.3803 | 0.0019 | 0.0939 | 0.0 | 0.0 |
2.547 | 273.8095 | 5750 | 1.4968 | 0.0729 | 0.1928 | 0.0336 | 0.0734 | -1.0 | -1.0 | 0.0163 | 0.081 | 0.2206 | 0.2206 | -1.0 | -1.0 | 0.1043 | 0.4166 | 0.187 | 0.3993 | 0.0004 | 0.0667 | 0.0 | 0.0 |
2.1694 | 276.1905 | 5800 | 1.5210 | 0.0708 | 0.1988 | 0.0249 | 0.0715 | -1.0 | -1.0 | 0.0178 | 0.0847 | 0.2118 | 0.2118 | -1.0 | -1.0 | 0.095 | 0.3897 | 0.1876 | 0.3878 | 0.0007 | 0.0697 | 0.0 | 0.0 |
3.3795 | 278.5714 | 5850 | 1.5301 | 0.0778 | 0.2018 | 0.0373 | 0.079 | -1.0 | -1.0 | 0.0163 | 0.084 | 0.2339 | 0.2339 | -1.0 | -1.0 | 0.1153 | 0.4172 | 0.1921 | 0.4122 | 0.0037 | 0.1061 | 0.0 | 0.0 |
2.3155 | 280.9524 | 5900 | 1.4999 | 0.0763 | 0.2051 | 0.031 | 0.0774 | -1.0 | -1.0 | 0.0158 | 0.0833 | 0.2239 | 0.2239 | -1.0 | -1.0 | 0.1097 | 0.4028 | 0.1945 | 0.402 | 0.001 | 0.0909 | 0.0 | 0.0 |
3.3293 | 283.3333 | 5950 | 1.5405 | 0.0678 | 0.1929 | 0.0328 | 0.0688 | -1.0 | -1.0 | 0.0139 | 0.0818 | 0.2048 | 0.2048 | -1.0 | -1.0 | 0.0948 | 0.3614 | 0.1751 | 0.3912 | 0.0012 | 0.0667 | 0.0 | 0.0 |
3.1389 | 285.7143 | 6000 | 1.5486 | 0.0681 | 0.196 | 0.0291 | 0.0687 | -1.0 | -1.0 | 0.0141 | 0.0781 | 0.2067 | 0.2067 | -1.0 | -1.0 | 0.1025 | 0.391 | 0.1694 | 0.3782 | 0.0004 | 0.0576 | 0.0 | 0.0 |
2.483 | 288.0952 | 6050 | 1.5250 | 0.0725 | 0.2079 | 0.0281 | 0.0735 | -1.0 | -1.0 | 0.0166 | 0.0798 | 0.2104 | 0.2104 | -1.0 | -1.0 | 0.107 | 0.3848 | 0.182 | 0.3932 | 0.0011 | 0.0636 | 0.0 | 0.0 |
2.2803 | 290.4762 | 6100 | 1.4958 | 0.078 | 0.2201 | 0.0313 | 0.0795 | -1.0 | -1.0 | 0.0175 | 0.0872 | 0.2159 | 0.2159 | -1.0 | -1.0 | 0.1262 | 0.4159 | 0.1846 | 0.381 | 0.0013 | 0.0667 | 0.0 | 0.0 |
2.6998 | 292.8571 | 6150 | 1.5316 | 0.0781 | 0.2113 | 0.0317 | 0.0784 | -1.0 | -1.0 | 0.0165 | 0.0807 | 0.2062 | 0.2062 | -1.0 | -1.0 | 0.1149 | 0.4076 | 0.1974 | 0.3871 | 0.0002 | 0.0303 | 0.0 | 0.0 |
2.6467 | 295.2381 | 6200 | 1.5094 | 0.0707 | 0.2067 | 0.0252 | 0.0711 | -1.0 | -1.0 | 0.0166 | 0.076 | 0.2002 | 0.2002 | -1.0 | -1.0 | 0.1004 | 0.3883 | 0.1822 | 0.3884 | 0.0003 | 0.0242 | 0.0 | 0.0 |
3.5852 | 297.6190 | 6250 | 1.4842 | 0.0723 | 0.1976 | 0.031 | 0.0726 | -1.0 | -1.0 | 0.0156 | 0.0801 | 0.2087 | 0.2087 | -1.0 | -1.0 | 0.1012 | 0.4048 | 0.1876 | 0.3966 | 0.0002 | 0.0333 | 0.0 | 0.0 |
