detr-resnet-50-dc5-grasshopper-testdata-finetuned2.0-maxsteps-10000-batchsize-2-ilham

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: 3.0007
  • Map: 0.0047
  • Map 50: 0.0173
  • Map 75: 0.0009
  • Map Small: 0.0047
  • Map Medium: -1.0
  • Map Large: -1.0
  • Mar 1: 0.0017
  • Mar 10: 0.0117
  • Mar 100: 0.0426
  • Mar Small: 0.0426
  • Mar Medium: -1.0
  • Mar Large: -1.0
  • Map Recilia dorsalis: 0.0113
  • Mar 100 Recilia dorsalis: 0.1227
  • Map Nephotettix malayanus: 0.0075
  • Mar 100 Nephotettix malayanus: 0.0307
  • Map Sogatella furcifera: 0.0
  • Mar 100 Sogatella furcifera: 0.0
  • Map Nilaparvata lugens: 0.0
  • Mar 100 Nilaparvata lugens: 0.0171

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: 2
  • eval_batch_size: 2
  • 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
4.922 0.5952 50 4.2729 0.0001 0.0003 0.0 0.0001 -1.0 -1.0 0.0 0.0015 0.0085 0.0085 -1.0 -1.0 0.0 0.0 0.0001 0.0177 0.0 0.0 0.0002 0.0165
4.1668 1.1905 100 3.9789 0.0 0.0001 0.0 0.0 -1.0 -1.0 0.0 0.0008 0.0051 0.0051 -1.0 -1.0 0.0 0.0 0.0001 0.0163 0.0 0.0 0.0 0.0041
4.5854 1.7857 150 3.7985 0.0001 0.0002 0.0 0.0001 -1.0 -1.0 0.0 0.0015 0.0055 0.0055 -1.0 -1.0 0.0 0.0 0.0001 0.0163 0.0 0.0 0.0001 0.0059
4.3943 2.3810 200 3.7751 0.0 0.0001 0.0 0.0 -1.0 -1.0 0.0 0.001 0.004 0.004 -1.0 -1.0 0.0 0.0 0.0 0.0042 0.0 0.0 0.0 0.0118
2.9732 2.9762 250 3.7922 0.0 0.0001 0.0 0.0 -1.0 -1.0 0.0 0.0013 0.0023 0.0023 -1.0 -1.0 0.0 0.0 0.0 0.0005 0.0 0.0 0.0001 0.0088
3.571 3.5714 300 3.8144 0.0 0.0001 0.0 0.0 -1.0 -1.0 0.0 0.001 0.0018 0.0018 -1.0 -1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001 0.0071
2.4278 4.1667 350 3.7715 0.0 0.0001 0.0 0.0 -1.0 -1.0 0.0002 0.0005 0.0028 0.0028 -1.0 -1.0 0.0 0.0009 0.0 0.0009 0.0 0.0 0.0 0.0094
4.0768 4.7619 400 3.6700 0.0001 0.0004 0.0 0.0001 -1.0 -1.0 0.0001 0.0011 0.0053 0.0053 -1.0 -1.0 0.0001 0.0125 0.0 0.0 0.0 0.0 0.0001 0.0088
4.4523 5.3571 450 3.6946 0.0001 0.0004 0.0 0.0001 -1.0 -1.0 0.0 0.0009 0.0074 0.0074 -1.0 -1.0 0.0002 0.0213 0.0 0.0 0.0 0.0 0.0001 0.0082
3.5476 5.9524 500 3.7100 0.0 0.0002 0.0 0.0 -1.0 -1.0 0.0 0.0016 0.0049 0.0049 -1.0 -1.0 0.0 0.0042 0.0 0.0 0.0 0.0 0.0001 0.0153
3.5861 6.5476 550 3.6604 0.0001 0.0005 0.0 0.0001 -1.0 -1.0 0.0 0.0008 0.0089 0.0089 -1.0 -1.0 0.0003 0.0343 0.0 0.0 0.0 0.0 0.0 0.0012
3.32 7.1429 600 3.6814 0.0003 0.0013 0.0 0.0003 -1.0 -1.0 0.0 0.003 0.0167 0.0167 -1.0 -1.0 0.001 0.0667 0.0 0.0 0.0 0.0 0.0 0.0
4.4471 7.7381 650 3.7570 0.0001 0.0005 0.0 0.0001 -1.0 -1.0 0.0003 0.0003 0.0073 0.0073 -1.0 -1.0 0.0003 0.0292 0.0 0.0 0.0 0.0 0.0 0.0
5.2238 8.3333 700 3.6898 0.0002 0.0015 0.0 0.0002 -1.0 -1.0 0.0 0.0014 0.0086 0.0086 -1.0 -1.0 0.0009 0.0338 0.0 0.0 0.0 0.0 0.0 0.0006
3.8461 8.9286 750 3.7262 0.0002 0.001 0.0 0.0002 -1.0 -1.0 0.0 0.0014 0.0133 0.0133 -1.0 -1.0 0.0007 0.0532 0.0 0.0 0.0 0.0 0.0 0.0
3.2069 9.5238 800 3.7627 0.0001 0.0007 0.0 0.0001 -1.0 -1.0 0.0 0.0008 0.0082 0.0082 -1.0 -1.0 0.0005 0.0329 0.0 0.0 0.0 0.0 0.0 0.0
4.0347 10.1190 850 3.7339 0.0006 0.0028 0.0 0.0006 -1.0 -1.0 0.0 0.0027 0.0172 0.0172 -1.0 -1.0 0.0023 0.069 0.0 0.0 0.0 0.0 0.0 0.0
4.0595 10.7143 900 3.6200 0.0005 0.0025 0.0 0.0005 -1.0 -1.0 0.0 0.0019 0.0167 0.0167 -1.0 -1.0 0.0021 0.0667 0.0 0.0 0.0 0.0 0.0 0.0
4.2273 11.3095 950 3.6058 0.001 0.0059 0.0 0.001 -1.0 -1.0 0.0003 0.0027 0.0157 0.0157 -1.0 -1.0 0.0039 0.063 0.0 0.0 0.0 0.0 0.0 0.0
2.6219 11.9048 1000 3.5723 0.0011 0.0045 0.0 0.0012 -1.0 -1.0 0.0003 0.0031 0.0115 0.0115 -1.0 -1.0 0.0045 0.0458 0.0 0.0 0.0 0.0 0.0 0.0
3.5385 12.5 1050 3.5279 0.0018 0.0084 0.0002 0.0018 -1.0 -1.0 0.0002 0.0041 0.0233 0.0233 -1.0 -1.0 0.0072 0.0931 0.0 0.0 0.0 0.0 0.0 0.0
3.6905 13.0952 1100 3.5101 0.0008 0.0035 0.0001 0.0008 -1.0 -1.0 0.0 0.0022 0.0163 0.0163 -1.0 -1.0 0.0031 0.0653 0.0 0.0 0.0 0.0 0.0 0.0
