Hugging Face's logo

ellarose
/
test-trainer-alternate

Text Classification
setfit
Safetensors
sentence-transformers
mpnet
generated_from_setfit_trainer
Eval Results
Model card Files Community
Edit model card

SetFit with sentence-transformers/paraphrase-mpnet-base-v2

This is a SetFit model that can be used for Text Classification. This SetFit model uses sentence-transformers/paraphrase-mpnet-base-v2 as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.

The model has been trained using an efficient few-shot learning technique that involves:

  1. Fine-tuning a Sentence Transformer with contrastive learning.
  2. Training a classification head with features from the fine-tuned Sentence Transformer.

Model Details

Model Description

Model Sources

Model Labels

Label Examples
subject
  • 'vidourle river (france)'
  • 'knockout kings 2000 (game)'
  • 'social practice (art)'
genre/form
  • 'hadith stories'
  • 'discographies'
  • 'dance drama'

Evaluation

Metrics

Label Accuracy
all 0.9556

Uses

Direct Use for Inference

First install the SetFit library:

pip install setfit

Then you can load this model and run inference.

from setfit import SetFitModel

# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("ellarose/test-trainer-alternate")
# Run inference
preds = model("prison fiction")

Training Details

Training Set Metrics

Training set Min Median Max
Word count 1 2.415 10
Label Training Sample Count
subject 500
genre/form 500

Training Hyperparameters

  • batch_size: (40, 40)
  • num_epochs: (10, 10)
  • max_steps: -1
  • sampling_strategy: oversampling
  • body_learning_rate: (2e-05, 1e-05)
  • head_learning_rate: 0.01
  • loss: CosineSimilarityLoss
  • distance_metric: cosine_distance
  • margin: 0.25
  • end_to_end: False
  • use_amp: False
  • warmup_proportion: 0.1
  • seed: 42
  • eval_max_steps: -1
  • load_best_model_at_end: True