2.4779 | 300.0 | 6300 | 1.4774 | 0.0779 | 0.2119 | 0.0335 | 0.0783 | -1.0 | -1.0 | 0.0165 | 0.0843 | 0.2095 | 0.2095 | -1.0 | -1.0 | 0.1075 | 0.409 | 0.2039 | 0.3986 | 0.0002 | 0.0303 | 0.0 | 0.0 |
2.5978 | 302.3810 | 6350 | 1.4690 | 0.0799 | 0.2158 | 0.0346 | 0.0805 | -1.0 | -1.0 | 0.0166 | 0.0892 | 0.2153 | 0.2153 | -1.0 | -1.0 | 0.1186 | 0.4221 | 0.2004 | 0.4027 | 0.0004 | 0.0364 | 0.0 | 0.0 |
1.364 | 304.7619 | 6400 | 1.4804 | 0.0711 | 0.2028 | 0.0334 | 0.0715 | -1.0 | -1.0 | 0.0154 | 0.0775 | 0.2061 | 0.2061 | -1.0 | -1.0 | 0.0978 | 0.3938 | 0.1859 | 0.3789 | 0.0005 | 0.0515 | 0.0 | 0.0 |
2.3768 | 307.1429 | 6450 | 1.4851 | 0.0718 | 0.195 | 0.0304 | 0.0723 | -1.0 | -1.0 | 0.0147 | 0.0871 | 0.2031 | 0.2031 | -1.0 | -1.0 | 0.0927 | 0.3738 | 0.1932 | 0.381 | 0.0014 | 0.0576 | 0.0 | 0.0 |
1.8713 | 309.5238 | 6500 | 1.4436 | 0.074 | 0.2044 | 0.0281 | 0.0755 | -1.0 | -1.0 | 0.017 | 0.0795 | 0.206 | 0.206 | -1.0 | -1.0 | 0.0972 | 0.3738 | 0.1948 | 0.3864 | 0.0041 | 0.0636 | 0.0 | 0.0 |
3.0904 | 311.9048 | 6550 | 1.4842 | 0.0701 | 0.1993 | 0.0264 | 0.0709 | -1.0 | -1.0 | 0.0123 | 0.0785 | 0.2001 | 0.2001 | -1.0 | -1.0 | 0.0915 | 0.3628 | 0.1862 | 0.3891 | 0.0026 | 0.0485 | 0.0 | 0.0 |
2.4667 | 314.2857 | 6600 | 1.4882 | 0.0746 | 0.2038 | 0.0288 | 0.0758 | -1.0 | -1.0 | 0.0132 | 0.0895 | 0.2136 | 0.2136 | -1.0 | -1.0 | 0.0986 | 0.3752 | 0.1959 | 0.3973 | 0.0038 | 0.0818 | 0.0 | 0.0 |
1.866 | 316.6667 | 6650 | 1.4766 | 0.0741 | 0.2044 | 0.0328 | 0.0753 | -1.0 | -1.0 | 0.0132 | 0.0841 | 0.2148 | 0.2148 | -1.0 | -1.0 | 0.0911 | 0.3772 | 0.2016 | 0.4 | 0.0037 | 0.0818 | 0.0 | 0.0 |
3.5635 | 319.0476 | 6700 | 1.4745 | 0.0749 | 0.2113 | 0.0325 | 0.076 | -1.0 | -1.0 | 0.0168 | 0.0899 | 0.2139 | 0.2139 | -1.0 | -1.0 | 0.1058 | 0.3945 | 0.1895 | 0.3762 | 0.0045 | 0.0848 | 0.0 | 0.0 |
2.3942 | 321.4286 | 6750 | 1.4802 | 0.0838 | 0.224 | 0.0394 | 0.0847 | -1.0 | -1.0 | 0.0175 | 0.0965 | 0.2311 | 0.2311 | -1.0 | -1.0 | 0.1149 | 0.4207 | 0.2174 | 0.4129 | 0.0031 | 0.0909 | 0.0 | 0.0 |
1.9401 | 323.8095 | 6800 | 1.4722 | 0.0848 | 0.2195 | 0.0356 | 0.0855 | -1.0 | -1.0 | 0.0192 | 0.0971 | 0.2309 | 0.2309 | -1.0 | -1.0 | 0.1139 | 0.4234 | 0.2177 | 0.4 | 0.0077 | 0.1 | 0.0 | 0.0 |