3.0729 13.6905 1150 3.5698 0.0007 0.0032 0.0 0.0007 -1.0 -1.0 0.0 0.0024 0.0112 0.0112 -1.0 -1.0 0.0027 0.0449 0.0 0.0 0.0 0.0 0.0 0.0
3.6636 14.2857 1200 3.4950 0.0011 0.0052 0.0001 0.0011 -1.0 -1.0 0.0 0.0028 0.0199 0.0199 -1.0 -1.0 0.0043 0.0796 0.0 0.0 0.0 0.0 0.0 0.0
3.4026 14.8810 1250 3.4642 0.0019 0.0088 0.0001 0.0019 -1.0 -1.0 0.0003 0.0061 0.0266 0.0266 -1.0 -1.0 0.0074 0.1065 0.0 0.0 0.0 0.0 0.0 0.0
3.514 15.4762 1300 3.4471 0.0021 0.0074 0.0005 0.0021 -1.0 -1.0 0.0006 0.0047 0.0293 0.0293 -1.0 -1.0 0.0085 0.1171 0.0 0.0 0.0 0.0 0.0 0.0
4.4938 16.0714 1350 3.5414 0.0028 0.0095 0.0001 0.0028 -1.0 -1.0 0.0007 0.0043 0.023 0.023 -1.0 -1.0 0.0061 0.0898 0.005 0.0023 0.0 0.0 0.0 0.0
3.9956 16.6667 1400 3.4033 0.0031 0.012 0.0006 0.0031 -1.0 -1.0 0.0001 0.0084 0.0362 0.0362 -1.0 -1.0 0.0123 0.1449 0.0 0.0 0.0 0.0 0.0 0.0
4.1115 17.2619 1450 3.4297 0.0022 0.0107 0.0001 0.0022 -1.0 -1.0 0.0007 0.0046 0.0264 0.0264 -1.0 -1.0 0.0086 0.1056 0.0 0.0 0.0 0.0 0.0 0.0
3.0744 17.8571 1500 3.4763 0.0018 0.0071 0.0001 0.0018 -1.0 -1.0 0.0003 0.0063 0.028 0.028 -1.0 -1.0 0.0073 0.112 0.0 0.0 0.0 0.0 0.0 0.0
3.3757 18.4524 1550 3.4410 0.002 0.008 0.0004 0.002 -1.0 -1.0 0.0008 0.0066 0.0317 0.0317 -1.0 -1.0 0.008 0.1269 0.0 0.0 0.0 0.0 0.0 0.0
4.5711 19.0476 1600 3.4374 0.0024 0.0101 0.0003 0.0024 -1.0 -1.0 0.0001 0.0069 0.0322 0.0322 -1.0 -1.0 0.0096 0.1287 0.0 0.0 0.0 0.0 0.0 0.0
2.8704 19.6429 1650 3.4496 0.0018 0.0074 0.0004 0.0018 -1.0 -1.0 0.0007 0.0057 0.0252 0.0252 -1.0 -1.0 0.0073 0.1009 0.0 0.0 0.0 0.0 0.0 0.0
3.9042 20.2381 1700 3.3804 0.0029 0.0119 0.0004 0.0029 -1.0 -1.0 0.0002 0.0065 0.0306 0.0306 -1.0 -1.0 0.0117 0.1222 0.0 0.0 0.0 0.0 0.0 0.0
3.3289 20.8333 1750 3.4044 0.0021 0.0083 0.0 0.0021 -1.0 -1.0 0.001 0.0053 0.0238 0.0238 -1.0 -1.0 0.0086 0.0954 0.0 0.0 0.0 0.0 0.0 0.0
4.4952 21.4286 1800 3.4224 0.0014 0.0069 0.0001 0.0014 -1.0 -1.0 0.0009 0.003 0.0231 0.0231 -1.0 -1.0 0.0058 0.0926 0.0 0.0 0.0 0.0 0.0 0.0
3.7537 22.0238 1850 3.3736 0.0012 0.0055 0.0001 0.0012 -1.0 -1.0 0.0 0.0039 0.0223 0.0223 -1.0 -1.0 0.0047 0.0894 0.0 0.0 0.0 0.0 0.0 0.0
4.7113 22.6190 1900 3.5088 0.0011 0.0045 0.0002 0.0011 -1.0 -1.0 0.0 0.0038 0.0214 0.0214 -1.0 -1.0 0.0045 0.0856 0.0 0.0 0.0 0.0 0.0 0.0
3.6112 23.2143 1950 3.3937 0.0017 0.0097 0.0 0.0017 -1.0 -1.0 0.0008 0.0043 0.0227 0.0227 -1.0 -1.0 0.0066 0.0903 0.0 0.0 0.0 0.0 0.0 0.0006
4.0428 23.8095 2000 3.3784 0.0013 0.0054 0.0001 0.0013 -1.0 -1.0 0.0003 0.0045 0.0233 0.0233 -1.0 -1.0 0.0052 0.0931 0.0 0.0 0.0 0.0 0.0 0.0
4.7735 24.4048 2050 3.3649 0.0025 0.0101 0.0009 0.0025 -1.0 -1.0 0.0017 0.0082 0.03 0.03 -1.0 -1.0 0.0085 0.1116 0.0015 0.006 0.0 0.0 0.0 0.0024
4.2583 25.0 2100 3.3489 0.0009 0.0043 0.0001 0.0009 -1.0 -1.0 0.0005 0.0032 0.0168 0.0168 -1.0 -1.0 0.0034 0.0671 0.0 0.0 0.0 0.0 0.0 0.0
3.383 25.5952 2150 3.3785 0.0014 0.0066 0.0001 0.0014 -1.0 -1.0 0.0015 0.0037 0.0221 0.0221 -1.0 -1.0 0.0054 0.0884 0.0 0.0 0.0 0.0 0.0 0.0
3.9419 26.1905 2200 3.3480 0.0012 0.006 0.0001 0.0012 -1.0 -1.0 0.0008 0.0044 0.0208 0.0208 -1.0 -1.0 0.005 0.0796 0.0 0.0 0.0 0.0 0.0 0.0035
3.6637 26.7857 2250 3.4193 0.0014 0.0066 0.0 0.0014 -1.0 -1.0 0.0005 0.0032 0.0243 0.0243 -1.0 -1.0 0.0055 0.0954 0.0 0.0 0.0 0.0 0.0 0.0018
4.8536 27.3810 2300 3.3361 0.001 0.0053 0.0 0.001 -1.0 -1.0 0.0008 0.0036 0.0216 0.0216 -1.0 -1.0 0.0041 0.0852 0.0 0.0 0.0 0.0 0.0 0.0012
2.4094 27.9762 2350 3.3181 0.0016 0.0066 0.0001 0.0016 -1.0 -1.0 0.0001 0.0037 0.0262 0.0262 -1.0 -1.0 0.0062 0.0995 0.0 0.0 0.0 0.0 0.0 0.0053
4.2904 28.5714 2400 3.3715 0.0009 0.0047 0.0001 0.0009 -1.0 -1.0 0.0006 0.0027 0.0194 0.0194 -1.0 -1.0 0.0036 0.0722 0.0 0.0 0.0 0.0 0.0 0.0053
3.5257 29.1667 2450 3.3269 0.0014 0.0062 0.0005 0.0014 -1.0 -1.0 0.0001 0.0035 0.0228 0.0228 -1.0 -1.0 0.0045 0.0829 0.0012 0.0047 0.0 0.0 0.0 0.0035