Training Results

Epoch Step Training Loss Validation Loss
0.0001 1 0.3379 -
0.0040 50 0.3311 -
0.0080 100 0.3642 -
0.0120 150 0.3077 -
0.0160 200 0.2542 -
0.0200 250 0.233 -
0.0240 300 0.23 -
0.0279 350 0.2247 -
0.0319 400 0.2009 -
0.0359 450 0.2354 -
0.0399 500 0.1823 -
0.0439 550 0.2048 -
0.0479 600 0.1546 -
0.0519 650 0.1363 -
0.0559 700 0.1031 -
0.0599 750 0.0668 -
0.0639 800 0.1156 -
0.0679 850 0.0435 -
0.0719 900 0.0495 -
0.0758 950 0.046 -
0.0798 1000 0.0424 -
0.0838 1050 0.1312 -
0.0878 1100 0.0246 -
0.0918 1150 0.0273 -
0.0958 1200 0.0075 -
0.0998 1250 0.0203 -
0.1038 1300 0.0073 -
0.1078 1350 0.0328 -
0.1118 1400 0.0274 -
0.1158 1450 0.0042 -
0.1198 1500 0.0494 -
0.1238 1550 0.0413 -
0.1277 1600 0.0036 -
0.1317 1650 0.0329 -
0.1357 1700 0.0168 -
0.1397 1750 0.0028 -
0.1437 1800 0.0227 -
0.1477 1850 0.002 -
0.1517 1900 0.0121 -
0.1557 1950 0.0018 -
0.1597 2000 0.0019 -
0.1637 2050 0.001 -
0.1677 2100 0.0009 -
0.1717 2150 0.0012 -
0.1756 2200 0.0007 -
0.1796 2250 0.001 -
0.1836 2300 0.0008 -
0.1876 2350 0.0009 -
0.1916 2400 0.001 -
0.1956 2450 0.0009 -
0.1996 2500 0.0247 -
0.2036 2550 0.0007 -
0.2076 2600 0.0008 -
0.2116 2650 0.0008 -
0.2156 2700 0.0006 -
0.2196 2750 0.0023 -
0.2236 2800 0.0007 -
0.2275 2850 0.0004 -
0.2315 2900 0.0054 -
0.2355 2950 0.0007 -
0.2395 3000 0.0004 -
0.2435 3050 0.0007 -
0.2475 3100 0.0244 -
0.2515 3150 0.0243 -
0.2555 3200 0.0005 -
0.2595 3250 0.0004 -
0.2635 3300 0.0004 -
0.2675 3350 0.0004 -
0.2715 3400 0.0004 -
0.2754 3450 0.0482 -
0.2794 3500 0.0004 -
0.2834 3550 0.0005 -
0.2874 3600 0.0005 -
0.2914 3650 0.0007 -
0.2954 3700 0.0063 -
0.2994 3750 0.0043 -
0.3034 3800 0.0005 -
0.3074 3850 0.0366 -
0.3114 3900 0.0245 -
0.3154 3950 0.0242 -
0.3194 4000 0.0003 -
0.3234 4050 0.0007 -
0.3273 4100 0.0123 -
0.3313 4150 0.0004 -
0.3353 4200 0.0007 -
0.3393 4250 0.0238 -
0.3433 4300 0.0002 -
0.3473 4350 0.0238 -
0.3513 4400 0.0003 -
0.3553 4450 0.0224 -
0.3593 4500 0.0006 -
0.3633 4550 0.0005 -
0.3673 4600 0.0004 -
0.3713 4650 0.0025 -
0.3752 4700 0.0003 -
0.3792 4750 0.0218 -
0.3832 4800 0.001 -
0.3872 4850 0.0004 -
0.3912 4900 0.0004 -
0.3952 4950 0.0161 -
0.3992 5000 0.0008 -
0.4032 5050 0.0024 -
0.4072 5100 0.0003 -
0.4112 5150 0.0002 -
0.4152 5200 0.0005 -
0.4192 5250 0.0021 -
0.4232 5300 0.0235 -
0.4271 5350 0.0035 -
0.4311 5400 0.0007 -
0.4351 5450 0.0007 -
0.4391 5500 0.0217 -
0.4431 5550 0.0006 -
0.4471 5600 0.0054 -
0.4511 5650 0.002 -
0.4551 5700 0.0013 -
0.4591 5750 0.0026 -
0.4631 5800 0.0051 -
0.4671 5850 0.0003 -
0.4711 5900 0.0003 -
0.4750 5950 0.0119 -
0.4790 6000 0.0011 -
0.4830 6050 0.0253 -
0.4870 6100 0.0244 -
0.4910 6150 0.0002 -
0.4950 6200 0.0002 -
0.4990 6250 0.0002 -
0.5030 6300 0.0167 -
0.5070 6350 0.0002 -
0.5110 6400 0.0003 -
0.5150 6450 0.0012 -
0.5190 6500 0.003 -
0.5230 6550 0.0003 -
0.5269 6600 0.0003 -
0.5309 6650 0.0006 -
0.5349 6700 0.0026 -
0.5389 6750 0.0004 -
0.5429 6800 0.0001 -
0.5469 6850 0.0002 -
0.5509 6900 0.0003 -
0.5549 6950 0.0028 -
0.5589 7000 0.0022 -
0.5629 7050 0.0007 -
0.5669 7100 0.0004 -
0.5709 7150 0.0002 -
0.5749 7200 0.0001 -
0.5788 7250 0.0122 -
0.5828 7300 0.0017 -
0.5868 7350 0.0001 -
0.5908 7400 0.0002 -
0.5948 7450 0.0001 -
0.5988 7500 0.0003 -
0.6028 7550 0.0011 -
0.6068 7600 0.0002 -
0.6108 7650 0.0003 -
0.6148 7700 0.0001 -
0.6188 7750 0.0001 -
0.6228 7800 0.0001 -
0.6267 7850 0.0002 -
0.6307 7900 0.0149 -
0.6347 7950 0.0106 -
0.6387 8000 0.0015 -
0.6427 8050 0.0001 -
0.6467 8100 0.0009 -
0.6507 8150 0.0015 -
0.6547 8200 0.0306 -
0.6587 8250 0.0054 -
0.6627 8300 0.0011 -
0.6667 8350 0.0003 -
0.6707 8400 0.0001 -
0.6747 8450 0.0024 -
0.6786 8500 0.0001 -
0.6826 8550 0.0001 -
0.6866 8600 0.0001 -
0.6906 8650 0.0072 -
0.6946 8700 0.0001 -
0.6986 8750 0.0002 -
0.7026 8800 0.0001 -
0.7066 8850 0.0243 -
0.7106 8900 0.0001 -
0.7146 8950 0.0001 -
0.7186 9000 0.0001 -
0.7226 9050 0.0001 -
0.7265 9100 0.0001 -
0.7305 9150 0.0001 -
0.7345 9200 0.0008 -
0.7385 9250 0.021 -
0.7425 9300 0.0229 -
0.7465 9350 0.0001 -
0.7505 9400 0.002 -
0.7545 9450 0.0008 -
0.7585 9500 0.0225 -
0.7625 9550 0.0001 -
0.7665 9600 0.0041 -
0.7705 9650 0.0012 -
0.7745 9700 0.0034 -
0.7784 9750 0.0011 -
0.7824 9800 0.0008 -
0.7864 9850 0.0101 -
0.7904 9900 0.0039 -
0.7944 9950 0.0001 -
0.7984 10000 0.0005 -
0.8024 10050 0.0011 -
0.8064 10100 0.0025 -
0.8104 10150 0.0001 -
0.8144 10200 0.0003 -
0.8184 10250 0.0002 -
0.8224 10300 0.0002 -
0.8263 10350 0.0001 -
0.8303 10400 0.0007 -
0.8343 10450 0.0005 -
0.8383 10500 0.0005 -
0.8423 10550 0.0001 -
0.8463 10600 0.0206 -
0.8503 10650 0.0023 -
0.8543 10700 0.0001 -
0.8583 10750 0.0001 -
0.8623 10800 0.0001 -
0.8663 10850 0.0001 -
0.8703 10900 0.0001 -
0.8743 10950 0.0002 -
0.8782 11000 0.0007 -
0.8822 11050 0.0025 -
0.8862 11100 0.0001 -
0.8902 11150 0.0001 -
0.8942 11200 0.0001 -
0.8982 11250 0.0001 -
0.9022 11300 0.0047 -
0.9062 11350 0.0001 -
0.9102 11400 0.0002 -
0.9142 11450 0.0001 -
0.9182 11500 0.0013 -
0.9222 11550 0.0011 -
0.9261 11600 0.0001 -
0.9301 11650 0.001 -
0.9341 11700 0.0145 -
0.9381 11750 0.0001 -
0.9421 11800 0.0156 -
0.9461 11850 0.0001 -
0.9501 11900 0.0016 -
0.9541 11950 0.0001 -
0.9581 12000 0.0011 -
0.9621 12050 0.002 -
0.9661 12100 0.0001 -
0.9701 12150 0.0004 -
0.9741 12200 0.0007 -
0.9780 12250 0.0014 -
0.9820 12300 0.0255 -
0.9860 12350 0.004 -
0.9900 12400 0.002 -
0.9940 12450 0.0146 -
0.9980 12500 0.0008 -
1.0 12525 - 0.0588
1.0020 12550 0.0175 -
1.0060 12600 0.0001 -
1.0100 12650 0.0006 -
1.0140 12700 0.0002 -
1.0180 12750 0.0149 -
1.0220 12800 0.0001 -
1.0259 12850 0.0001 -
1.0299 12900 0.0001 -
1.0339 12950 0.003 -
1.0379 13000 0.0003 -
1.0419 13050 0.0254 -
1.0459 13100 0.0001 -
1.0499 13150 0.0001 -
1.0539 13200 0.0001 -
1.0579 13250 0.0001 -
1.0619 13300 0.0003 -
1.0659 13350 0.0244 -
1.0699 13400 0.0001 -
1.0739 13450 0.0001 -
1.0778 13500 0.0175 -
1.0818 13550 0.0002 -
1.0858 13600 0.0002 -
1.0898 13650 0.0001 -
1.0938 13700 0.0001 -
1.0978 13750 0.0002 -
1.1018 13800 0.0001 -
1.1058 13850 0.0001 -
1.1098 13900 0.0001 -
1.1138 13950 0.0005 -
1.1178 14000 0.0001 -
1.1218 14050 0.0001 -
1.1257 14100 0.0002 -
1.1297 14150 0.0001 -
1.1337 14200 0.0002 -
1.1377 14250 0.0008 -
1.1417 14300 0.0001 -
1.1457 14350 0.0001 -
1.1497 14400 0.0013 -
1.1537 14450 0.0001 -
1.1577 14500 0.0001 -
1.1617 14550 0.0004 -
1.1657 14600 0.0001 -
1.1697 14650 0.0001 -
1.1737 14700 0.001 -
1.1776 14750 0.0156 -
1.1816 14800 0.0001 -
1.1856 14850 0.0003 -
1.1896 14900 0.0045 -
1.1936 14950 0.0011 -
1.1976 15000 0.0015 -
1.2016 15050 0.0017 -
1.2056 15100 0.017 -
1.2096 15150 0.0001 -
1.2136 15200 0.0011 -
1.2176 15250 0.0003 -
1.2216 15300 0.0001 -
1.2255 15350 0.0001 -
1.2295 15400 0.0005 -
1.2335 15450 0.0144 -
1.2375 15500 0.0001 -
1.2415 15550 0.0001 -
1.2455 15600 0.0191 -
1.2495 15650 0.0001 -
1.2535 15700 0.0001 -
1.2575 15750 0.0001 -
1.2615 15800 0.0001 -
1.2655 15850 0.0008 -
1.2695 15900 0.0005 -
1.2735 15950 0.013 -
1.2774 16000 0.0001 -
1.2814 16050 0.0201 -
1.2854 16100 0.0008 -
1.2894 16150 0.0001 -
1.2934 16200 0.0001 -
1.2974 16250 0.0001 -
1.3014 16300 0.0001 -
1.3054 16350 0.0 -
1.3094 16400 0.0118 -
1.3134 16450 0.0253 -
1.3174 16500 0.0001 -
1.3214 16550 0.0012 -
1.3253 16600 0.0017 -
1.3293 16650 0.0001 -
1.3333 16700 0.0094 -
1.3373 16750 0.0001 -