2.6402 | 326.1905 | 6850 | 1.4756 | 0.0791 | 0.2102 | 0.0307 | 0.0799 | -1.0 | -1.0 | 0.0159 | 0.0931 | 0.2244 | 0.2244 | -1.0 | -1.0 | 0.1066 | 0.4234 | 0.2076 | 0.4014 | 0.0021 | 0.0727 | 0.0 | 0.0 |
2.0754 | 328.5714 | 6900 | 1.4647 | 0.0815 | 0.2134 | 0.0373 | 0.0823 | -1.0 | -1.0 | 0.0192 | 0.091 | 0.2266 | 0.2266 | -1.0 | -1.0 | 0.1124 | 0.4324 | 0.2131 | 0.4163 | 0.0006 | 0.0576 | 0.0 | 0.0 |
3.5695 | 330.9524 | 6950 | 1.4701 | 0.0834 | 0.2147 | 0.033 | 0.0837 | -1.0 | -1.0 | 0.0178 | 0.0907 | 0.226 | 0.226 | -1.0 | -1.0 | 0.1144 | 0.4421 | 0.2187 | 0.4163 | 0.0004 | 0.0455 | 0.0 | 0.0 |
1.7561 | 333.3333 | 7000 | 1.4668 | 0.082 | 0.2178 | 0.0381 | 0.0829 | -1.0 | -1.0 | 0.017 | 0.0891 | 0.2216 | 0.2216 | -1.0 | -1.0 | 0.1054 | 0.431 | 0.2217 | 0.4068 | 0.0008 | 0.0485 | 0.0 | 0.0 |
1.4289 | 335.7143 | 7050 | 1.4628 | 0.0837 | 0.2172 | 0.0382 | 0.0847 | -1.0 | -1.0 | 0.0175 | 0.0922 | 0.2297 | 0.2297 | -1.0 | -1.0 | 0.1087 | 0.4331 | 0.2249 | 0.4068 | 0.0013 | 0.0788 | 0.0 | 0.0 |
1.831 | 338.0952 | 7100 | 1.4609 | 0.0782 | 0.2083 | 0.0342 | 0.0792 | -1.0 | -1.0 | 0.0161 | 0.0887 | 0.2256 | 0.2256 | -1.0 | -1.0 | 0.0909 | 0.3986 | 0.2188 | 0.4252 | 0.003 | 0.0788 | 0.0 | 0.0 |
2.1892 | 340.4762 | 7150 | 1.4544 | 0.0775 | 0.2152 | 0.0341 | 0.0791 | -1.0 | -1.0 | 0.0159 | 0.0901 | 0.2239 | 0.2239 | -1.0 | -1.0 | 0.1032 | 0.4055 | 0.2023 | 0.4082 | 0.0044 | 0.0818 | 0.0 | 0.0 |
1.8789 | 342.8571 | 7200 | 1.4317 | 0.0821 | 0.213 | 0.0378 | 0.0842 | -1.0 | -1.0 | 0.0163 | 0.0894 | 0.2278 | 0.2278 | -1.0 | -1.0 | 0.106 | 0.4083 | 0.2159 | 0.4088 | 0.0064 | 0.0939 | 0.0 | 0.0 |
1.3353 | 345.2381 | 7250 | 1.4429 | 0.0796 | 0.2196 | 0.0344 | 0.0808 | -1.0 | -1.0 | 0.0168 | 0.0877 | 0.2263 | 0.2263 | -1.0 | -1.0 | 0.0975 | 0.4048 | 0.2157 | 0.4095 | 0.0052 | 0.0909 | 0.0 | 0.0 |
2.1822 | 347.6190 | 7300 | 1.4393 | 0.0798 | 0.22 | 0.0339 | 0.0829 | -1.0 | -1.0 | 0.018 | 0.092 | 0.2266 | 0.2266 | -1.0 | -1.0 | 0.1057 | 0.4159 | 0.2104 | 0.4088 | 0.003 | 0.0818 | 0.0 | 0.0 |
3.1877 | 350.0 | 7350 | 1.4412 | 0.0836 | 0.217 | 0.0351 | 0.0844 | -1.0 | -1.0 | 0.0185 | 0.0913 | 0.2285 | 0.2285 | -1.0 | -1.0 | 0.1083 | 0.4166 | 0.2242 | 0.4218 | 0.0017 | 0.0758 | 0.0 | 0.0 |