3.3029 29.7619 2500 3.2705 0.0012 0.0056 0.0001 0.0012 -1.0 -1.0 0.0008 0.005 0.0221 0.0221 -1.0 -1.0 0.0048 0.0847 0.0 0.0 0.0 0.0 0.0 0.0035
3.7728 30.3571 2550 3.3696 0.0014 0.0073 0.0 0.0014 -1.0 -1.0 0.0016 0.0035 0.02 0.02 -1.0 -1.0 0.0057 0.0745 0.0 0.0 0.0 0.0 0.0 0.0053
4.2904 30.9524 2600 3.3354 0.0023 0.0119 0.0001 0.0023 -1.0 -1.0 0.001 0.0053 0.0258 0.0258 -1.0 -1.0 0.0074 0.1009 0.002 0.0019 0.0 0.0 0.0 0.0006
3.9415 31.5476 2650 3.2970 0.0024 0.0105 0.0005 0.0024 -1.0 -1.0 0.0006 0.0066 0.0289 0.0289 -1.0 -1.0 0.0071 0.0995 0.0027 0.0107 0.0 0.0 0.0 0.0053
3.7503 32.1429 2700 3.3180 0.0016 0.0063 0.0004 0.0016 -1.0 -1.0 0.0012 0.0056 0.0242 0.0242 -1.0 -1.0 0.0053 0.0847 0.001 0.0028 0.0 0.0 0.0 0.0094
3.876 32.7381 2750 3.2774 0.0016 0.0073 0.0 0.0016 -1.0 -1.0 0.0013 0.0041 0.0276 0.0276 -1.0 -1.0 0.0063 0.0917 0.0 0.0 0.0 0.0 0.0 0.0188
4.616 33.3333 2800 3.2346 0.003 0.0104 0.0014 0.003 -1.0 -1.0 0.0019 0.0066 0.0321 0.0321 -1.0 -1.0 0.0068 0.0991 0.0052 0.0098 0.0 0.0 0.0 0.0194
3.6788 33.9286 2850 3.2381 0.002 0.0086 0.0002 0.002 -1.0 -1.0 0.0009 0.0065 0.0318 0.0318 -1.0 -1.0 0.0055 0.0949 0.0025 0.0121 0.0 0.0 0.0 0.02
2.4553 34.5238 2900 3.2698 0.0014 0.0067 0.0001 0.0014 -1.0 -1.0 0.0015 0.0049 0.0221 0.0221 -1.0 -1.0 0.0029 0.0625 0.0028 0.0093 0.0 0.0 0.0 0.0165
4.0858 35.1190 2950 3.2620 0.0018 0.0072 0.001 0.0018 -1.0 -1.0 0.0019 0.0057 0.0269 0.0269 -1.0 -1.0 0.0033 0.0699 0.0038 0.0158 0.0 0.0 0.0001 0.0218
2.8577 35.7143 3000 3.2360 0.0017 0.007 0.0004 0.0017 -1.0 -1.0 0.0012 0.0053 0.0252 0.0252 -1.0 -1.0 0.004 0.0782 0.0029 0.0126 0.0 0.0 0.0 0.01
3.2801 36.3095 3050 3.1968 0.0021 0.0093 0.0002 0.0021 -1.0 -1.0 0.0016 0.0055 0.0278 0.0278 -1.0 -1.0 0.0039 0.0801 0.0043 0.0177 0.0 0.0 0.0 0.0135
4.5916 36.9048 3100 3.2167 0.0018 0.007 0.0004 0.0018 -1.0 -1.0 0.0021 0.0052 0.0315 0.0315 -1.0 -1.0 0.0045 0.0954 0.0027 0.0126 0.0 0.0 0.0 0.0182
3.7165 37.5 3150 3.2289 0.0023 0.0105 0.0004 0.0023 -1.0 -1.0 0.0015 0.0057 0.0314 0.0314 -1.0 -1.0 0.0055 0.0958 0.0036 0.0144 0.0 0.0 0.0 0.0153
2.5332 38.0952 3200 3.1863 0.0037 0.0124 0.0013 0.0037 -1.0 -1.0 0.002 0.0063 0.0367 0.0367 -1.0 -1.0 0.0084 0.1199 0.0066 0.0186 0.0 0.0 0.0 0.0082
3.8024 38.6905 3250 3.2116 0.0024 0.0085 0.0003 0.0024 -1.0 -1.0 0.0019 0.0041 0.0289 0.0289 -1.0 -1.0 0.0053 0.0931 0.0044 0.0149 0.0 0.0 0.0 0.0076
2.5606 39.2857 3300 3.1705 0.003 0.0102 0.0011 0.0031 -1.0 -1.0 0.0022 0.0048 0.0393 0.0393 -1.0 -1.0 0.0084 0.1343 0.0038 0.013 0.0 0.0 0.0 0.01
3.5795 39.8810 3350 3.2093 0.0026 0.0097 0.0002 0.0026 -1.0 -1.0 0.0009 0.0038 0.0285 0.0285 -1.0 -1.0 0.0053 0.0894 0.0049 0.0098 0.0 0.0 0.0 0.0147
4.2509 40.4762 3400 3.2076 0.005 0.0138 0.003 0.005 -1.0 -1.0 0.0024 0.0059 0.0449 0.0449 -1.0 -1.0 0.0109 0.1486 0.0091 0.0144 0.0 0.0 0.0 0.0165
3.1034 41.0714 3450 3.2442 0.003 0.0095 0.0003 0.003 -1.0 -1.0 0.0014 0.0051 0.0321 0.0321 -1.0 -1.0 0.0058 0.1051 0.0063 0.0163 0.0 0.0 0.0 0.0071
2.4811 41.6667 3500 3.2295 0.0032 0.011 0.0012 0.0032 -1.0 -1.0 0.0019 0.0056 0.0346 0.0346 -1.0 -1.0 0.0068 0.1134 0.0061 0.0116 0.0 0.0 0.0 0.0135
2.4999 42.2619 3550 3.2601 0.0033 0.0099 0.0026 0.0033 -1.0 -1.0 0.0016 0.0049 0.0286 0.0286 -1.0 -1.0 0.0054 0.0949 0.0076 0.0158 0.0 0.0 0.0 0.0035
3.5424 42.8571 3600 3.1707 0.0029 0.0093 0.0011 0.0029 -1.0 -1.0 0.0017 0.0044 0.0328 0.0328 -1.0 -1.0 0.0055 0.1102 0.0063 0.0191 0.0 0.0 0.0 0.0018
3.6171 43.4524 3650 3.2108 0.0041 0.0112 0.0031 0.0041 -1.0 -1.0 0.0021 0.0062 0.0402 0.0402 -1.0 -1.0 0.0075 0.1315 0.009 0.0209 0.0 0.0 0.0 0.0082
3.361 44.0476 3700 3.1418 0.0026 0.0099 0.0003 0.0026 -1.0 -1.0 0.0013 0.0028 0.0299 0.0299 -1.0 -1.0 0.0055 0.1037 0.0048 0.0088 0.0 0.0 0.0 0.0071