1.3413 16800 0.0243 -
1.3453 16850 0.049 -
1.3493 16900 0.0001 -
1.3533 16950 0.0247 -
1.3573 17000 0.0001 -
1.3613 17050 0.0001 -
1.3653 17100 0.0001 -
1.3693 17150 0.0246 -
1.3733 17200 0.0001 -
1.3772 17250 0.0245 -
1.3812 17300 0.0012 -
1.3852 17350 0.0001 -
1.3892 17400 0.0001 -
1.3932 17450 0.0001 -
1.3972 17500 0.0001 -
1.4012 17550 0.0001 -
1.4052 17600 0.0002 -
1.4092 17650 0.0001 -
1.4132 17700 0.0001 -
1.4172 17750 0.0039 -
1.4212 17800 0.0012 -
1.4251 17850 0.0043 -
1.4291 17900 0.0001 -
1.4331 17950 0.0001 -
1.4371 18000 0.0001 -
1.4411 18050 0.0001 -
1.4451 18100 0.0043 -
1.4491 18150 0.0023 -
1.4531 18200 0.0001 -
1.4571 18250 0.0002 -
1.4611 18300 0.0001 -
1.4651 18350 0.0001 -
1.4691 18400 0.0001 -
1.4731 18450 0.0099 -
1.4770 18500 0.0001 -
1.4810 18550 0.0001 -
1.4850 18600 0.03 -
1.4890 18650 0.0001 -
1.4930 18700 0.0014 -
1.4970 18750 0.0 -
1.5010 18800 0.0246 -
1.5050 18850 0.0001 -
1.5090 18900 0.0001 -
1.5130 18950 0.0001 -
1.5170 19000 0.0001 -
1.5210 19050 0.0001 -
1.5250 19100 0.0001 -
1.5289 19150 0.0001 -
1.5329 19200 0.0032 -
1.5369 19250 0.0001 -
1.5409 19300 0.0001 -
1.5449 19350 0.0001 -
1.5489 19400 0.025 -
1.5529 19450 0.0028 -
1.5569 19500 0.0028 -
1.5609 19550 0.0001 -
1.5649 19600 0.005 -
1.5689 19650 0.0024 -
1.5729 19700 0.0001 -
1.5768 19750 0.0 -
1.5808 19800 0.0001 -
1.5848 19850 0.0001 -
1.5888 19900 0.0001 -
1.5928 19950 0.0001 -
1.5968 20000 0.0001 -
1.6008 20050 0.0001 -
1.6048 20100 0.0001 -
1.6088 20150 0.0001 -
1.6128 20200 0.0 -
1.6168 20250 0.0001 -
1.6208 20300 0.0001 -
1.6248 20350 0.0028 -
1.6287 20400 0.0019 -
1.6327 20450 0.0115 -
1.6367 20500 0.0029 -
1.6407 20550 0.0035 -
1.6447 20600 0.0005 -
1.6487 20650 0.0007 -
1.6527 20700 0.0374 -
1.6567 20750 0.0064 -
1.6607 20800 0.004 -
1.6647 20850 0.0009 -
1.6687 20900 0.0 -
1.6727 20950 0.0017 -
1.6766 21000 0.0001 -
1.6806 21050 0.0001 -
1.6846 21100 0.0001 -
1.6886 21150 0.0083 -
1.6926 21200 0.0001 -
1.6966 21250 0.0001 -
1.7006 21300 0.0001 -
1.7046 21350 0.0009 -
1.7086 21400 0.0001 -
1.7126 21450 0.0001 -
1.7166 21500 0.0015 -
1.7206 21550 0.0001 -
1.7246 21600 0.0001 -
1.7285 21650 0.0001 -
1.7325 21700 0.0007 -
1.7365 21750 0.0001 -
1.7405 21800 0.0213 -
1.7445 21850 0.0007 -
1.7485 21900 0.0029 -
1.7525 21950 0.0007 -
1.7565 22000 0.0025 -
1.7605 22050 0.0002 -
1.7645 22100 0.0173 -
1.7685 22150 0.0012 -
1.7725 22200 0.0027 -
1.7764 22250 0.0009 -
1.7804 22300 0.0013 -
1.7844 22350 0.024 -
1.7884 22400 0.0043 -
1.7924 22450 0.0001 -
1.7964 22500 0.0001 -
1.8004 22550 0.0109 -
1.8044 22600 0.0001 -
1.8084 22650 0.0002 -
1.8124 22700 0.0246 -
1.8164 22750 0.0001 -
1.8204 22800 0.0002 -
1.8244 22850 0.0248 -
1.8283 22900 0.0001 -
1.8323 22950 0.0119 -
1.8363 23000 0.0254 -
1.8403 23050 0.1233 -
1.8443 23100 0.0003 -
1.8483 23150 0.0001 -
1.8523 23200 0.0 -
1.8563 23250 0.0 -
1.8603 23300 0.0001 -
1.8643 23350 0.0001 -
1.8683 23400 0.0001 -
1.8723 23450 0.0001 -
1.8762 23500 0.0001 -
1.8802 23550 0.0017 -
1.8842 23600 0.0 -
1.8882 23650 0.0001 -
1.8922 23700 0.0 -
1.8962 23750 0.0001 -
1.9002 23800 0.0055 -
1.9042 23850 0.0001 -
1.9082 23900 0.0003 -
1.9122 23950 0.0002 -
1.9162 24000 0.0007 -
1.9202 24050 0.0011 -
1.9242 24100 0.0001 -
1.9281 24150 0.0001 -
1.9321 24200 0.0001 -
1.9361 24250 0.0001 -
1.9401 24300 0.0192 -
1.9441 24350 0.0001 -
1.9481 24400 0.0008 -
1.9521 24450 0.0 -
1.9561 24500 0.0004 -
1.9601 24550 0.0001 -
1.9641 24600 0.0001 -
1.9681 24650 0.0001 -
1.9721 24700 0.0001 -
1.9760 24750 0.0013 -
1.9800 24800 0.0129 -
1.9840 24850 0.0024 -
1.9880 24900 0.0015 -
1.9920 24950 0.0196 -
1.9960 25000 0.0164 -
2.0 25050 0.002 0.0769
2.0040 25100 0.0001 -
2.0080 25150 0.0156 -
2.0120 25200 0.0 -
2.0160 25250 0.0169 -
2.0200 25300 0.0023 -
2.0240 25350 0.0001 -
2.0279 25400 0.0 -
2.0319 25450 0.001 -
2.0359 25500 0.0152 -
2.0399 25550 0.0001 -
2.0439 25600 0.001 -
2.0479 25650 0.0001 -
2.0519 25700 0.002 -
2.0559 25750 0.0006 -
2.0599 25800 0.0031 -
2.0639 25850 0.0016 -
2.0679 25900 0.0 -
2.0719 25950 0.0001 -
2.0758 26000 0.0001 -
2.0798 26050 0.0159 -
2.0838 26100 0.0005 -
2.0878 26150 0.0001 -
2.0918 26200 0.0001 -
2.0958 26250 0.0006 -
2.0998 26300 0.0008 -
2.1038 26350 0.0 -
2.1078 26400 0.0 -
2.1118 26450 0.0183 -
2.1158 26500 0.0001 -
2.1198 26550 0.0167 -
2.1238 26600 0.0001 -
2.1277 26650 0.0014 -
2.1317 26700 0.0003 -
2.1357 26750 0.0014 -
2.1397 26800 0.0001 -
2.1437 26850 0.0001 -
2.1477 26900 0.0011 -
2.1517 26950 0.0 -
2.1557 27000 0.0001 -
2.1597 27050 0.0001 -
2.1637 27100 0.0007 -
2.1677 27150 0.0001 -
2.1717 27200 0.0 -
2.1756 27250 0.0001 -
2.1796 27300 0.0005 -
2.1836 27350 0.0 -
2.1876 27400 0.0002 -
2.1916 27450 0.0001 -
2.1956 27500 0.0001 -
2.1996 27550 0.025 -
2.2036 27600 0.0001 -
2.2076 27650 0.0001 -
2.2116 27700 0.0001 -
2.2156 27750 0.0001 -
2.2196 27800 0.0001 -
2.2236 27850 0.0001 -
2.2275 27900 0.0001 -
2.2315 27950 0.0 -
2.2355 28000 0.0001 -
2.2395 28050 0.0001 -
2.2435 28100 0.0245 -
2.2475 28150 0.0001 -
2.2515 28200 0.0251 -
2.2555 28250 0.0001 -
2.2595 28300 0.0497 -
2.2635 28350 0.0002 -
2.2675 28400 0.0487 -
2.2715 28450 0.0703 -
2.2754 28500 0.0248 -
2.2794 28550 0.0001 -
2.2834 28600 0.0245 -
2.2874 28650 0.0004 -
2.2914 28700 0.0001 -
2.2954 28750 0.0001 -
2.2994 28800 0.0 -
2.3034 28850 0.0002 -
2.3074 28900 0.0489 -
2.3114 28950 0.0245 -
2.3154 29000 0.0002 -
2.3194 29050 0.0001 -
2.3234 29100 0.0001 -
2.3273 29150 0.0247 -
2.3313 29200 0.0003 -
2.3353 29250 0.0001 -
2.3393 29300 0.0001 -
2.3433 29350 0.0246 -
2.3473 29400 0.0246 -
2.3513 29450 0.0246 -
2.3553 29500 0.0001 -
2.3593 29550 0.0001 -
2.3633 29600 0.0001 -
2.3673 29650 0.0246 -
2.3713 29700 0.0 -
2.3752 29750 0.0246 -
2.3792 29800 0.0001 -
2.3832 29850 0.0001 -
2.3872 29900 0.0001 -
2.3912 29950 0.0002 -
2.3952 30000 0.0248 -
2.3992 30050 0.0002 -
2.4032 30100 0.0001 -
2.4072 30150 0.0001 -
2.4112 30200 0.0001 -
2.4152 30250 0.0001 -
2.4192 30300 0.0001 -
2.4232 30350 0.0245 -
2.4271 30400 0.0001 -
2.4311 30450 0.0001 -
2.4351 30500 0.0001 -
2.4391 30550 0.0 -
2.4431 30600 0.0001 -
2.4471 30650 0.0001 -
2.4511 30700 0.0001 -
2.4551 30750 0.0001 -
2.4591 30800 0.0001 -
2.4631 30850 0.0002 -
2.4671 30900 0.0001 -
2.4711 30950 0.0245 -
2.4750 31000 0.0001 -
2.4790 31050 0.0249 -
2.4830 31100 0.0246 -
2.4870 31150 0.0001 -
2.4910 31200 0.0246 -
2.4950 31250 0.0001 -
2.4990 31300 0.0247 -
2.5030 31350 0.0001 -
2.5070 31400 0.0001 -
2.5110 31450 0.0003 -
2.5150 31500 0.0002 -
2.5190 31550 0.0002 -
2.5230 31600 0.0001 -
2.5269 31650 0.0001 -
2.5309 31700 0.0003 -
2.5349 31750 0.0001 -
2.5389 31800 0.0001 -
2.5429 31850 0.0001 -
2.5469 31900 0.0001 -
2.5509 31950 0.0493 -
2.5549 32000 0.0001 -
2.5589 32050 0.0001 -
2.5629 32100 0.0003 -
2.5669 32150 0.0001 -
2.5709 32200 0.025 -
2.5749 32250 0.0001 -
2.5788 32300 0.0249 -
2.5828 32350 0.0001 -
2.5868 32400 0.0001 -
2.5908 32450 0.0001 -
2.5948 32500 0.0001 -
2.5988 32550 0.0004 -
2.6028 32600 0.0001 -
2.6068 32650 0.0001 -
2.6108 32700 0.0001 -
2.6148 32750 0.0001 -
2.6188 32800 0.0001 -
2.6228 32850 0.0001 -
2.6267 32900 0.0001 -
2.6307 32950 0.0492 -
2.6347 33000 0.0001 -
2.6387 33050 0.0001 -
2.6427 33100 0.0 -
2.6467 33150 0.0001 -
2.6507 33200 0.0247 -
2.6547 33250 0.0001 -
2.6587 33300 0.0001 -
2.6627 33350 0.0001 -