3.229 | 352.3810 | 7400 | 1.4373 | 0.0874 | 0.2289 | 0.0388 | 0.0884 | -1.0 | -1.0 | 0.0173 | 0.1007 | 0.2348 | 0.2348 | -1.0 | -1.0 | 0.1168 | 0.4372 | 0.2301 | 0.4231 | 0.0026 | 0.0788 | 0.0 | 0.0 |
3.4487 | 354.7619 | 7450 | 1.4525 | 0.0802 | 0.218 | 0.0333 | 0.0815 | -1.0 | -1.0 | 0.0159 | 0.0921 | 0.2285 | 0.2285 | -1.0 | -1.0 | 0.1104 | 0.429 | 0.2081 | 0.4061 | 0.0024 | 0.0788 | 0.0 | 0.0 |
2.9083 | 357.1429 | 7500 | 1.4629 | 0.085 | 0.2298 | 0.0323 | 0.0858 | -1.0 | -1.0 | 0.0182 | 0.0962 | 0.2261 | 0.2261 | -1.0 | -1.0 | 0.1165 | 0.4255 | 0.2218 | 0.4 | 0.0017 | 0.0788 | 0.0 | 0.0 |
2.9609 | 359.5238 | 7550 | 1.4771 | 0.0834 | 0.2241 | 0.0402 | 0.0845 | -1.0 | -1.0 | 0.0189 | 0.0999 | 0.2297 | 0.2297 | -1.0 | -1.0 | 0.1181 | 0.4379 | 0.2121 | 0.3959 | 0.0033 | 0.0848 | 0.0 | 0.0 |
2.3594 | 361.9048 | 7600 | 1.4600 | 0.0813 | 0.228 | 0.0326 | 0.0833 | -1.0 | -1.0 | 0.0164 | 0.0956 | 0.2288 | 0.2288 | -1.0 | -1.0 | 0.1115 | 0.4324 | 0.2101 | 0.398 | 0.0034 | 0.0848 | 0.0 | 0.0 |
2.5984 | 364.2857 | 7650 | 1.4610 | 0.0896 | 0.2276 | 0.041 | 0.0911 | -1.0 | -1.0 | 0.0187 | 0.1009 | 0.2319 | 0.2319 | -1.0 | -1.0 | 0.1166 | 0.431 | 0.2377 | 0.4177 | 0.0043 | 0.0788 | 0.0 | 0.0 |
1.6617 | 366.6667 | 7700 | 1.4761 | 0.0792 | 0.2132 | 0.0311 | 0.0803 | -1.0 | -1.0 | 0.0166 | 0.0946 | 0.2236 | 0.2236 | -1.0 | -1.0 | 0.1032 | 0.4117 | 0.2116 | 0.4068 | 0.0022 | 0.0758 | 0.0 | 0.0 |
1.691 | 369.0476 | 7750 | 1.4261 | 0.0833 | 0.2187 | 0.0351 | 0.0845 | -1.0 | -1.0 | 0.0192 | 0.0948 | 0.2281 | 0.2281 | -1.0 | -1.0 | 0.1035 | 0.4069 | 0.2269 | 0.4116 | 0.0029 | 0.0939 | 0.0 | 0.0 |
1.8876 | 371.4286 | 7800 | 1.4102 | 0.0857 | 0.2232 | 0.0354 | 0.0866 | -1.0 | -1.0 | 0.0168 | 0.0927 | 0.2308 | 0.2308 | -1.0 | -1.0 | 0.1152 | 0.4297 | 0.2238 | 0.4116 | 0.004 | 0.0818 | 0.0 | 0.0 |
3.2563 | 373.8095 | 7850 | 1.4066 | 0.0921 | 0.2348 | 0.0476 | 0.0931 | -1.0 | -1.0 | 0.0194 | 0.0977 | 0.236 | 0.236 | -1.0 | -1.0 | 0.129 | 0.4448 | 0.2348 | 0.4143 | 0.0046 | 0.0848 | 0.0 | 0.0 |
2.6943 | 376.1905 | 7900 | 1.4171 | 0.0865 | 0.2277 | 0.0394 | 0.0873 | -1.0 | -1.0 | 0.0168 | 0.0977 | 0.2325 | 0.2325 | -1.0 | -1.0 | 0.1157 | 0.4317 | 0.2262 | 0.4163 | 0.0041 | 0.0818 | 0.0 | 0.0 |