4.3083 44.6429 3750 3.1361 0.0054 0.0162 0.0031 0.0054 -1.0 -1.0 0.0023 0.0085 0.0419 0.0419 -1.0 -1.0 0.0121 0.1407 0.0095 0.0163 0.0 0.0 0.0 0.0106
4.2463 45.2381 3800 3.1431 0.0046 0.0152 0.0032 0.0046 -1.0 -1.0 0.0015 0.0066 0.0411 0.0411 -1.0 -1.0 0.0098 0.1329 0.0085 0.0214 0.0 0.0 0.0 0.01
2.2291 45.8333 3850 3.1680 0.0037 0.0121 0.0004 0.0037 -1.0 -1.0 0.0022 0.0055 0.0359 0.0359 -1.0 -1.0 0.0074 0.1176 0.0073 0.0195 0.0 0.0 0.0 0.0065
3.5551 46.4286 3900 3.1039 0.0033 0.0109 0.0027 0.0033 -1.0 -1.0 0.0013 0.0049 0.0312 0.0312 -1.0 -1.0 0.0058 0.1005 0.0073 0.0163 0.0 0.0 0.0 0.0082
3.353 47.0238 3950 3.0903 0.0031 0.0107 0.0005 0.0031 -1.0 -1.0 0.0021 0.0053 0.0346 0.0346 -1.0 -1.0 0.0063 0.1097 0.006 0.02 0.0 0.0 0.0 0.0088
4.4283 47.6190 4000 3.0969 0.0042 0.0151 0.0028 0.0043 -1.0 -1.0 0.0012 0.0046 0.037 0.037 -1.0 -1.0 0.0083 0.1185 0.0086 0.0219 0.0 0.0 0.0 0.0076
3.5267 48.2143 4050 3.1400 0.0034 0.0125 0.0002 0.0034 -1.0 -1.0 0.0014 0.0057 0.0337 0.0337 -1.0 -1.0 0.0063 0.1079 0.0073 0.0186 0.0 0.0 0.0 0.0082
2.2114 48.8095 4100 3.1356 0.0028 0.0098 0.0002 0.0028 -1.0 -1.0 0.0015 0.0056 0.0277 0.0277 -1.0 -1.0 0.0056 0.0921 0.0057 0.0116 0.0 0.0 0.0 0.0071
4.0059 49.4048 4150 3.1413 0.0036 0.0111 0.0028 0.0036 -1.0 -1.0 0.0019 0.0037 0.0344 0.0344 -1.0 -1.0 0.0076 0.1199 0.0067 0.0116 0.0 0.0 0.0 0.0059
4.6763 50.0 4200 3.1362 0.0039 0.0118 0.0027 0.0039 -1.0 -1.0 0.0019 0.0067 0.0334 0.0334 -1.0 -1.0 0.0074 0.1144 0.0083 0.0158 0.0 0.0 0.0 0.0035
3.6185 50.5952 4250 3.1500 0.003 0.0094 0.0009 0.003 -1.0 -1.0 0.0012 0.006 0.0338 0.0338 -1.0 -1.0 0.0069 0.1153 0.0051 0.0116 0.0 0.0 0.0 0.0082
4.0936 51.1905 4300 3.1810 0.0039 0.0099 0.0028 0.0039 -1.0 -1.0 0.0016 0.0068 0.0346 0.0346 -1.0 -1.0 0.0072 0.1222 0.0085 0.0098 0.0 0.0 0.0 0.0065
3.4563 51.7857 4350 3.2194 0.0035 0.0108 0.0016 0.0035 -1.0 -1.0 0.0028 0.0067 0.0337 0.0337 -1.0 -1.0 0.0087 0.1148 0.0052 0.0084 0.0 0.0 0.0 0.0118
1.8965 52.3810 4400 3.1726 0.0037 0.0137 0.0006 0.0037 -1.0 -1.0 0.0016 0.0061 0.0385 0.0385 -1.0 -1.0 0.01 0.1278 0.0048 0.0116 0.0 0.0 0.0 0.0147
3.6665 52.9762 4450 3.2276 0.0028 0.0107 0.0004 0.0028 -1.0 -1.0 0.0015 0.0058 0.0292 0.0292 -1.0 -1.0 0.0071 0.0931 0.0041 0.0144 0.0 0.0 0.0 0.0094
3.354 53.5714 4500 3.1528 0.0033 0.0113 0.0006 0.0033 -1.0 -1.0 0.0015 0.0067 0.0357 0.0357 -1.0 -1.0 0.009 0.1245 0.0041 0.0088 0.0 0.0 0.0 0.0094
4.3119 54.1667 4550 3.1685 0.0034 0.0111 0.0011 0.0034 -1.0 -1.0 0.0007 0.0039 0.0336 0.0336 -1.0 -1.0 0.0076 0.1148 0.006 0.0102 0.0 0.0 0.0 0.0094
3.0092 54.7619 4600 3.1044 0.0047 0.0164 0.0012 0.0047 -1.0 -1.0 0.0009 0.0074 0.0403 0.0403 -1.0 -1.0 0.0117 0.1329 0.0071 0.0181 0.0 0.0 0.0 0.01
2.5933 55.3571 4650 3.1413 0.0048 0.0155 0.0015 0.0048 -1.0 -1.0 0.0013 0.0066 0.0399 0.0399 -1.0 -1.0 0.0111 0.1296 0.0082 0.0181 0.0 0.0 0.0 0.0118
4.3193 55.9524 4700 3.0734 0.0042 0.0134 0.001 0.0042 -1.0 -1.0 0.0015 0.0066 0.04 0.04 -1.0 -1.0 0.0094 0.1324 0.0072 0.0153 0.0 0.0 0.0 0.0124
2.8189 56.5476 4750 3.1543 0.0037 0.0145 0.0005 0.0037 -1.0 -1.0 0.0014 0.0055 0.0337 0.0337 -1.0 -1.0 0.0073 0.1083 0.0076 0.02 0.0 0.0 0.0 0.0065
4.3455 57.1429 4800 3.1613 0.0035 0.0136 0.0005 0.0035 -1.0 -1.0 0.0005 0.0042 0.0347 0.0347 -1.0 -1.0 0.0081 0.1167 0.0059 0.0163 0.0 0.0 0.0 0.0059
2.3567 57.7381 4850 3.0877 0.0041 0.0161 0.0009 0.0041 -1.0 -1.0 0.001 0.0058 0.0396 0.0396 -1.0 -1.0 0.0084 0.131 0.0079 0.0195 0.0 0.0 0.0 0.0076
2.0553 58.3333 4900 3.1233 0.0048 0.0143 0.0034 0.0048 -1.0 -1.0 0.0013 0.0051 0.038 0.038 -1.0 -1.0 0.008 0.1208 0.0111 0.0251 0.0 0.0 0.0 0.0059
3.5256 58.9286 4950 3.1314 0.0044 0.0147 0.0028 0.0044 -1.0 -1.0 0.0008 0.0037 0.0345 0.0345 -1.0 -1.0 0.0066 0.1088 0.0112 0.0223 0.0 0.0 0.0 0.0071
4.0251 59.5238 5000 3.1076 0.0039 0.0129 0.0006 0.0039 -1.0 -1.0 0.0009 0.0052 0.0363 0.0363 -1.0 -1.0 0.0074 0.1181 0.0083 0.0195 0.0 0.0 0.0 0.0076