2.6667 33400 0.0001 -
2.6707 33450 0.0001 -
2.6747 33500 0.0001 -
2.6786 33550 0.0001 -
2.6826 33600 0.0001 -
2.6866 33650 0.0002 -
2.6906 33700 0.0001 -
2.6946 33750 0.0001 -
2.6986 33800 0.0001 -
2.7026 33850 0.0001 -
2.7066 33900 0.0254 -
2.7106 33950 0.0001 -
2.7146 34000 0.0001 -
2.7186 34050 0.0001 -
2.7226 34100 0.0001 -
2.7265 34150 0.0001 -
2.7305 34200 0.0001 -
2.7345 34250 0.0002 -
2.7385 34300 0.0498 -
2.7425 34350 0.0001 -
2.7465 34400 0.0001 -
2.7505 34450 0.0001 -
2.7545 34500 0.0001 -
2.7585 34550 0.0248 -
2.7625 34600 0.0 -
2.7665 34650 0.0001 -
2.7705 34700 0.0001 -
2.7745 34750 0.0001 -
2.7784 34800 0.0001 -
2.7824 34850 0.0247 -
2.7864 34900 0.0001 -
2.7904 34950 0.0001 -
2.7944 35000 0.0001 -
2.7984 35050 0.0001 -
2.8024 35100 0.0001 -
2.8064 35150 0.0001 -
2.8104 35200 0.0001 -
2.8144 35250 0.0001 -
2.8184 35300 0.0001 -
2.8224 35350 0.0001 -
2.8263 35400 0.0 -
2.8303 35450 0.0001 -
2.8343 35500 0.0 -
2.8383 35550 0.0 -
2.8423 35600 0.0001 -
2.8463 35650 0.0254 -
2.8503 35700 0.0001 -
2.8543 35750 0.0001 -
2.8583 35800 0.0001 -
2.8623 35850 0.0 -
2.8663 35900 0.0001 -
2.8703 35950 0.0001 -
2.8743 36000 0.0002 -
2.8782 36050 0.0001 -
2.8822 36100 0.0001 -
2.8862 36150 0.0 -
2.8902 36200 0.0001 -
2.8942 36250 0.0001 -
2.8982 36300 0.0001 -
2.9022 36350 0.0001 -
2.9062 36400 0.0001 -
2.9102 36450 0.0001 -
2.9142 36500 0.0001 -
2.9182 36550 0.0001 -
2.9222 36600 0.0001 -
2.9261 36650 0.0002 -
2.9301 36700 0.0001 -
2.9341 36750 0.0248 -
2.9381 36800 0.0245 -
2.9421 36850 0.0001 -
2.9461 36900 0.0 -
2.9501 36950 0.0001 -
2.9541 37000 0.0001 -
2.9581 37050 0.0001 -
2.9621 37100 0.0001 -
2.9661 37150 0.0001 -
2.9701 37200 0.0001 -
2.9741 37250 0.0001 -
2.9780 37300 0.0 -
2.9820 37350 0.0503 -
2.9860 37400 0.0001 -
2.9900 37450 0.0246 -
2.9940 37500 0.0001 -
2.9980 37550 0.0001 -
3.0 37575 - 0.0396
3.0020 37600 0.0248 -
3.0060 37650 0.0001 -
3.0100 37700 0.0001 -
3.0140 37750 0.0245 -
3.0180 37800 0.0002 -
3.0220 37850 0.0 -
3.0259 37900 0.0001 -
3.0299 37950 0.0001 -
3.0339 38000 0.0003 -
3.0379 38050 0.0001 -
3.0419 38100 0.0001 -
3.0459 38150 0.0001 -
3.0499 38200 0.0001 -
3.0539 38250 0.0001 -
3.0579 38300 0.0001 -
3.0619 38350 0.0002 -
3.0659 38400 0.0251 -
3.0699 38450 0.0001 -
3.0739 38500 0.0001 -
3.0778 38550 0.0001 -
3.0818 38600 0.0001 -
3.0858 38650 0.0001 -
3.0898 38700 0.0001 -
3.0938 38750 0.0001 -
3.0978 38800 0.0001 -
3.1018 38850 0.0001 -
3.1058 38900 0.0001 -
3.1098 38950 0.0 -
3.1138 39000 0.0001 -
3.1178 39050 0.0001 -
3.1218 39100 0.0001 -
3.1257 39150 0.0001 -
3.1297 39200 0.0001 -
3.1337 39250 0.0001 -
3.1377 39300 0.0 -
3.1417 39350 0.0001 -
3.1457 39400 0.0002 -
3.1497 39450 0.0001 -
3.1537 39500 0.0002 -
3.1577 39550 0.0001 -
3.1617 39600 0.0717 -
3.1657 39650 0.0001 -
3.1697 39700 0.0001 -
3.1737 39750 0.0004 -
3.1776 39800 0.0244 -
3.1816 39850 0.0001 -
3.1856 39900 0.0239 -
3.1896 39950 0.0245 -
3.1936 40000 0.0245 -
3.1976 40050 0.0001 -
3.2016 40100 0.0184 -
3.2056 40150 0.0246 -
3.2096 40200 0.0001 -
3.2136 40250 0.0001 -
3.2176 40300 0.0001 -
3.2216 40350 0.0001 -
3.2255 40400 0.0001 -
3.2295 40450 0.0002 -
3.2335 40500 0.0248 -
3.2375 40550 0.0001 -
3.2415 40600 0.0244 -
3.2455 40650 0.0002 -
3.2495 40700 0.0001 -
3.2535 40750 0.0001 -
3.2575 40800 0.0 -
3.2615 40850 0.0 -
3.2655 40900 0.0001 -
3.2695 40950 0.0247 -
3.2735 41000 0.0001 -
3.2774 41050 0.0001 -
3.2814 41100 0.0246 -
3.2854 41150 0.0001 -
3.2894 41200 0.0001 -
3.2934 41250 0.0001 -
3.2974 41300 0.0001 -
3.3014 41350 0.0001 -
3.3054 41400 0.0246 -
3.3094 41450 0.0246 -
3.3134 41500 0.0246 -
3.3174 41550 0.0001 -
3.3214 41600 0.0003 -
3.3253 41650 0.0001 -
3.3293 41700 0.0001 -
3.3333 41750 0.025 -
3.3373 41800 0.0 -
3.3413 41850 0.0245 -
3.3453 41900 0.0001 -
3.3493 41950 0.0246 -
3.3533 42000 0.0001 -
3.3573 42050 0.0001 -
3.3613 42100 0.0001 -
3.3653 42150 0.0001 -
3.3693 42200 0.0248 -
3.3733 42250 0.0245 -
3.3772 42300 0.0001 -
3.3812 42350 0.0 -
3.3852 42400 0.0001 -
3.3892 42450 0.0001 -
3.3932 42500 0.0001 -
3.3972 42550 0.0001 -
3.4012 42600 0.0001 -
3.4052 42650 0.0001 -
3.4092 42700 0.0001 -
3.4132 42750 0.0001 -
3.4172 42800 0.0001 -
3.4212 42850 0.0 -
3.4251 42900 0.0 -
3.4291 42950 0.0001 -
3.4331 43000 0.0001 -
3.4371 43050 0.0001 -
3.4411 43100 0.0001 -
3.4451 43150 0.0002 -
3.4491 43200 0.0001 -
3.4531 43250 0.0002 -
3.4571 43300 0.0001 -
3.4611 43350 0.0 -
3.4651 43400 0.0001 -
3.4691 43450 0.0246 -
3.4731 43500 0.0001 -
3.4770 43550 0.0001 -
3.4810 43600 0.0246 -
3.4850 43650 0.0001 -
3.4890 43700 0.0001 -
3.4930 43750 0.0001 -
3.4970 43800 0.0245 -
3.5010 43850 0.0001 -
3.5050 43900 0.0001 -
3.5090 43950 0.0001 -
3.5130 44000 0.0001 -
3.5170 44050 0.0001 -
3.5210 44100 0.0001 -
3.5250 44150 0.0001 -
3.5289 44200 0.0001 -
3.5329 44250 0.0001 -
3.5369 44300 0.0 -
3.5409 44350 0.0001 -
3.5449 44400 0.0 -
3.5489 44450 0.0249 -
3.5529 44500 0.0 -
3.5569 44550 0.0002 -
3.5609 44600 0.0001 -
3.5649 44650 0.0002 -
3.5689 44700 0.0001 -
3.5729 44750 0.0 -
3.5768 44800 0.0 -
3.5808 44850 0.0 -
3.5848 44900 0.0 -
3.5888 44950 0.0 -
3.5928 45000 0.0001 -
3.5968 45050 0.0001 -
3.6008 45100 0.0001 -
3.6048 45150 0.0001 -
3.6088 45200 0.0002 -
3.6128 45250 0.0 -
3.6168 45300 0.0001 -
3.6208 45350 0.0001 -
3.6248 45400 0.0001 -
3.6287 45450 0.0244 -
3.6327 45500 0.0 -
3.6367 45550 0.0001 -
3.6407 45600 0.0 -
3.6447 45650 0.0001 -
3.6487 45700 0.0243 -
3.6527 45750 0.0252 -
3.6567 45800 0.0001 -
3.6607 45850 0.0001 -
3.6647 45900 0.0001 -
3.6687 45950 0.0 -
3.6727 46000 0.0001 -
3.6766 46050 0.0001 -
3.6806 46100 0.0002 -
3.6846 46150 0.0 -
3.6886 46200 0.0247 -
3.6926 46250 0.0 -
3.6966 46300 0.0001 -
3.7006 46350 0.0 -
3.7046 46400 0.0001 -
3.7086 46450 0.0001 -
3.7126 46500 0.0001 -
3.7166 46550 0.0 -
3.7206 46600 0.0001 -
3.7246 46650 0.0 -
3.7285 46700 0.0001 -
3.7325 46750 0.0001 -
3.7365 46800 0.0246 -
3.7405 46850 0.0 -
3.7445 46900 0.0001 -
3.7485 46950 0.0001 -
3.7525 47000 0.0001 -
3.7565 47050 0.0001 -
3.7605 47100 0.0001 -
3.7645 47150 0.025 -
3.7685 47200 0.0001 -
3.7725 47250 0.0002 -
3.7764 47300 0.0001 -
3.7804 47350 0.0247 -
3.7844 47400 0.0248 -
3.7884 47450 0.0001 -
3.7924 47500 0.0 -
3.7964 47550 0.0001 -
3.8004 47600 0.025 -
3.8044 47650 0.0001 -
3.8084 47700 0.0001 -
3.8124 47750 0.0002 -
3.8164 47800 0.0001 -
3.8204 47850 0.0001 -
3.8244 47900 0.0252 -
3.8283 47950 0.0001 -
3.8323 48000 0.0254 -
3.8363 48050 0.0249 -
3.8403 48100 0.0001 -
3.8443 48150 0.0001 -
3.8483 48200 0.0001 -
3.8523 48250 0.0 -
3.8563 48300 0.0001 -
3.8603 48350 0.0001 -
3.8643 48400 0.0001 -
3.8683 48450 0.0001 -
3.8723 48500 0.0001 -
3.8762 48550 0.0006 -
3.8802 48600 0.0003 -
3.8842 48650 0.0 -
3.8882 48700 0.0003 -
3.8922 48750 0.0001 -
3.8962 48800 0.0001 -
3.9002 48850 0.0001 -
3.9042 48900 0.0001 -
3.9082 48950 0.0001 -
3.9122 49000 0.0001 -
3.9162 49050 0.0246 -
3.9202 49100 0.0 -
3.9242 49150 0.0001 -
3.9281 49200 0.0001 -
3.9321 49250 0.0001 -
3.9361 49300 0.0246 -
3.9401 49350 0.0 -
3.9441 49400 0.0001 -
3.9481 49450 0.0002 -
3.9521 49500 0.0 -
3.9561 49550 0.0 -
3.9601 49600 0.0002 -
3.9641 49650 0.0248 -
3.9681 49700 0.0001 -
3.9721 49750 0.0001 -
3.9760 49800 0.0001 -
3.9800 49850 0.0248 -
3.9840 49900 0.0001 -
3.9880 49950 0.0245 -
3.9920 50000 0.0001 -