1.4982 | 378.5714 | 7950 | 1.4144 | 0.0905 | 0.2321 | 0.0402 | 0.0924 | -1.0 | -1.0 | 0.0194 | 0.0956 | 0.2323 | 0.2323 | -1.0 | -1.0 | 0.1204 | 0.4221 | 0.236 | 0.4252 | 0.0057 | 0.0818 | 0.0 | 0.0 |
2.6451 | 380.9524 | 8000 | 1.4468 | 0.0848 | 0.2237 | 0.0347 | 0.0858 | -1.0 | -1.0 | 0.0182 | 0.0936 | 0.2348 | 0.2348 | -1.0 | -1.0 | 0.1163 | 0.4317 | 0.2194 | 0.4197 | 0.0034 | 0.0879 | 0.0 | 0.0 |
3.2164 | 383.3333 | 8050 | 1.4605 | 0.0827 | 0.2177 | 0.0331 | 0.0844 | -1.0 | -1.0 | 0.0183 | 0.095 | 0.2256 | 0.2256 | -1.0 | -1.0 | 0.1088 | 0.411 | 0.2165 | 0.4034 | 0.0055 | 0.0879 | 0.0 | 0.0 |
3.4244 | 385.7143 | 8100 | 1.4097 | 0.0869 | 0.2274 | 0.0327 | 0.0888 | -1.0 | -1.0 | 0.0194 | 0.0986 | 0.2335 | 0.2335 | -1.0 | -1.0 | 0.1137 | 0.4214 | 0.229 | 0.4218 | 0.0048 | 0.0909 | 0.0 | 0.0 |
2.7638 | 388.0952 | 8150 | 1.4089 | 0.0911 | 0.237 | 0.0409 | 0.0935 | -1.0 | -1.0 | 0.0183 | 0.0993 | 0.2346 | 0.2346 | -1.0 | -1.0 | 0.1274 | 0.4297 | 0.2312 | 0.4238 | 0.0059 | 0.0848 | 0.0 | 0.0 |
2.31 | 390.4762 | 8200 | 1.4158 | 0.0854 | 0.2338 | 0.0419 | 0.0874 | -1.0 | -1.0 | 0.0175 | 0.0969 | 0.2347 | 0.2347 | -1.0 | -1.0 | 0.1073 | 0.4097 | 0.2278 | 0.4354 | 0.0065 | 0.0939 | 0.0 | 0.0 |
2.4069 | 392.8571 | 8250 | 1.4358 | 0.0835 | 0.2271 | 0.0377 | 0.0879 | -1.0 | -1.0 | 0.0178 | 0.0994 | 0.2232 | 0.2232 | -1.0 | -1.0 | 0.1113 | 0.3966 | 0.2162 | 0.4116 | 0.0064 | 0.0848 | 0.0 | 0.0 |
2.2901 | 395.2381 | 8300 | 1.4329 | 0.0834 | 0.2291 | 0.0323 | 0.0878 | -1.0 | -1.0 | 0.0175 | 0.0934 | 0.2246 | 0.2246 | -1.0 | -1.0 | 0.1131 | 0.4 | 0.214 | 0.4136 | 0.0064 | 0.0848 | 0.0 | 0.0 |
1.9198 | 397.6190 | 8350 | 1.4235 | 0.0847 | 0.2304 | 0.0409 | 0.0893 | -1.0 | -1.0 | 0.0171 | 0.0945 | 0.2272 | 0.2272 | -1.0 | -1.0 | 0.1177 | 0.4103 | 0.212 | 0.4075 | 0.0091 | 0.0909 | 0.0 | 0.0 |
3.1922 | 400.0 | 8400 | 1.4082 | 0.0918 | 0.2473 | 0.0405 | 0.0959 | -1.0 | -1.0 | 0.0163 | 0.0964 | 0.2296 | 0.2296 | -1.0 | -1.0 | 0.1227 | 0.4076 | 0.2389 | 0.4231 | 0.0055 | 0.0879 | 0.0 | 0.0 |