3.0831 60.1190 5050 3.1320 0.0044 0.012 0.0027 0.0044 -1.0 -1.0 0.0029 0.0066 0.0341 0.0341 -1.0 -1.0 0.0069 0.1074 0.0107 0.0195 0.0 0.0 0.0 0.0094
3.6648 60.7143 5100 3.1147 0.0052 0.0173 0.003 0.0052 -1.0 -1.0 0.0034 0.0087 0.0408 0.0408 -1.0 -1.0 0.0101 0.1278 0.0105 0.0265 0.0 0.0 0.0 0.0088
3.9512 61.3095 5150 3.1377 0.0032 0.0111 0.0002 0.0032 -1.0 -1.0 0.001 0.0051 0.0267 0.0267 -1.0 -1.0 0.005 0.0861 0.0077 0.0149 0.0 0.0 0.0 0.0059
4.6871 61.9048 5200 3.1088 0.0036 0.0121 0.0002 0.0036 -1.0 -1.0 0.001 0.0065 0.0313 0.0313 -1.0 -1.0 0.0069 0.1019 0.0077 0.0181 0.0 0.0 0.0 0.0053
3.4733 62.5 5250 3.1430 0.0041 0.0144 0.0028 0.0041 -1.0 -1.0 0.0019 0.0074 0.034 0.034 -1.0 -1.0 0.0074 0.1056 0.0091 0.02 0.0 0.0 0.0 0.0106
1.7946 63.0952 5300 3.1228 0.0038 0.0123 0.0003 0.0038 -1.0 -1.0 0.0016 0.0072 0.0346 0.0346 -1.0 -1.0 0.007 0.106 0.0083 0.0214 0.0 0.0 0.0 0.0112
2.0241 63.6905 5350 3.1019 0.0038 0.0118 0.0005 0.0038 -1.0 -1.0 0.0029 0.0059 0.0346 0.0346 -1.0 -1.0 0.0075 0.1046 0.0079 0.0228 0.0 0.0 0.0 0.0112
4.195 64.2857 5400 3.1583 0.003 0.0091 0.0026 0.003 -1.0 -1.0 0.0016 0.0055 0.0236 0.0236 -1.0 -1.0 0.0044 0.069 0.0075 0.0149 0.0 0.0 0.0 0.0106
4.0282 64.8810 5450 3.1138 0.0048 0.0146 0.0012 0.0048 -1.0 -1.0 0.0026 0.0079 0.0388 0.0388 -1.0 -1.0 0.0094 0.1111 0.0097 0.0307 0.0 0.0 0.0 0.0135
3.6162 65.4762 5500 3.0953 0.005 0.0159 0.0029 0.005 -1.0 -1.0 0.0027 0.0075 0.0413 0.0413 -1.0 -1.0 0.0106 0.1259 0.0092 0.0256 0.0 0.0 0.0 0.0135
3.4249 66.0714 5550 3.0953 0.0055 0.0169 0.002 0.0055 -1.0 -1.0 0.003 0.0095 0.0473 0.0473 -1.0 -1.0 0.0127 0.1449 0.0091 0.0288 0.0 0.0 0.0 0.0153
3.7631 66.6667 5600 3.1707 0.0047 0.0136 0.0013 0.0047 -1.0 -1.0 0.0031 0.0071 0.0383 0.0383 -1.0 -1.0 0.0099 0.1241 0.009 0.0209 0.0 0.0 0.0 0.0082
2.3827 67.2619 5650 3.1308 0.0046 0.0144 0.0028 0.0046 -1.0 -1.0 0.001 0.0061 0.0374 0.0374 -1.0 -1.0 0.0101 0.1231 0.0082 0.02 0.0 0.0 0.0 0.0065
2.4558 67.8571 5700 3.0937 0.0048 0.0154 0.0028 0.0048 -1.0 -1.0 0.0015 0.0056 0.0347 0.0347 -1.0 -1.0 0.0094 0.1079 0.01 0.0205 0.0 0.0 0.0 0.0106
1.9914 68.4524 5750 3.1093 0.0048 0.0152 0.0029 0.0048 -1.0 -1.0 0.002 0.0056 0.0393 0.0393 -1.0 -1.0 0.011 0.131 0.0084 0.0172 0.0 0.0 0.0 0.0088
2.4137 69.0476 5800 3.1115 0.0051 0.0181 0.0011 0.0051 -1.0 -1.0 0.0021 0.0071 0.0429 0.0429 -1.0 -1.0 0.012 0.1347 0.0082 0.0223 0.0 0.0 0.0 0.0147
4.5029 69.6429 5850 3.1292 0.0055 0.0193 0.0027 0.0055 -1.0 -1.0 0.003 0.0073 0.0389 0.0389 -1.0 -1.0 0.013 0.1241 0.009 0.0228 0.0 0.0 0.0 0.0088
4.7825 70.2381 5900 3.1378 0.0054 0.0181 0.003 0.0054 -1.0 -1.0 0.0019 0.0068 0.041 0.041 -1.0 -1.0 0.0116 0.1264 0.0098 0.0251 0.0 0.0 0.0 0.0124
3.5144 70.8333 5950 3.1005 0.0055 0.0175 0.0032 0.0056 -1.0 -1.0 0.0021 0.0078 0.0431 0.0431 -1.0 -1.0 0.0122 0.131 0.01 0.0302 0.0 0.0 0.0 0.0112
3.7245 71.4286 6000 3.0791 0.0049 0.0162 0.0005 0.0049 -1.0 -1.0 0.0019 0.0081 0.0443 0.0443 -1.0 -1.0 0.0122 0.1398 0.0073 0.0237 0.0 0.0 0.0 0.0135
1.0643 72.0238 6050 3.1118 0.0045 0.0145 0.0027 0.0045 -1.0 -1.0 0.0014 0.0059 0.0394 0.0394 -1.0 -1.0 0.0102 0.1245 0.0078 0.0214 0.0 0.0 0.0 0.0118
4.0432 72.6190 6100 3.1661 0.004 0.0132 0.0004 0.004 -1.0 -1.0 0.0014 0.0073 0.0359 0.0359 -1.0 -1.0 0.0078 0.1083 0.0083 0.0307 0.0 0.0 0.0 0.0047
3.1888 73.2143 6150 3.0644 0.0047 0.0173 0.0009 0.0047 -1.0 -1.0 0.001 0.006 0.0413 0.0413 -1.0 -1.0 0.0108 0.1301 0.0081 0.0312 0.0 0.0 0.0 0.0041
2.8505 73.8095 6200 3.0855 0.0054 0.0202 0.001 0.0054 -1.0 -1.0 0.0015 0.0067 0.0485 0.0485 -1.0 -1.0 0.015 0.1574 0.0065 0.0265 0.0 0.0 0.0 0.01
3.5999 74.4048 6250 3.1414 0.0043 0.0146 0.003 0.0043 -1.0 -1.0 0.0016 0.0063 0.0344 0.0344 -1.0 -1.0 0.0089 0.112 0.0082 0.0209 0.0 0.0 0.0 0.0047