3.9960 50050 0.0487 -
4.0 50100 0.0002 0.0927
4.0040 50150 0.0001 -
4.0080 50200 0.0251 -
4.0120 50250 0.0245 -
4.0160 50300 0.0001 -
4.0200 50350 0.0001 -
4.0240 50400 0.0001 -
4.0279 50450 0.0 -
4.0319 50500 0.0001 -
4.0359 50550 0.0255 -
4.0399 50600 0.0001 -
4.0439 50650 0.0 -
4.0479 50700 0.0001 -
4.0519 50750 0.0001 -
4.0559 50800 0.0 -
4.0599 50850 0.0 -
4.0639 50900 0.0001 -
4.0679 50950 0.0001 -
4.0719 51000 0.0001 -
4.0758 51050 0.0001 -
4.0798 51100 0.0242 -
4.0838 51150 0.0001 -
4.0878 51200 0.0001 -
4.0918 51250 0.0001 -
4.0958 51300 0.0 -
4.0998 51350 0.0001 -
4.1038 51400 0.0 -
4.1078 51450 0.0 -
4.1118 51500 0.0246 -
4.1158 51550 0.0 -
4.1198 51600 0.0249 -
4.1238 51650 0.0001 -
4.1277 51700 0.0001 -
4.1317 51750 0.0001 -
4.1357 51800 0.0001 -
4.1397 51850 0.0 -
4.1437 51900 0.0001 -
4.1477 51950 0.0 -
4.1517 52000 0.0001 -
4.1557 52050 0.0001 -
4.1597 52100 0.0001 -
4.1637 52150 0.0001 -
4.1677 52200 0.0001 -
4.1717 52250 0.0001 -
4.1756 52300 0.0 -
4.1796 52350 0.0001 -
4.1836 52400 0.0001 -
4.1876 52450 0.0 -
4.1916 52500 0.0001 -
4.1956 52550 0.0001 -
4.1996 52600 0.0252 -
4.2036 52650 0.0001 -
4.2076 52700 0.0001 -
4.2116 52750 0.0001 -
4.2156 52800 0.0001 -
4.2196 52850 0.0001 -
4.2236 52900 0.0001 -
4.2275 52950 0.0 -
4.2315 53000 0.0 -
4.2355 53050 0.0001 -
4.2395 53100 0.0244 -
4.2435 53150 0.0001 -
4.2475 53200 0.0001 -
4.2515 53250 0.0248 -
4.2555 53300 0.0001 -
4.2595 53350 0.0 -
4.2635 53400 0.0 -
4.2675 53450 0.0245 -
4.2715 53500 0.0 -
4.2754 53550 0.0251 -
4.2794 53600 0.0 -
4.2834 53650 0.0001 -
4.2874 53700 0.0001 -
4.2914 53750 0.0001 -
4.2954 53800 0.0 -
4.2994 53850 0.0 -
4.3034 53900 0.0247 -
4.3074 53950 0.049 -
4.3114 54000 0.0 -
4.3154 54050 0.0001 -
4.3194 54100 0.0 -
4.3234 54150 0.0001 -
4.3273 54200 0.0001 -
4.3313 54250 0.0001 -
4.3353 54300 0.0001 -
4.3393 54350 0.0243 -
4.3433 54400 0.0001 -
4.3473 54450 0.0246 -
4.3513 54500 0.0 -
4.3553 54550 0.0001 -
4.3593 54600 0.0001 -
4.3633 54650 0.0001 -
4.3673 54700 0.0 -
4.3713 54750 0.0246 -
4.3752 54800 0.0 -
4.3792 54850 0.0 -
4.3832 54900 0.0001 -
4.3872 54950 0.0001 -
4.3912 55000 0.0001 -
4.3952 55050 0.0001 -
4.3992 55100 0.0001 -
4.4032 55150 0.0 -
4.4072 55200 0.0001 -
4.4112 55250 0.0 -
4.4152 55300 0.0 -
4.4192 55350 0.0001 -
4.4232 55400 0.0244 -
4.4271 55450 0.0 -
4.4311 55500 0.0 -
4.4351 55550 0.0001 -
4.4391 55600 0.0 -
4.4431 55650 0.0001 -
4.4471 55700 0.0001 -
4.4511 55750 0.0959 -
4.4551 55800 0.0002 -
4.4591 55850 0.0001 -
4.4631 55900 0.0001 -
4.4671 55950 0.0246 -
4.4711 56000 0.0001 -
4.4750 56050 0.0001 -
4.4790 56100 0.0246 -
4.4830 56150 0.024 -
4.4870 56200 0.0001 -
4.4910 56250 0.0001 -
4.4950 56300 0.0245 -
4.4990 56350 0.0001 -
4.5030 56400 0.0001 -
4.5070 56450 0.0001 -
4.5110 56500 0.0001 -
4.5150 56550 0.0001 -
4.5190 56600 0.0001 -
4.5230 56650 0.0001 -
4.5269 56700 0.0 -
4.5309 56750 0.0002 -
4.5349 56800 0.0001 -
4.5389 56850 0.0001 -
4.5429 56900 0.0001 -
4.5469 56950 0.0001 -
4.5509 57000 0.0 -
4.5549 57050 0.0001 -
4.5589 57100 0.0001 -
4.5629 57150 0.0001 -
4.5669 57200 0.0 -
4.5709 57250 0.0001 -
4.5749 57300 0.0001 -
4.5788 57350 0.0252 -
4.5828 57400 0.0 -
4.5868 57450 0.0 -
4.5908 57500 0.0001 -
4.5948 57550 0.0001 -
4.5988 57600 0.0001 -
4.6028 57650 0.0001 -
4.6068 57700 0.0 -
4.6108 57750 0.0 -
4.6148 57800 0.0001 -
4.6188 57850 0.0001 -
4.6228 57900 0.0 -
4.6267 57950 0.0244 -
4.6307 58000 0.0416 -
4.6347 58050 0.0001 -
4.6387 58100 0.0 -
4.6427 58150 0.0 -
4.6467 58200 0.0245 -
4.6507 58250 0.0001 -
4.6547 58300 0.0001 -
4.6587 58350 0.0 -
4.6627 58400 0.0001 -
4.6667 58450 0.0001 -
4.6707 58500 0.0001 -
4.6747 58550 0.0001 -
4.6786 58600 0.0001 -
4.6826 58650 0.0001 -
4.6866 58700 0.0002 -
4.6906 58750 0.0 -
4.6946 58800 0.0001 -
4.6986 58850 0.0001 -
4.7026 58900 0.0001 -
4.7066 58950 0.0253 -
4.7106 59000 0.0001 -
4.7146 59050 0.0 -
4.7186 59100 0.0001 -
4.7226 59150 0.0 -
4.7265 59200 0.0001 -
4.7305 59250 0.0001 -
4.7345 59300 0.0246 -
4.7385 59350 0.0252 -
4.7425 59400 0.0001 -
4.7465 59450 0.1531 -
4.7505 59500 0.0001 -
4.7545 59550 0.0001 -
4.7585 59600 0.025 -
4.7625 59650 0.0 -
4.7665 59700 0.0001 -
4.7705 59750 0.0001 -
4.7745 59800 0.0001 -
4.7784 59850 0.0244 -
4.7824 59900 0.0009 -
4.7864 59950 0.0001 -
4.7904 60000 0.0009 -
4.7944 60050 0.0015 -
4.7984 60100 0.0252 -
4.8024 60150 0.0001 -
4.8064 60200 0.0245 -
4.8104 60250 0.0003 -
4.8144 60300 0.0002 -
4.8184 60350 0.0001 -
4.8224 60400 0.0001 -
4.8263 60450 0.0249 -
4.8303 60500 0.0002 -
4.8343 60550 0.0001 -
4.8383 60600 0.0001 -
4.8423 60650 0.0001 -
4.8463 60700 0.0242 -
4.8503 60750 0.0001 -
4.8543 60800 0.0002 -
4.8583 60850 0.0001 -
4.8623 60900 0.0001 -
4.8663 60950 0.0005 -
4.8703 61000 0.0001 -
4.8743 61050 0.0247 -
4.8782 61100 0.0001 -
4.8822 61150 0.0001 -
4.8862 61200 0.0001 -
4.8902 61250 0.0001 -
4.8942 61300 0.0247 -
4.8982 61350 0.0245 -
4.9022 61400 0.0001 -
4.9062 61450 0.0001 -
4.9102 61500 0.0249 -
4.9142 61550 0.2375 -
4.9182 61600 0.0001 -
4.9222 61650 0.0001 -
4.9261 61700 0.0002 -
4.9301 61750 0.0001 -
4.9341 61800 0.0494 -
4.9381 61850 0.0001 -
4.9421 61900 0.0001 -
4.9461 61950 0.0001 -
4.9501 62000 0.0001 -
4.9541 62050 0.0001 -
4.9581 62100 0.024 -
4.9621 62150 0.0001 -
4.9661 62200 0.0001 -
4.9701 62250 0.0001 -
4.9741 62300 0.0002 -
4.9780 62350 0.0001 -
4.9820 62400 0.0502 -
4.9860 62450 0.0244 -
4.9900 62500 0.0001 -
4.9940 62550 0.0001 -
4.9980 62600 0.0001 -
5.0 62625 - 0.1298
5.0020 62650 0.025 -
5.0060 62700 0.0001 -
5.0100 62750 0.0244 -
5.0140 62800 0.0001 -
5.0180 62850 0.0001 -
5.0220 62900 0.0001 -
5.0259 62950 0.0001 -
5.0299 63000 0.0001 -
5.0339 63050 0.0002 -
5.0379 63100 0.0001 -
5.0419 63150 0.0001 -
5.0459 63200 0.0001 -
5.0499 63250 0.0001 -
5.0539 63300 0.0001 -
5.0579 63350 0.0001 -
5.0619 63400 0.0001 -
5.0659 63450 0.0249 -
5.0699 63500 0.0001 -
5.0739 63550 0.0001 -
5.0778 63600 0.0002 -
5.0818 63650 0.0001 -
5.0858 63700 0.0001 -
5.0898 63750 0.0001 -
5.0938 63800 0.0001 -
5.0978 63850 0.0001 -
5.1018 63900 0.0001 -
5.1058 63950 0.0001 -
5.1098 64000 0.0001 -
5.1138 64050 0.0001 -
5.1178 64100 0.0001 -
5.1218 64150 0.0001 -
5.1257 64200 0.0001 -
5.1297 64250 0.0001 -
5.1337 64300 0.0002 -
5.1377 64350 0.0001 -
5.1417 64400 0.0001 -
5.1457 64450 0.0002 -
5.1497 64500 0.0001 -
5.1537 64550 0.0001 -
5.1577 64600 0.0001 -
5.1617 64650 0.0003 -
5.1657 64700 0.0001 -
5.1697 64750 0.0001 -
5.1737 64800 0.0001 -
5.1776 64850 0.0243 -
5.1816 64900 0.0001 -
5.1856 64950 0.0003 -
5.1896 65000 0.0001 -
5.1936 65050 0.0001 -
5.1976 65100 0.0001 -
5.2016 65150 0.0001 -
5.2056 65200 0.0245 -
5.2096 65250 0.0001 -
5.2136 65300 0.0001 -
5.2176 65350 0.0001 -
5.2216 65400 0.0001 -
5.2255 65450 0.0001 -
5.2295 65500 0.0002 -
5.2335 65550 0.0248 -
5.2375 65600 0.0243 -
5.2415 65650 0.0001 -
5.2455 65700 0.0002 -
5.2495 65750 0.0001 -
5.2535 65800 0.0001 -
5.2575 65850 0.0 -
5.2615 65900 0.0001 -
5.2655 65950 0.0245 -
5.2695 66000 0.0001 -
5.2735 66050 0.0001 -
5.2774 66100 0.0001 -
5.2814 66150 0.0244 -
5.2854 66200 0.0001 -
5.2894 66250 0.0001 -
5.2934 66300 0.0001 -
5.2974 66350 0.0001 -
5.3014 66400 0.0247 -
5.3054 66450 0.0244 -
5.3094 66500 0.0001 -
5.3134 66550 0.0248 -
5.3174 66600 0.0001 -
5.3214 66650 0.0003 -
5.3253 66700 0.0001 -