3.0085 | 402.3810 | 8450 | 1.4034 | 0.0925 | 0.2445 | 0.041 | 0.0967 | -1.0 | -1.0 | 0.0185 | 0.0952 | 0.2283 | 0.2283 | -1.0 | -1.0 | 0.1262 | 0.4117 | 0.2384 | 0.4259 | 0.0056 | 0.0758 | 0.0 | 0.0 |
1.5984 | 404.7619 | 8500 | 1.3941 | 0.093 | 0.2414 | 0.0415 | 0.0949 | -1.0 | -1.0 | 0.0183 | 0.1025 | 0.2321 | 0.2321 | -1.0 | -1.0 | 0.1294 | 0.4255 | 0.2374 | 0.4211 | 0.005 | 0.0818 | 0.0 | 0.0 |
1.991 | 407.1429 | 8550 | 1.4102 | 0.0897 | 0.2389 | 0.0374 | 0.0904 | -1.0 | -1.0 | 0.0175 | 0.0946 | 0.2313 | 0.2313 | -1.0 | -1.0 | 0.1235 | 0.4186 | 0.231 | 0.4218 | 0.0043 | 0.0848 | 0.0 | 0.0 |
1.3276 | 409.5238 | 8600 | 1.4169 | 0.0884 | 0.2429 | 0.0394 | 0.0894 | -1.0 | -1.0 | 0.0182 | 0.0953 | 0.2279 | 0.2279 | -1.0 | -1.0 | 0.1267 | 0.4228 | 0.2226 | 0.4102 | 0.0042 | 0.0788 | 0.0 | 0.0 |
3.2065 | 411.9048 | 8650 | 1.3996 | 0.0897 | 0.2396 | 0.0403 | 0.0907 | -1.0 | -1.0 | 0.0177 | 0.0952 | 0.2349 | 0.2349 | -1.0 | -1.0 | 0.1244 | 0.4248 | 0.2302 | 0.4299 | 0.0041 | 0.0848 | 0.0 | 0.0 |
1.6072 | 414.2857 | 8700 | 1.4041 | 0.0887 | 0.2321 | 0.0375 | 0.0893 | -1.0 | -1.0 | 0.0176 | 0.0945 | 0.233 | 0.233 | -1.0 | -1.0 | 0.1191 | 0.4193 | 0.2314 | 0.4279 | 0.0044 | 0.0848 | 0.0 | 0.0 |
1.4998 | 416.6667 | 8750 | 1.4039 | 0.0862 | 0.2325 | 0.0372 | 0.0867 | -1.0 | -1.0 | 0.0175 | 0.0937 | 0.2291 | 0.2291 | -1.0 | -1.0 | 0.1197 | 0.4186 | 0.2202 | 0.4129 | 0.0048 | 0.0848 | 0.0 | 0.0 |
3.137 | 419.0476 | 8800 | 1.4154 | 0.0874 | 0.2333 | 0.0358 | 0.088 | -1.0 | -1.0 | 0.018 | 0.0919 | 0.2337 | 0.2337 | -1.0 | -1.0 | 0.1199 | 0.4276 | 0.2248 | 0.4163 | 0.0049 | 0.0909 | 0.0 | 0.0 |
3.0773 | 421.4286 | 8850 | 1.4129 | 0.088 | 0.2388 | 0.0356 | 0.0887 | -1.0 | -1.0 | 0.0177 | 0.0942 | 0.231 | 0.231 | -1.0 | -1.0 | 0.1196 | 0.4255 | 0.228 | 0.4197 | 0.0043 | 0.0788 | 0.0 | 0.0 |
2.3356 | 423.8095 | 8900 | 1.4199 | 0.0853 | 0.2304 | 0.0369 | 0.0869 | -1.0 | -1.0 | 0.0173 | 0.0929 | 0.2299 | 0.2299 | -1.0 | -1.0 | 0.1186 | 0.4207 | 0.2175 | 0.4082 | 0.0052 | 0.0909 | 0.0 | 0.0 |
2.1134 | 426.1905 | 8950 | 1.4049 | 0.0895 | 0.2336 | 0.0456 | 0.0918 | -1.0 | -1.0 | 0.0177 | 0.0963 | 0.2385 | 0.2385 | -1.0 | -1.0 | 0.1247 | 0.4276 | 0.2282 | 0.4265 | 0.0053 | 0.1 | 0.0 | 0.0 |