2.2493 75.0 6300 3.0587 0.0046 0.0185 0.0008 0.0046 -1.0 -1.0 0.0017 0.0063 0.042 0.042 -1.0 -1.0 0.0118 0.1366 0.0067 0.0279 0.0 0.0 0.0 0.0035
2.6329 75.5952 6350 3.0739 0.0049 0.0176 0.0006 0.0049 -1.0 -1.0 0.001 0.0059 0.0433 0.0433 -1.0 -1.0 0.0111 0.1301 0.0085 0.0307 0.0 0.0 0.0 0.0124
2.7892 76.1905 6400 3.0635 0.0047 0.016 0.0006 0.0047 -1.0 -1.0 0.0009 0.0065 0.0432 0.0432 -1.0 -1.0 0.0115 0.1361 0.0072 0.0284 0.0 0.0 0.0 0.0082
2.8733 76.7857 6450 3.1128 0.0042 0.0129 0.0029 0.0042 -1.0 -1.0 0.0017 0.0062 0.0358 0.0358 -1.0 -1.0 0.0077 0.1116 0.0092 0.0274 0.0 0.0 0.0 0.0041
3.3976 77.3810 6500 3.0844 0.0038 0.0139 0.0009 0.0038 -1.0 -1.0 0.001 0.0084 0.0408 0.0408 -1.0 -1.0 0.01 0.1333 0.0052 0.0233 0.0 0.0 0.0 0.0065
3.1254 77.9762 6550 3.1135 0.0031 0.0109 0.0008 0.0031 -1.0 -1.0 0.0007 0.0053 0.0347 0.0347 -1.0 -1.0 0.007 0.1144 0.0052 0.0214 0.0 0.0 0.0 0.0029
3.7946 78.5714 6600 3.0972 0.004 0.0144 0.0008 0.004 -1.0 -1.0 0.0009 0.0067 0.0395 0.0395 -1.0 -1.0 0.009 0.1315 0.0069 0.0219 0.0 0.0 0.0 0.0047
6.2164 79.1667 6650 3.1311 0.0036 0.0114 0.0004 0.0036 -1.0 -1.0 0.0013 0.0074 0.0344 0.0344 -1.0 -1.0 0.0069 0.1125 0.0074 0.0214 0.0 0.0 0.0 0.0035
3.631 79.7619 6700 3.1717 0.0038 0.0122 0.0027 0.0038 -1.0 -1.0 0.0008 0.0077 0.032 0.032 -1.0 -1.0 0.0067 0.1019 0.0083 0.0195 0.0 0.0 0.0 0.0065
4.0791 80.3571 6750 3.1171 0.004 0.0129 0.0002 0.004 -1.0 -1.0 0.0009 0.0084 0.0344 0.0344 -1.0 -1.0 0.0084 0.1171 0.0074 0.02 0.0 0.0 0.0 0.0006
4.3475 80.9524 6800 3.0581 0.0038 0.0141 0.0003 0.0038 -1.0 -1.0 0.0016 0.0086 0.0335 0.0335 -1.0 -1.0 0.0076 0.0991 0.0078 0.0256 0.0 0.0 0.0 0.0094
3.9135 81.5476 6850 3.0715 0.0039 0.0141 0.0001 0.0039 -1.0 -1.0 0.0026 0.0071 0.03 0.03 -1.0 -1.0 0.0062 0.0852 0.0093 0.0242 0.0 0.0 0.0 0.0106
3.6389 82.1429 6900 3.0798 0.0042 0.0144 0.0007 0.0042 -1.0 -1.0 0.0026 0.0086 0.0339 0.0339 -1.0 -1.0 0.0074 0.1028 0.0093 0.027 0.0 0.0 0.0 0.0059
1.648 82.7381 6950 3.0625 0.0048 0.0155 0.001 0.0048 -1.0 -1.0 0.0024 0.0124 0.0414 0.0414 -1.0 -1.0 0.0101 0.1269 0.0093 0.0288 0.0 0.0 0.0 0.01
4.0621 83.3333 7000 3.0674 0.0038 0.0136 0.0002 0.0038 -1.0 -1.0 0.0021 0.0103 0.0341 0.0341 -1.0 -1.0 0.0071 0.1056 0.0082 0.0256 0.0 0.0 0.0 0.0053
3.6219 83.9286 7050 3.1208 0.004 0.0138 0.0002 0.004 -1.0 -1.0 0.0014 0.0096 0.0354 0.0354 -1.0 -1.0 0.0081 0.1106 0.008 0.0251 0.0 0.0 0.0 0.0059
3.3229 84.5238 7100 3.1118 0.0043 0.0139 0.0005 0.0043 -1.0 -1.0 0.0013 0.0085 0.037 0.037 -1.0 -1.0 0.009 0.119 0.008 0.0237 0.0 0.0 0.0 0.0053
2.964 85.1190 7150 3.1132 0.0044 0.0138 0.0029 0.0044 -1.0 -1.0 0.0015 0.0085 0.037 0.037 -1.0 -1.0 0.0094 0.1208 0.0082 0.02 0.0 0.0 0.0 0.0071
3.5183 85.7143 7200 3.0452 0.0044 0.0155 0.0007 0.0044 -1.0 -1.0 0.0013 0.0099 0.0402 0.0402 -1.0 -1.0 0.0091 0.1213 0.0083 0.0242 0.0 0.0 0.0 0.0153
3.2454 86.3095 7250 3.0898 0.0036 0.0132 0.001 0.0036 -1.0 -1.0 0.0013 0.0066 0.0342 0.0342 -1.0 -1.0 0.008 0.1023 0.0065 0.0209 0.0 0.0 0.0 0.0135
2.2413 86.9048 7300 3.1073 0.0033 0.0131 0.001 0.0033 -1.0 -1.0 0.0005 0.0055 0.0348 0.0348 -1.0 -1.0 0.0084 0.1046 0.0046 0.0167 0.0 0.0 0.0 0.0176
3.4964 87.5 7350 3.0578 0.0046 0.0154 0.0013 0.0046 -1.0 -1.0 0.002 0.0062 0.0371 0.0371 -1.0 -1.0 0.0101 0.113 0.0081 0.0214 0.0 0.0 0.0 0.0141
3.8867 88.0952 7400 3.0704 0.0047 0.0162 0.0004 0.0047 -1.0 -1.0 0.002 0.0088 0.038 0.038 -1.0 -1.0 0.0106 0.112 0.0081 0.027 0.0 0.0 0.0 0.0129
2.9379 88.6905 7450 3.0753 0.0043 0.0138 0.0029 0.0043 -1.0 -1.0 0.0016 0.0068 0.035 0.035 -1.0 -1.0 0.0089 0.1037 0.0083 0.0247 0.0 0.0 0.0 0.0118
1.3889 89.2857 7500 3.0395 0.0048 0.0167 0.0003 0.0048 -1.0 -1.0 0.0022 0.0093 0.0411 0.0411 -1.0 -1.0 0.0111 0.1245 0.0082 0.027 0.0 0.0 0.0 0.0129
2.8528 89.8810 7550 3.0231 0.0043 0.0146 0.0005 0.0043 -1.0 -1.0 0.0023 0.0089 0.038 0.038 -1.0 -1.0 0.0097 0.1144 0.0073 0.0237 0.0 0.0 0.0 0.0141