5.3293 66750 0.0001 -
5.3333 66800 0.0249 -
5.3373 66850 0.0244 -
5.3413 66900 0.0001 -
5.3453 66950 0.0246 -
5.3493 67000 0.0 -
5.3533 67050 0.0001 -
5.3573 67100 0.0001 -
5.3613 67150 0.0001 -
5.3653 67200 0.0001 -
5.3693 67250 0.0494 -
5.3733 67300 0.0001 -
5.3772 67350 0.0001 -
5.3812 67400 0.0001 -
5.3852 67450 0.0001 -
5.3892 67500 0.0001 -
5.3932 67550 0.0001 -
5.3972 67600 0.0001 -
5.4012 67650 0.0001 -
5.4052 67700 0.0001 -
5.4092 67750 0.0001 -
5.4132 67800 0.0001 -
5.4172 67850 0.0001 -
5.4212 67900 0.0 -
5.4251 67950 0.0 -
5.4291 68000 0.0001 -
5.4331 68050 0.0001 -
5.4371 68100 0.0001 -
5.4411 68150 0.0001 -
5.4451 68200 0.0002 -
5.4491 68250 0.0001 -
5.4531 68300 0.0001 -
5.4571 68350 0.0001 -
5.4611 68400 0.0001 -
5.4651 68450 0.0245 -
5.4691 68500 0.0001 -
5.4731 68550 0.0001 -
5.4770 68600 0.0245 -
5.4810 68650 0.0001 -
5.4850 68700 0.0001 -
5.4890 68750 0.0001 -
5.4930 68800 0.0246 -
5.4970 68850 0.0 -
5.5010 68900 0.0001 -
5.5050 68950 0.0001 -
5.5090 69000 0.0001 -
5.5130 69050 0.0001 -
5.5170 69100 0.0001 -
5.5210 69150 0.0001 -
5.5250 69200 0.0001 -
5.5289 69250 0.0001 -
5.5329 69300 0.0001 -
5.5369 69350 0.0 -
5.5409 69400 0.0001 -
5.5449 69450 0.0001 -
5.5489 69500 0.0249 -
5.5529 69550 0.0 -
5.5569 69600 0.0001 -
5.5609 69650 0.0001 -
5.5649 69700 0.0016 -
5.5689 69750 0.0001 -
5.5729 69800 0.0 -
5.5768 69850 0.0 -
5.5808 69900 0.0 -
5.5848 69950 0.0 -
5.5888 70000 0.0 -
5.5928 70050 0.0001 -
5.5968 70100 0.0001 -
5.6008 70150 0.0001 -
5.6048 70200 0.0001 -
5.6088 70250 0.0001 -
5.6128 70300 0.0 -
5.6168 70350 0.0 -
5.6208 70400 0.0043 -
5.6248 70450 0.0151 -
5.6287 70500 0.0 -
5.6327 70550 0.0 -
5.6367 70600 0.0 -
5.6407 70650 0.0033 -
5.6447 70700 0.0274 -
5.6487 70750 0.0031 -
5.6527 70800 0.0248 -
5.6567 70850 0.0 -
5.6607 70900 0.0245 -
5.6647 70950 0.0248 -
5.6687 71000 0.0 -
5.6727 71050 0.0001 -
5.6766 71100 0.0001 -
5.6806 71150 0.0001 -
5.6846 71200 0.0001 -
5.6886 71250 0.0002 -
5.6926 71300 0.0 -
5.6966 71350 0.0001 -
5.7006 71400 0.0001 -
5.7046 71450 0.0001 -
5.7086 71500 0.0001 -
5.7126 71550 0.0001 -
5.7166 71600 0.0247 -
5.7206 71650 0.0001 -
5.7246 71700 0.0001 -
5.7285 71750 0.0001 -
5.7325 71800 0.0001 -
5.7365 71850 0.0001 -
5.7405 71900 0.0245 -
5.7445 71950 0.0001 -
5.7485 72000 0.0247 -
5.7525 72050 0.0001 -
5.7565 72100 0.0 -
5.7605 72150 0.0001 -
5.7645 72200 0.05 -
5.7685 72250 0.0001 -
5.7725 72300 0.0247 -
5.7764 72350 0.0002 -
5.7804 72400 0.0244 -
5.7844 72450 0.0 -
5.7884 72500 0.0001 -
5.7924 72550 0.0001 -
5.7964 72600 0.0 -
5.8004 72650 0.0001 -
5.8044 72700 0.0001 -
5.8084 72750 0.0001 -
5.8124 72800 0.0 -
5.8164 72850 0.0001 -
5.8204 72900 0.0001 -
5.8244 72950 0.025 -
5.8283 73000 0.0001 -
5.8323 73050 0.0 -
5.8363 73100 0.0247 -
5.8403 73150 0.0 -
5.8443 73200 0.0 -
5.8483 73250 0.0001 -
5.8523 73300 0.0 -
5.8563 73350 0.0 -
5.8603 73400 0.0001 -
5.8643 73450 0.0001 -
5.8683 73500 0.0 -
5.8723 73550 0.0248 -
5.8762 73600 0.0001 -
5.8802 73650 0.0001 -
5.8842 73700 0.0001 -
5.8882 73750 0.0001 -
5.8922 73800 0.0248 -
5.8962 73850 0.0001 -
5.9002 73900 0.0001 -
5.9042 73950 0.0001 -
5.9082 74000 0.0247 -
5.9122 74050 0.0246 -
5.9162 74100 0.0001 -
5.9202 74150 0.0001 -
5.9242 74200 0.0 -
5.9281 74250 0.0001 -
5.9321 74300 0.0 -
5.9361 74350 0.0 -
5.9401 74400 0.0 -
5.9441 74450 0.0001 -
5.9481 74500 0.0249 -
5.9521 74550 0.0 -
5.9561 74600 0.0002 -
5.9601 74650 0.0001 -
5.9641 74700 0.0001 -
5.9681 74750 0.0 -
5.9721 74800 0.0 -
5.9760 74850 0.0246 -
5.9800 74900 0.0001 -
5.9840 74950 0.0 -
5.9880 75000 0.0001 -
5.9920 75050 0.0 -
5.9960 75100 0.0001 -
6.0 75150 0.0001 0.0594
6.0040 75200 0.0001 -
6.0080 75250 0.0497 -
6.0120 75300 0.0248 -
6.0160 75350 0.0495 -
6.0200 75400 0.0 -
6.0240 75450 0.0001 -
6.0279 75500 0.0001 -
6.0319 75550 0.0001 -
6.0359 75600 0.0252 -
6.0399 75650 0.0001 -
6.0439 75700 0.0001 -
6.0479 75750 0.0001 -
6.0519 75800 0.0741 -
6.0559 75850 0.0 -
6.0599 75900 0.0 -
6.0639 75950 0.0001 -
6.0679 76000 0.0001 -
6.0719 76050 0.0 -
6.0758 76100 0.0001 -
6.0798 76150 0.0001 -
6.0838 76200 0.0247 -
6.0878 76250 0.0001 -
6.0918 76300 0.0001 -
6.0958 76350 0.0244 -
6.0998 76400 0.0 -
6.1038 76450 0.0001 -
6.1078 76500 0.0001 -
6.1118 76550 0.0001 -
6.1158 76600 0.0 -
6.1198 76650 0.0001 -
6.1238 76700 0.0 -
6.1277 76750 0.0245 -
6.1317 76800 0.0001 -
6.1357 76850 0.0001 -
6.1397 76900 0.0001 -
6.1437 76950 0.0001 -
6.1477 77000 0.0 -
6.1517 77050 0.0001 -
6.1557 77100 0.0001 -
6.1597 77150 0.0001 -
6.1637 77200 0.0001 -
6.1677 77250 0.0 -
6.1717 77300 0.0001 -
6.1756 77350 0.0001 -
6.1796 77400 0.0245 -
6.1836 77450 0.0 -
6.1876 77500 0.0496 -
6.1916 77550 0.0246 -
6.1956 77600 0.0001 -
6.1996 77650 0.025 -
6.2036 77700 0.0001 -
6.2076 77750 0.0 -
6.2116 77800 0.0001 -
6.2156 77850 0.0001 -
6.2196 77900 0.0248 -
6.2236 77950 0.0247 -
6.2275 78000 0.0002 -
6.2315 78050 0.0001 -
6.2355 78100 0.0246 -
6.2395 78150 0.0001 -
6.2435 78200 0.0001 -
6.2475 78250 0.0001 -
6.2515 78300 0.0249 -
6.2555 78350 0.0001 -
6.2595 78400 0.0251 -
6.2635 78450 0.0 -
6.2675 78500 0.0 -
6.2715 78550 0.0001 -
6.2754 78600 0.05 -
6.2794 78650 0.0001 -
6.2834 78700 0.0001 -
6.2874 78750 0.0 -
6.2914 78800 0.0001 -
6.2954 78850 0.0001 -
6.2994 78900 0.0 -
6.3034 78950 0.0246 -
6.3074 79000 0.0245 -
6.3114 79050 0.0001 -
6.3154 79100 0.0 -
6.3194 79150 0.0 -
6.3234 79200 0.0002 -
6.3273 79250 0.0001 -
6.3313 79300 0.0001 -
6.3353 79350 0.0 -
6.3393 79400 0.0001 -
6.3433 79450 0.0249 -
6.3473 79500 0.0001 -
6.3513 79550 0.0001 -
6.3553 79600 0.0001 -
6.3593 79650 0.0001 -
6.3633 79700 0.0 -
6.3673 79750 0.0247 -
6.3713 79800 0.0243 -
6.3752 79850 0.0 -
6.3792 79900 0.0001 -
6.3832 79950 0.0001 -
6.3872 80000 0.0001 -
6.3912 80050 0.0 -
6.3952 80100 0.0001 -
6.3992 80150 0.0 -
6.4032 80200 0.0249 -
6.4072 80250 0.0247 -
6.4112 80300 0.0 -
6.4152 80350 0.0248 -
6.4192 80400 0.0001 -
6.4232 80450 0.0247 -
6.4271 80500 0.0 -
6.4311 80550 0.0 -
6.4351 80600 0.0247 -
6.4391 80650 0.0246 -
6.4431 80700 0.0001 -
6.4471 80750 0.0242 -
6.4511 80800 0.0 -
6.4551 80850 0.0001 -
6.4591 80900 0.0001 -
6.4631 80950 0.0243 -
6.4671 81000 0.0001 -
6.4711 81050 0.0001 -
6.4750 81100 0.0491 -
6.4790 81150 0.0 -
6.4830 81200 0.0001 -
6.4870 81250 0.0001 -
6.4910 81300 0.0247 -
6.4950 81350 0.0 -
6.4990 81400 0.0001 -
6.5030 81450 0.0001 -
6.5070 81500 0.0001 -
6.5110 81550 0.0001 -
6.5150 81600 0.0001 -
6.5190 81650 0.0246 -
6.5230 81700 0.0246 -
6.5269 81750 0.0001 -
6.5309 81800 0.0001 -
6.5349 81850 0.0 -
6.5389 81900 0.0 -
6.5429 81950 0.0247 -
6.5469 82000 0.0248 -
6.5509 82050 0.0001 -
6.5549 82100 0.0 -
6.5589 82150 0.0001 -
6.5629 82200 0.0001 -
6.5669 82250 0.0001 -
6.5709 82300 0.0 -
6.5749 82350 0.0001 -
6.5788 82400 0.0001 -
6.5828 82450 0.0 -
6.5868 82500 0.0001 -
6.5908 82550 0.0001 -
6.5948 82600 0.0001 -
6.5988 82650 0.0001 -
6.6028 82700 0.0001 -
6.6068 82750 0.0001 -
6.6108 82800 0.0 -
6.6148 82850 0.0 -
6.6188 82900 0.0001 -
6.6228 82950 0.0244 -
6.6267 83000 0.0001 -
6.6307 83050 0.0247 -
6.6347 83100 0.0 -
6.6387 83150 0.0001 -
6.6427 83200 0.0246 -
6.6467 83250 0.0001 -
6.6507 83300 0.0001 -
6.6547 83350 0.0 -
6.6587 83400 0.0 -
6.6627 83450 0.0 -
6.6667 83500 0.0 -
6.6707 83550 0.0 -
6.6747 83600 0.0001 -
6.6786 83650 0.0001 -
6.6826 83700 0.0 -