2.3926 | 428.5714 | 9000 | 1.4063 | 0.0879 | 0.2342 | 0.0491 | 0.0929 | -1.0 | -1.0 | 0.0175 | 0.0956 | 0.2355 | 0.2355 | -1.0 | -1.0 | 0.1182 | 0.4179 | 0.2268 | 0.4211 | 0.0066 | 0.103 | 0.0 | 0.0 |
1.5064 | 430.9524 | 9050 | 1.4012 | 0.0907 | 0.232 | 0.0476 | 0.0949 | -1.0 | -1.0 | 0.018 | 0.0961 | 0.2403 | 0.2403 | -1.0 | -1.0 | 0.127 | 0.4324 | 0.2303 | 0.4259 | 0.0056 | 0.103 | 0.0 | 0.0 |
3.1465 | 433.3333 | 9100 | 1.3983 | 0.0915 | 0.2381 | 0.047 | 0.0964 | -1.0 | -1.0 | 0.018 | 0.0973 | 0.2392 | 0.2392 | -1.0 | -1.0 | 0.1368 | 0.4428 | 0.2226 | 0.417 | 0.0065 | 0.097 | 0.0 | 0.0 |
1.5685 | 435.7143 | 9150 | 1.4009 | 0.0892 | 0.2334 | 0.0424 | 0.091 | -1.0 | -1.0 | 0.017 | 0.0951 | 0.2371 | 0.2371 | -1.0 | -1.0 | 0.1304 | 0.4338 | 0.2209 | 0.4177 | 0.0056 | 0.097 | 0.0 | 0.0 |
3.6 | 438.0952 | 9200 | 1.3948 | 0.0892 | 0.2393 | 0.0425 | 0.0912 | -1.0 | -1.0 | 0.0176 | 0.0957 | 0.2371 | 0.2371 | -1.0 | -1.0 | 0.1309 | 0.4317 | 0.221 | 0.4136 | 0.0047 | 0.103 | 0.0 | 0.0 |
2.1831 | 440.4762 | 9250 | 1.3857 | 0.0871 | 0.2343 | 0.0455 | 0.0892 | -1.0 | -1.0 | 0.0177 | 0.0943 | 0.2398 | 0.2398 | -1.0 | -1.0 | 0.1255 | 0.44 | 0.2164 | 0.419 | 0.0067 | 0.1 | 0.0 | 0.0 |
1.3684 | 442.8571 | 9300 | 1.3959 | 0.0873 | 0.2362 | 0.0431 | 0.0923 | -1.0 | -1.0 | 0.0173 | 0.0938 | 0.2398 | 0.2398 | -1.0 | -1.0 | 0.1262 | 0.4338 | 0.2161 | 0.4163 | 0.0068 | 0.1091 | 0.0 | 0.0 |
1.6317 | 445.2381 | 9350 | 1.3802 | 0.0919 | 0.2383 | 0.0494 | 0.0969 | -1.0 | -1.0 | 0.0173 | 0.0953 | 0.2409 | 0.2409 | -1.0 | -1.0 | 0.1344 | 0.4455 | 0.2267 | 0.4211 | 0.0066 | 0.097 | 0.0 | 0.0 |
3.6394 | 447.6190 | 9400 | 1.3864 | 0.0917 | 0.241 | 0.0522 | 0.0967 | -1.0 | -1.0 | 0.0171 | 0.0968 | 0.2431 | 0.2431 | -1.0 | -1.0 | 0.1336 | 0.4497 | 0.2262 | 0.4259 | 0.0068 | 0.097 | 0.0 | 0.0 |
1.7312 | 450.0 | 9450 | 1.3879 | 0.0887 | 0.2359 | 0.0476 | 0.0937 | -1.0 | -1.0 | 0.0168 | 0.094 | 0.2388 | 0.2388 | -1.0 | -1.0 | 0.1267 | 0.4407 | 0.2215 | 0.4177 | 0.0067 | 0.097 | 0.0 | 0.0 |
3.4186 | 452.3810 | 9500 | 1.3907 | 0.0885 | 0.2394 | 0.0411 | 0.0935 | -1.0 | -1.0 | 0.0178 | 0.0946 | 0.2407 | 0.2407 | -1.0 | -1.0 | 0.1308 | 0.4441 | 0.2163 | 0.4156 | 0.0068 | 0.103 | 0.0 | 0.0 |