2.7471 90.4762 7600 3.0100 0.0046 0.0162 0.0018 0.0046 -1.0 -1.0 0.0024 0.0101 0.0406 0.0406 -1.0 -1.0 0.0105 0.1236 0.0078 0.027 0.0 0.0 0.0 0.0118
4.8898 91.0714 7650 2.9963 0.0045 0.0153 0.002 0.0045 -1.0 -1.0 0.0023 0.0082 0.0386 0.0386 -1.0 -1.0 0.0098 0.1171 0.008 0.0284 0.0 0.0 0.0 0.0088
2.6671 91.6667 7700 3.0438 0.0043 0.0124 0.0027 0.0043 -1.0 -1.0 0.0026 0.008 0.0315 0.0315 -1.0 -1.0 0.0079 0.0958 0.0094 0.0233 0.0 0.0 0.0 0.0071
4.8524 92.2619 7750 3.0317 0.0045 0.0147 0.003 0.0045 -1.0 -1.0 0.0035 0.0099 0.0352 0.0352 -1.0 -1.0 0.0092 0.1037 0.0087 0.0265 0.0 0.0 0.0 0.0106
2.5835 92.8571 7800 3.0333 0.005 0.0178 0.003 0.005 -1.0 -1.0 0.0035 0.0095 0.0392 0.0392 -1.0 -1.0 0.0099 0.1134 0.0102 0.0293 0.0 0.0 0.0 0.0141
4.065 93.4524 7850 3.0547 0.005 0.0149 0.003 0.005 -1.0 -1.0 0.0017 0.008 0.0368 0.0368 -1.0 -1.0 0.0105 0.1162 0.0094 0.02 0.0 0.0 0.0 0.0112
3.9096 94.0476 7900 3.0684 0.005 0.0158 0.0029 0.005 -1.0 -1.0 0.0037 0.0087 0.038 0.038 -1.0 -1.0 0.01 0.1144 0.0101 0.0223 0.0 0.0 0.0 0.0153
3.097 94.6429 7950 3.0694 0.0051 0.0171 0.0032 0.0051 -1.0 -1.0 0.0027 0.0089 0.0388 0.0388 -1.0 -1.0 0.011 0.1176 0.0094 0.0219 0.0 0.0 0.0 0.0159
3.4465 95.2381 8000 3.0668 0.0056 0.0179 0.0032 0.0056 -1.0 -1.0 0.0028 0.0106 0.0421 0.0421 -1.0 -1.0 0.0118 0.1264 0.0107 0.0256 0.0 0.0 0.0 0.0165
2.9165 95.8333 8050 3.0545 0.0057 0.0177 0.0028 0.0057 -1.0 -1.0 0.0023 0.0117 0.043 0.043 -1.0 -1.0 0.0126 0.1292 0.01 0.0265 0.0 0.0 0.0 0.0165
3.7888 96.4286 8100 3.0652 0.0053 0.0166 0.0029 0.0053 -1.0 -1.0 0.002 0.0097 0.0398 0.0398 -1.0 -1.0 0.0114 0.1194 0.0096 0.026 0.0 0.0 0.0 0.0135
3.4622 97.0238 8150 3.0395 0.0051 0.0169 0.0007 0.0051 -1.0 -1.0 0.0016 0.0129 0.04 0.04 -1.0 -1.0 0.0116 0.1194 0.0089 0.0284 0.0 0.0 0.0 0.0124
2.4208 97.6190 8200 3.0382 0.0056 0.0173 0.0034 0.0056 -1.0 -1.0 0.0022 0.0108 0.0428 0.0428 -1.0 -1.0 0.0131 0.1269 0.0095 0.0284 0.0 0.0 0.0 0.0159
3.4318 98.2143 8250 3.0362 0.0054 0.0175 0.0007 0.0054 -1.0 -1.0 0.0015 0.0114 0.0439 0.0439 -1.0 -1.0 0.0123 0.1273 0.0092 0.0302 0.0 0.0 0.0 0.0182
2.8207 98.8095 8300 3.0339 0.0054 0.0173 0.001 0.0054 -1.0 -1.0 0.0021 0.0111 0.0442 0.0442 -1.0 -1.0 0.0127 0.1319 0.0087 0.0284 0.0 0.0 0.0 0.0165
1.7095 99.4048 8350 3.0436 0.0056 0.0198 0.0011 0.0056 -1.0 -1.0 0.0028 0.011 0.0449 0.0449 -1.0 -1.0 0.0149 0.1389 0.0073 0.0256 0.0 0.0 0.0 0.0153
3.8167 100.0 8400 3.0498 0.0049 0.0179 0.0008 0.0049 -1.0 -1.0 0.0028 0.0114 0.0438 0.0438 -1.0 -1.0 0.0129 0.1301 0.0067 0.0279 0.0 0.0 0.0 0.0171
3.4136 100.5952 8450 3.0501 0.0048 0.017 0.001 0.0048 -1.0 -1.0 0.0015 0.0103 0.0429 0.0429 -1.0 -1.0 0.0128 0.1287 0.0065 0.0265 0.0 0.0 0.0 0.0165
2.8302 101.1905 8500 3.0754 0.0052 0.019 0.0005 0.0052 -1.0 -1.0 0.0016 0.0104 0.0417 0.0417 -1.0 -1.0 0.0126 0.1213 0.0081 0.0242 0.0 0.0 0.0001 0.0212
3.1284 101.7857 8550 3.0672 0.0051 0.0191 0.0006 0.0051 -1.0 -1.0 0.0019 0.0101 0.0417 0.0417 -1.0 -1.0 0.0119 0.1199 0.0082 0.0247 0.0 0.0 0.0 0.0224
2.2794 102.3810 8600 3.0259 0.0052 0.018 0.0009 0.0052 -1.0 -1.0 0.0015 0.0102 0.0439 0.0439 -1.0 -1.0 0.0131 0.1301 0.0078 0.026 0.0 0.0 0.0 0.0194
2.5676 102.9762 8650 3.0616 0.0049 0.0172 0.0009 0.0049 -1.0 -1.0 0.0014 0.011 0.0419 0.0419 -1.0 -1.0 0.0118 0.1227 0.0079 0.0256 0.0 0.0 0.0 0.0194
1.8186 103.5714 8700 3.0570 0.0046 0.017 0.0009 0.0046 -1.0 -1.0 0.0016 0.0107 0.0401 0.0401 -1.0 -1.0 0.0108 0.1199 0.0075 0.0219 0.0 0.0 0.0 0.0188
4.6028 104.1667 8750 3.0423 0.0048 0.0163 0.0008 0.0048 -1.0 -1.0 0.0016 0.0108 0.0419 0.0419 -1.0 -1.0 0.0111 0.125 0.0081 0.026 0.0 0.0 0.0 0.0165
2.3711 104.7619 8800 3.0418 0.0047 0.017 0.0008 0.0047 -1.0 -1.0 0.0017 0.0114 0.0416 0.0416 -1.0 -1.0 0.0111 0.1218 0.0078 0.027 0.0 0.0 0.0 0.0176