6.6866 83750 0.0001 -
6.6906 83800 0.0 -
6.6946 83850 0.0001 -
6.6986 83900 0.0001 -
6.7026 83950 0.0001 -
6.7066 84000 0.025 -
6.7106 84050 0.0001 -
6.7146 84100 0.0 -
6.7186 84150 0.0 -
6.7226 84200 0.0 -
6.7265 84250 0.0001 -
6.7305 84300 0.0246 -
6.7345 84350 0.0001 -
6.7385 84400 0.0251 -
6.7425 84450 0.0 -
6.7465 84500 0.0 -
6.7505 84550 0.0001 -
6.7545 84600 0.0 -
6.7585 84650 0.0248 -
6.7625 84700 0.0 -
6.7665 84750 0.0001 -
6.7705 84800 0.0 -
6.7745 84850 0.0247 -
6.7784 84900 0.0 -
6.7824 84950 0.0001 -
6.7864 85000 0.0 -
6.7904 85050 0.0 -
6.7944 85100 0.0 -
6.7984 85150 0.0002 -
6.8024 85200 0.0 -
6.8064 85250 0.0001 -
6.8104 85300 0.0001 -
6.8144 85350 0.0 -
6.8184 85400 0.0001 -
6.8224 85450 0.0001 -
6.8263 85500 0.0 -
6.8303 85550 0.0001 -
6.8343 85600 0.0 -
6.8383 85650 0.0 -
6.8423 85700 0.0 -
6.8463 85750 0.0248 -
6.8503 85800 0.0 -
6.8543 85850 0.0001 -
6.8583 85900 0.0 -
6.8623 85950 0.0 -
6.8663 86000 0.0001 -
6.8703 86050 0.0 -
6.8743 86100 0.0001 -
6.8782 86150 0.0001 -
6.8822 86200 0.0 -
6.8862 86250 0.0 -
6.8902 86300 0.0 -
6.8942 86350 0.0 -
6.8982 86400 0.0 -
6.9022 86450 0.0001 -
6.9062 86500 0.0 -
6.9102 86550 0.0 -
6.9142 86600 0.0 -
6.9182 86650 0.0 -
6.9222 86700 0.0 -
6.9261 86750 0.0001 -
6.9301 86800 0.0246 -
6.9341 86850 0.025 -
6.9381 86900 0.0001 -
6.9421 86950 0.0 -
6.9461 87000 0.0 -
6.9501 87050 0.0 -
6.9541 87100 0.0001 -
6.9581 87150 0.0001 -
6.9621 87200 0.0 -
6.9661 87250 0.0 -
6.9701 87300 0.0001 -
6.9741 87350 0.0081 -
6.9780 87400 0.0 -
6.9820 87450 0.0469 -
6.9860 87500 0.0 -
6.9900 87550 0.0 -
6.9940 87600 0.0 -
6.9980 87650 0.0 -
7.0 87675 - 0.039
7.0020 87700 0.0248 -
7.0060 87750 0.0246 -
7.0100 87800 0.0 -
7.0140 87850 0.0001 -
7.0180 87900 0.0001 -
7.0220 87950 0.0 -
7.0259 88000 0.0 -
7.0299 88050 0.0001 -
7.0339 88100 0.0001 -
7.0379 88150 0.0 -
7.0419 88200 0.0034 -
7.0459 88250 0.0001 -
7.0499 88300 0.004 -
7.0539 88350 0.0 -
7.0579 88400 0.0 -
7.0619 88450 0.0001 -
7.0659 88500 0.0249 -
7.0699 88550 0.0 -
7.0739 88600 0.0 -
7.0778 88650 0.0001 -
7.0818 88700 0.0 -
7.0858 88750 0.0 -
7.0898 88800 0.0 -
7.0938 88850 0.0 -
7.0978 88900 0.0 -
7.1018 88950 0.0 -
7.1058 89000 0.0 -
7.1098 89050 0.0 -
7.1138 89100 0.0 -
7.1178 89150 0.0 -
7.1218 89200 0.0001 -
7.1257 89250 0.0024 -
7.1297 89300 0.0 -
7.1337 89350 0.0001 -
7.1377 89400 0.0 -
7.1417 89450 0.0 -
7.1457 89500 0.0001 -
7.1497 89550 0.0 -
7.1537 89600 0.0 -
7.1577 89650 0.0 -
7.1617 89700 0.0001 -
7.1657 89750 0.0001 -
7.1697 89800 0.0 -
7.1737 89850 0.0 -
7.1776 89900 0.0135 -
7.1816 89950 0.0001 -
7.1856 90000 0.0043 -
7.1896 90050 0.0072 -
7.1936 90100 0.0 -
7.1976 90150 0.0 -
7.2016 90200 0.0 -
7.2056 90250 0.0247 -
7.2096 90300 0.0 -
7.2136 90350 0.0 -
7.2176 90400 0.0 -
7.2216 90450 0.0 -
7.2255 90500 0.0001 -
7.2295 90550 0.0 -
7.2335 90600 0.0363 -
7.2375 90650 0.0 -
7.2415 90700 0.0 -
7.2455 90750 0.0 -
7.2495 90800 0.0 -
7.2535 90850 0.0 -
7.2575 90900 0.0 -
7.2615 90950 0.0138 -
7.2655 91000 0.0 -
7.2695 91050 0.0 -
7.2735 91100 0.0 -
7.2774 91150 0.0 -
7.2814 91200 0.0252 -
7.2854 91250 0.0 -
7.2894 91300 0.0 -
7.2934 91350 0.0 -
7.2974 91400 0.0105 -
7.3014 91450 0.0244 -
7.3054 91500 0.0 -
7.3094 91550 0.0 -
7.3134 91600 0.0247 -
7.3174 91650 0.0 -
7.3214 91700 0.0001 -
7.3253 91750 0.0 -
7.3293 91800 0.0 -
7.3333 91850 0.0189 -
7.3373 91900 0.0 -
7.3413 91950 0.0246 -
7.3453 92000 0.0 -
7.3493 92050 0.0 -
7.3533 92100 0.0 -
7.3573 92150 0.0 -
7.3613 92200 0.0 -
7.3653 92250 0.0247 -
7.3693 92300 0.0122 -
7.3733 92350 0.0 -
7.3772 92400 0.0 -
7.3812 92450 0.0022 -
7.3852 92500 0.0 -
7.3892 92550 0.0001 -
7.3932 92600 0.0 -
7.3972 92650 0.0 -
7.4012 92700 0.0 -
7.4052 92750 0.0032 -
7.4092 92800 0.0001 -
7.4132 92850 0.0037 -
7.4172 92900 0.0001 -
7.4212 92950 0.0028 -
7.4251 93000 0.0001 -
7.4291 93050 0.0 -
7.4331 93100 0.0039 -
7.4371 93150 0.0036 -
7.4411 93200 0.0 -
7.4451 93250 0.0 -
7.4491 93300 0.0 -
7.4531 93350 0.0 -
7.4571 93400 0.0001 -
7.4611 93450 0.0091 -
7.4651 93500 0.0 -
7.4691 93550 0.0 -
7.4731 93600 0.0275 -
7.4770 93650 0.0 -
7.4810 93700 0.0 -
7.4850 93750 0.0035 -
7.4890 93800 0.0246 -
7.4930 93850 0.0025 -
7.4970 93900 0.0 -
7.5010 93950 0.0 -
7.5050 94000 0.0 -
7.5090 94050 0.0 -
7.5130 94100 0.0 -
7.5170 94150 0.0 -
7.5210 94200 0.0023 -
7.5250 94250 0.0 -
7.5289 94300 0.0 -
7.5329 94350 0.0 -
7.5369 94400 0.0 -
7.5409 94450 0.0027 -
7.5449 94500 0.0028 -
7.5489 94550 0.0247 -
7.5529 94600 0.0 -
7.5569 94650 0.0 -
7.5609 94700 0.0 -
7.5649 94750 0.0036 -
7.5689 94800 0.0 -
7.5729 94850 0.0 -
7.5768 94900 0.0 -
7.5808 94950 0.0 -
7.5848 95000 0.0 -
7.5888 95050 0.0 -
7.5928 95100 0.0001 -
7.5968 95150 0.0 -
7.6008 95200 0.0 -
7.6048 95250 0.0001 -
7.6088 95300 0.0 -
7.6128 95350 0.0 -
7.6168 95400 0.0028 -
7.6208 95450 0.0119 -
7.6248 95500 0.0028 -
7.6287 95550 0.0 -
7.6327 95600 0.0001 -
7.6367 95650 0.0 -
7.6407 95700 0.0318 -
7.6447 95750 0.0037 -
7.6487 95800 0.0035 -
7.6527 95850 0.0089 -
7.6567 95900 0.0 -
7.6607 95950 0.006 -
7.6647 96000 0.0 -
7.6687 96050 0.0 -
7.6727 96100 0.0 -
7.6766 96150 0.0 -
7.6806 96200 0.0 -
7.6846 96250 0.0 -
7.6886 96300 0.0105 -
7.6926 96350 0.0 -
7.6966 96400 0.0 -
7.7006 96450 0.0 -
7.7046 96500 0.0 -
7.7086 96550 0.0 -
7.7126 96600 0.0 -
7.7166 96650 0.0024 -
7.7206 96700 0.0001 -
7.7246 96750 0.0 -
7.7285 96800 0.0123 -
7.7325 96850 0.0 -
7.7365 96900 0.0031 -
7.7405 96950 0.0 -
7.7445 97000 0.0025 -
7.7485 97050 0.0 -
7.7525 97100 0.0 -
7.7565 97150 0.0 -
7.7605 97200 0.0022 -
7.7645 97250 0.0251 -
7.7685 97300 0.002 -
7.7725 97350 0.0118 -
7.7764 97400 0.0019 -
7.7804 97450 0.0001 -
7.7844 97500 0.0123 -
7.7884 97550 0.0 -
7.7924 97600 0.0 -
7.7964 97650 0.0 -
7.8004 97700 0.0097 -
7.8044 97750 0.0 -
7.8084 97800 0.0 -
7.8124 97850 0.0 -
7.8164 97900 0.0001 -
7.8204 97950 0.0001 -
7.8244 98000 0.0251 -
7.8283 98050 0.0 -
7.8323 98100 0.009 -
7.8363 98150 0.0246 -
7.8403 98200 0.0 -
7.8443 98250 0.0 -
7.8483 98300 0.0 -
7.8523 98350 0.0 -
7.8563 98400 0.0 -
7.8603 98450 0.0001 -
7.8643 98500 0.0 -
7.8683 98550 0.0018 -
7.8723 98600 0.0 -
7.8762 98650 0.0001 -
7.8802 98700 0.0 -
7.8842 98750 0.0 -
7.8882 98800 0.0024 -
7.8922 98850 0.0 -
7.8962 98900 0.0 -
7.9002 98950 0.0 -
7.9042 99000 0.0027 -
7.9082 99050 0.0027 -
7.9122 99100 0.0 -
7.9162 99150 0.0 -
7.9202 99200 0.0 -
7.9242 99250 0.0 -
7.9281 99300 0.0138 -
7.9321 99350 0.0 -
7.9361 99400 0.0 -
7.9401 99450 0.0 -
7.9441 99500 0.0001 -
7.9481 99550 0.0019 -
7.9521 99600 0.0 -
7.9561 99650 0.0 -
7.9601 99700 0.0001 -
7.9641 99750 0.0 -
7.9681 99800 0.0 -
7.9721 99850 0.0016 -
7.9760 99900 0.0001 -
7.9800 99950 0.0265 -
7.9840 100000 0.0 -
7.9880 100050 0.0 -
7.9920 100100 0.0 -
7.9960 100150 0.0127 -
8.0 100200 0.0001 0.0405
8.0040 100250 0.0247 -
8.0080 100300 0.025 -
8.0120 100350 0.0 -
8.0160 100400 0.0072 -
8.0200 100450 0.0 -
8.0240 100500 0.0 -
8.0279 100550 0.0 -
8.0319 100600 0.0 -
8.0359 100650 0.0251 -
8.0399 100700 0.0 -
8.0439 100750 0.0 -
8.0479 100800 0.0042 -
8.0519 100850 0.0036 -
8.0559 100900 0.0 -
8.0599 100950 0.0 -
8.0639 101000 0.0 -
8.0679 101050 0.0001 -
8.0719 101100 0.0 -
8.0758 101150 0.0 -
8.0798 101200 0.0116 -
8.0838 101250 0.0027 -
8.0878 101300 0.0 -
8.0918 101350 0.0 -
8.0958 101400 0.0032 -