2.8173 | 454.7619 | 9550 | 1.3857 | 0.0895 | 0.2359 | 0.0466 | 0.094 | -1.0 | -1.0 | 0.0177 | 0.0984 | 0.2409 | 0.2409 | -1.0 | -1.0 | 0.1322 | 0.4497 | 0.217 | 0.417 | 0.0087 | 0.097 | 0.0 | 0.0 |
1.6685 | 457.1429 | 9600 | 1.3824 | 0.0901 | 0.2331 | 0.0457 | 0.0946 | -1.0 | -1.0 | 0.0187 | 0.0975 | 0.2416 | 0.2416 | -1.0 | -1.0 | 0.1308 | 0.4497 | 0.2207 | 0.4197 | 0.0088 | 0.097 | 0.0 | 0.0 |
2.3647 | 459.5238 | 9650 | 1.3821 | 0.0912 | 0.2364 | 0.0448 | 0.0957 | -1.0 | -1.0 | 0.0175 | 0.0979 | 0.2423 | 0.2423 | -1.0 | -1.0 | 0.1301 | 0.4497 | 0.2259 | 0.4224 | 0.0088 | 0.097 | 0.0 | 0.0 |
2.1931 | 461.9048 | 9700 | 1.3827 | 0.0928 | 0.2398 | 0.045 | 0.0969 | -1.0 | -1.0 | 0.0178 | 0.0993 | 0.2463 | 0.2463 | -1.0 | -1.0 | 0.1293 | 0.4476 | 0.227 | 0.4224 | 0.0149 | 0.1152 | 0.0 | 0.0 |
2.2153 | 464.2857 | 9750 | 1.3813 | 0.0934 | 0.2411 | 0.0491 | 0.0972 | -1.0 | -1.0 | 0.018 | 0.1012 | 0.2479 | 0.2479 | -1.0 | -1.0 | 0.1315 | 0.4524 | 0.2278 | 0.4211 | 0.0143 | 0.1182 | 0.0 | 0.0 |
1.4814 | 466.6667 | 9800 | 1.3785 | 0.0932 | 0.2397 | 0.0483 | 0.0972 | -1.0 | -1.0 | 0.0178 | 0.0979 | 0.2435 | 0.2435 | -1.0 | -1.0 | 0.131 | 0.451 | 0.2269 | 0.4231 | 0.0148 | 0.1 | 0.0 | 0.0 |
2.34 | 469.0476 | 9850 | 1.3795 | 0.0927 | 0.239 | 0.0509 | 0.0968 | -1.0 | -1.0 | 0.0177 | 0.0976 | 0.243 | 0.243 | -1.0 | -1.0 | 0.1286 | 0.4469 | 0.2275 | 0.4252 | 0.0148 | 0.1 | 0.0 | 0.0 |
2.6488 | 471.4286 | 9900 | 1.3783 | 0.0912 | 0.2386 | 0.0482 | 0.0958 | -1.0 | -1.0 | 0.0178 | 0.097 | 0.2421 | 0.2421 | -1.0 | -1.0 | 0.1313 | 0.4503 | 0.2245 | 0.4211 | 0.0089 | 0.097 | 0.0 | 0.0 |
3.3859 | 473.8095 | 9950 | 1.3786 | 0.0913 | 0.2388 | 0.0482 | 0.0958 | -1.0 | -1.0 | 0.0178 | 0.097 | 0.2419 | 0.2419 | -1.0 | -1.0 | 0.1309 | 0.4503 | 0.2253 | 0.4204 | 0.0089 | 0.097 | 0.0 | 0.0 |
2.154 | 476.1905 | 10000 | 1.3786 | 0.0907 | 0.2387 | 0.0475 | 0.0952 | -1.0 | -1.0 | 0.0178 | 0.0972 | 0.2418 | 0.2418 | -1.0 | -1.0 | 0.1309 | 0.4503 | 0.2229 | 0.4197 | 0.0089 | 0.097 | 0.0 | 0.0 |
Framework versions
- Transformers 4.46.1
- Pytorch 2.5.1
- Datasets 3.2.0
- Tokenizers 0.20.3
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Model tree for azidharun/detr-resnet-50-dc5-grasshopper-finetuned-maxsteps-10000
Base model
facebook/detr-resnet-50-dc5