3.3833 105.3571 8850 3.0609 0.0047 0.0152 0.0007 0.0047 -1.0 -1.0 0.0019 0.0108 0.0398 0.0398 -1.0 -1.0 0.0102 0.1157 0.0085 0.0251 0.0 0.0 0.0 0.0182
4.1088 105.9524 8900 3.0393 0.005 0.017 0.0009 0.005 -1.0 -1.0 0.0017 0.0117 0.0419 0.0419 -1.0 -1.0 0.0113 0.1213 0.0088 0.027 0.0 0.0 0.0 0.0194
3.0827 106.5476 8950 3.0428 0.0043 0.0172 0.0006 0.0043 -1.0 -1.0 0.0014 0.0099 0.0401 0.0401 -1.0 -1.0 0.0108 0.1185 0.0063 0.026 0.0 0.0 0.0 0.0159
4.1679 107.1429 9000 3.0473 0.0045 0.0176 0.0009 0.0045 -1.0 -1.0 0.0024 0.0117 0.0425 0.0425 -1.0 -1.0 0.0111 0.1222 0.0069 0.0284 0.0 0.0 0.0 0.0194
3.6622 107.7381 9050 3.0389 0.0046 0.0175 0.0008 0.0046 -1.0 -1.0 0.0022 0.0122 0.0433 0.0433 -1.0 -1.0 0.0113 0.1255 0.007 0.0288 0.0 0.0 0.0 0.0188
1.6864 108.3333 9100 3.0567 0.0045 0.0161 0.0009 0.0045 -1.0 -1.0 0.0017 0.0109 0.0417 0.0417 -1.0 -1.0 0.0103 0.1185 0.0075 0.0288 0.0 0.0 0.0001 0.0194
2.7387 108.9286 9150 3.0351 0.0048 0.0159 0.0009 0.0048 -1.0 -1.0 0.0021 0.0107 0.0414 0.0414 -1.0 -1.0 0.0105 0.1185 0.0084 0.0307 0.0 0.0 0.0 0.0165
2.5301 109.5238 9200 3.0230 0.0046 0.0179 0.001 0.0046 -1.0 -1.0 0.0022 0.0109 0.0428 0.0428 -1.0 -1.0 0.0108 0.1241 0.0077 0.0312 0.0 0.0 0.0 0.0159
3.3649 110.1190 9250 3.0249 0.0046 0.0156 0.0006 0.0046 -1.0 -1.0 0.002 0.0113 0.0404 0.0404 -1.0 -1.0 0.0105 0.1181 0.0077 0.0288 0.0 0.0 0.0 0.0147
3.6737 110.7143 9300 3.0224 0.0048 0.0162 0.0008 0.0048 -1.0 -1.0 0.0022 0.0123 0.0418 0.0418 -1.0 -1.0 0.0117 0.1245 0.0076 0.0279 0.0 0.0 0.0 0.0147
3.7058 111.3095 9350 3.0062 0.0047 0.0155 0.0009 0.0047 -1.0 -1.0 0.0022 0.0124 0.0419 0.0419 -1.0 -1.0 0.0113 0.1222 0.0073 0.0288 0.0 0.0 0.0 0.0165
4.4911 111.9048 9400 3.0124 0.0047 0.0149 0.0006 0.0047 -1.0 -1.0 0.0015 0.0113 0.0411 0.0411 -1.0 -1.0 0.011 0.1194 0.0078 0.0284 0.0 0.0 0.0 0.0165
3.5137 112.5 9450 3.0127 0.0047 0.0153 0.0008 0.0047 -1.0 -1.0 0.0019 0.0121 0.0422 0.0422 -1.0 -1.0 0.0117 0.1245 0.0071 0.0279 0.0 0.0 0.0 0.0165
3.6468 113.0952 9500 3.0071 0.0047 0.015 0.0006 0.0047 -1.0 -1.0 0.0015 0.0116 0.0416 0.0416 -1.0 -1.0 0.0115 0.1227 0.0073 0.0274 0.0 0.0 0.0 0.0165
2.9878 113.6905 9550 3.0092 0.0045 0.0158 0.0006 0.0045 -1.0 -1.0 0.0019 0.0118 0.0412 0.0412 -1.0 -1.0 0.0113 0.1199 0.0069 0.0279 0.0 0.0 0.0 0.0171
4.1334 114.2857 9600 3.0088 0.0047 0.0169 0.001 0.0047 -1.0 -1.0 0.0019 0.0121 0.0424 0.0424 -1.0 -1.0 0.0116 0.1236 0.0071 0.0284 0.0 0.0 0.0 0.0176
3.0444 114.8810 9650 3.0066 0.0048 0.0178 0.0009 0.0048 -1.0 -1.0 0.0019 0.0118 0.0433 0.0433 -1.0 -1.0 0.0116 0.1231 0.0078 0.0288 0.0 0.0 0.0001 0.0212
1.6588 115.4762 9700 3.0116 0.0046 0.0154 0.0009 0.0046 -1.0 -1.0 0.002 0.0118 0.0418 0.0418 -1.0 -1.0 0.0109 0.1199 0.0075 0.0284 0.0 0.0 0.0001 0.0188
3.1918 116.0714 9750 3.0103 0.0048 0.0171 0.0009 0.0048 -1.0 -1.0 0.0019 0.0119 0.0429 0.0429 -1.0 -1.0 0.0117 0.1227 0.0077 0.0288 0.0 0.0 0.0001 0.02
1.7329 116.6667 9800 3.0005 0.0047 0.0164 0.0009 0.0047 -1.0 -1.0 0.002 0.0121 0.0416 0.0416 -1.0 -1.0 0.011 0.1199 0.0076 0.0288 0.0 0.0 0.0 0.0176
3.5186 117.2619 9850 2.9999 0.0049 0.0168 0.0012 0.0049 -1.0 -1.0 0.002 0.0122 0.0427 0.0427 -1.0 -1.0 0.0112 0.1218 0.0082 0.0321 0.0 0.0 0.0 0.0171
1.7971 117.8571 9900 3.0009 0.0048 0.0172 0.001 0.0048 -1.0 -1.0 0.0017 0.0121 0.0437 0.0437 -1.0 -1.0 0.0116 0.1259 0.0077 0.0316 0.0 0.0 0.0 0.0171
3.9121 118.4524 9950 3.0010 0.0048 0.0164 0.001 0.0048 -1.0 -1.0 0.0019 0.0117 0.0436 0.0436 -1.0 -1.0 0.0117 0.1264 0.0076 0.0302 0.0 0.0 0.0 0.0176
2.9464 119.0476 10000 3.0007 0.0047 0.0173 0.0009 0.0047 -1.0 -1.0 0.0017 0.0117 0.0426 0.0426 -1.0 -1.0 0.0113 0.1227 0.0075 0.0307 0.0 0.0 0.0 0.0171

Framework versions

  • Transformers 4.48.0
  • Pytorch 2.5.1+cu124
  • Datasets 3.2.0
  • Tokenizers 0.21.0
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