8.0998 101450 0.0 -
8.1038 101500 0.0 -
8.1078 101550 0.0 -
8.1118 101600 0.0097 -
8.1158 101650 0.0 -
8.1198 101700 0.0105 -
8.1238 101750 0.0 -
8.1277 101800 0.0026 -
8.1317 101850 0.0 -
8.1357 101900 0.0 -
8.1397 101950 0.0 -
8.1437 102000 0.0 -
8.1477 102050 0.0 -
8.1517 102100 0.0 -
8.1557 102150 0.0 -
8.1597 102200 0.0 -
8.1637 102250 0.0 -
8.1677 102300 0.0 -
8.1717 102350 0.0 -
8.1756 102400 0.0028 -
8.1796 102450 0.0 -
8.1836 102500 0.0037 -
8.1876 102550 0.0065 -
8.1916 102600 0.0 -
8.1956 102650 0.0001 -
8.1996 102700 0.0251 -
8.2036 102750 0.0 -
8.2076 102800 0.0 -
8.2116 102850 0.0 -
8.2156 102900 0.0 -
8.2196 102950 0.0023 -
8.2236 103000 0.0023 -
8.2275 103050 0.0 -
8.2315 103100 0.0246 -
8.2355 103150 0.0 -
8.2395 103200 0.0 -
8.2435 103250 0.0 -
8.2475 103300 0.0 -
8.2515 103350 0.0253 -
8.2555 103400 0.0 -
8.2595 103450 0.0148 -
8.2635 103500 0.0 -
8.2675 103550 0.0 -
8.2715 103600 0.0001 -
8.2754 103650 0.0271 -
8.2794 103700 0.0 -
8.2834 103750 0.0 -
8.2874 103800 0.0 -
8.2914 103850 0.0 -
8.2954 103900 0.0108 -
8.2994 103950 0.0245 -
8.3034 104000 0.0 -
8.3074 104050 0.0248 -
8.3114 104100 0.0 -
8.3154 104150 0.0 -
8.3194 104200 0.0 -
8.3234 104250 0.0001 -
8.3273 104300 0.0 -
8.3313 104350 0.0098 -
8.3353 104400 0.0 -
8.3393 104450 0.0247 -
8.3433 104500 0.0001 -
8.3473 104550 0.0 -
8.3513 104600 0.0 -
8.3553 104650 0.0001 -
8.3593 104700 0.0 -
8.3633 104750 0.0247 -
8.3673 104800 0.0 -
8.3713 104850 0.0001 -
8.3752 104900 0.0001 -
8.3792 104950 0.0 -
8.3832 105000 0.0 -
8.3872 105050 0.0 -
8.3912 105100 0.0 -
8.3952 105150 0.0 -
8.3992 105200 0.0001 -
8.4032 105250 0.0 -
8.4072 105300 0.0001 -
8.4112 105350 0.0001 -
8.4152 105400 0.0 -
8.4192 105450 0.0 -
8.4232 105500 0.025 -
8.4271 105550 0.0 -
8.4311 105600 0.0 -
8.4351 105650 0.0 -
8.4391 105700 0.0 -
8.4431 105750 0.0001 -
8.4471 105800 0.0 -
8.4511 105850 0.0 -
8.4551 105900 0.0001 -
8.4591 105950 0.0246 -
8.4631 106000 0.0 -
8.4671 106050 0.0 -
8.4711 106100 0.0246 -
8.4750 106150 0.0001 -
8.4790 106200 0.0 -
8.4830 106250 0.0 -
8.4870 106300 0.0246 -
8.4910 106350 0.0 -
8.4950 106400 0.0 -
8.4990 106450 0.0001 -
8.5030 106500 0.0001 -
8.5070 106550 0.0 -
8.5110 106600 0.0 -
8.5150 106650 0.0001 -
8.5190 106700 0.0 -
8.5230 106750 0.0 -
8.5269 106800 0.0 -
8.5309 106850 0.0001 -
8.5349 106900 0.0 -
8.5389 106950 0.0 -
8.5429 107000 0.0001 -
8.5469 107050 0.0 -
8.5509 107100 0.0 -
8.5549 107150 0.0 -
8.5589 107200 0.0 -
8.5629 107250 0.0001 -
8.5669 107300 0.0 -
8.5709 107350 0.0 -
8.5749 107400 0.0001 -
8.5788 107450 0.0251 -
8.5828 107500 0.0 -
8.5868 107550 0.0 -
8.5908 107600 0.0001 -
8.5948 107650 0.0 -
8.5988 107700 0.0 -
8.6028 107750 0.0 -
8.6068 107800 0.0001 -
8.6108 107850 0.0 -
8.6148 107900 0.0 -
8.6188 107950 0.0245 -
8.6228 108000 0.0 -
8.6267 108050 0.0 -
8.6307 108100 0.0249 -
8.6347 108150 0.0 -
8.6387 108200 0.0246 -
8.6427 108250 0.0 -
8.6467 108300 0.0001 -
8.6507 108350 0.0001 -
8.6547 108400 0.0001 -
8.6587 108450 0.0 -
8.6627 108500 0.0 -
8.6667 108550 0.0 -
8.6707 108600 0.0 -
8.6747 108650 0.0 -
8.6786 108700 0.0 -
8.6826 108750 0.0 -
8.6866 108800 0.0001 -
8.6906 108850 0.0 -
8.6946 108900 0.0 -
8.6986 108950 0.0 -
8.7026 109000 0.0 -
8.7066 109050 0.0248 -
8.7106 109100 0.0001 -
8.7146 109150 0.0 -
8.7186 109200 0.0 -
8.7226 109250 0.0 -
8.7265 109300 0.0246 -
8.7305 109350 0.0001 -
8.7345 109400 0.0 -
8.7385 109450 0.025 -
8.7425 109500 0.0 -
8.7465 109550 0.0 -
8.7505 109600 0.0 -
8.7545 109650 0.0 -
8.7585 109700 0.025 -
8.7625 109750 0.0001 -
8.7665 109800 0.0001 -
8.7705 109850 0.0248 -
8.7745 109900 0.0001 -
8.7784 109950 0.0 -
8.7824 110000 0.0 -
8.7864 110050 0.0 -
8.7904 110100 0.0 -
8.7944 110150 0.0 -
8.7984 110200 0.0001 -
8.8024 110250 0.0 -
8.8064 110300 0.0 -
8.8104 110350 0.0 -
8.8144 110400 0.0 -
8.8184 110450 0.0001 -
8.8224 110500 0.0001 -
8.8263 110550 0.0 -
8.8303 110600 0.0001 -
8.8343 110650 0.0 -
8.8383 110700 0.0 -
8.8423 110750 0.0 -
8.8463 110800 0.0247 -
8.8503 110850 0.0 -
8.8543 110900 0.0 -
8.8583 110950 0.0 -
8.8623 111000 0.0 -
8.8663 111050 0.0001 -
8.8703 111100 0.0 -
8.8743 111150 0.0001 -
8.8782 111200 0.0001 -
8.8822 111250 0.0 -
8.8862 111300 0.0 -
8.8902 111350 0.0001 -
8.8942 111400 0.0 -
8.8982 111450 0.0 -
8.9022 111500 0.0 -
8.9062 111550 0.0 -
8.9102 111600 0.0 -
8.9142 111650 0.0 -
8.9182 111700 0.0 -
8.9222 111750 0.0 -
8.9261 111800 0.0247 -
8.9301 111850 0.0 -
8.9341 111900 0.0248 -
8.9381 111950 0.0 -
8.9421 112000 0.0 -
8.9461 112050 0.0 -
8.9501 112100 0.0 -
8.9541 112150 0.0 -
8.9581 112200 0.0 -
8.9621 112250 0.0001 -
8.9661 112300 0.0 -
8.9701 112350 0.0001 -
8.9741 112400 0.0001 -
8.9780 112450 0.0247 -
8.9820 112500 0.0496 -
8.9860 112550 0.0 -
8.9900 112600 0.0001 -
8.9940 112650 0.0 -
8.9980 112700 0.0 -
9.0 112725 - 0.0579
9.0020 112750 0.0493 -
9.0060 112800 0.0 -
9.0100 112850 0.0001 -
9.0140 112900 0.0001 -
9.0180 112950 0.0 -
9.0220 113000 0.0 -
9.0259 113050 0.0 -
9.0299 113100 0.0 -
9.0339 113150 0.0001 -
9.0379 113200 0.0 -
9.0419 113250 0.0 -
9.0459 113300 0.0 -
9.0499 113350 0.0 -
9.0539 113400 0.0 -
9.0579 113450 0.0 -
9.0619 113500 0.0 -
9.0659 113550 0.0246 -
9.0699 113600 0.0 -
9.0739 113650 0.0 -
9.0778 113700 0.0001 -
9.0818 113750 0.0001 -
9.0858 113800 0.0 -
9.0898 113850 0.0001 -
9.0938 113900 0.0 -
9.0978 113950 0.0 -
9.1018 114000 0.0 -
9.1058 114050 0.0 -
9.1098 114100 0.0 -
9.1138 114150 0.0 -
9.1178 114200 0.0 -
9.1218 114250 0.0 -
9.1257 114300 0.0001 -
9.1297 114350 0.0 -
9.1337 114400 0.0001 -
9.1377 114450 0.0 -
9.1417 114500 0.0 -
9.1457 114550 0.0001 -
9.1497 114600 0.0 -
9.1537 114650 0.0 -
9.1577 114700 0.0 -
9.1617 114750 0.0001 -
9.1657 114800 0.0 -
9.1697 114850 0.0 -
9.1737 114900 0.0 -
9.1776 114950 0.0247 -
9.1816 115000 0.0001 -
9.1856 115050 0.0001 -
9.1896 115100 0.0001 -
9.1936 115150 0.0 -
9.1976 115200 0.0 -
9.2016 115250 0.0 -
9.2056 115300 0.0247 -
9.2096 115350 0.0 -
9.2136 115400 0.0 -
9.2176 115450 0.0 -
9.2216 115500 0.0 -
9.2255 115550 0.0 -
9.2295 115600 0.0245 -
9.2335 115650 0.0248 -
9.2375 115700 0.0 -
9.2415 115750 0.0001 -
9.2455 115800 0.0 -
9.2495 115850 0.0 -
9.2535 115900 0.0 -
9.2575 115950 0.0246 -
9.2615 116000 0.0 -
9.2655 116050 0.0 -
9.2695 116100 0.0 -
9.2735 116150 0.0 -
9.2774 116200 0.0 -
9.2814 116250 0.0246 -
9.2854 116300 0.0 -
9.2894 116350 0.0 -
9.2934 116400 0.0247 -
9.2974 116450 0.0245 -
9.3014 116500 0.0 -
9.3054 116550 0.0 -
9.3094 116600 0.0 -
9.3134 116650 0.0244 -
9.3174 116700 0.0001 -
9.3214 116750 0.0 -
9.3253 116800 0.0001 -
9.3293 116850 0.0232 -
9.3333 116900 0.0192 -
9.3373 116950 0.0246 -
9.3413 117000 0.0 -
9.3453 117050 0.0005 -
9.3493 117100 0.0007 -
9.3533 117150 0.0002 -
9.3573 117200 0.0001 -
9.3613 117250 0.0244 -
9.3653 117300 0.0002 -
9.3693 117350 0.0188 -
9.3733 117400 0.0001 -
9.3772 117450 0.0003 -
9.3812 117500 0.001 -
9.3852 117550 0.0 -
9.3892 117600 0.0001 -
9.3932 117650 0.0001 -
9.3972 117700 0.0003 -
9.4012 117750 0.0029 -
9.4052 117800 0.0003 -
9.4092 117850 0.0026 -
9.4132 117900 0.0019 -
9.4172 117950 0.0002 -
9.4212 118000 0.0007 -
9.4251 118050 0.0 -
9.4291 118100 0.0019 -
9.4331 118150 0.004 -
9.4371 118200 0.001 -
9.4411 118250 0.0016 -
9.4451 118300 0.0028 -
9.4491 118350 0.0001 -
9.4531 118400 0.0 -
9.4571 118450 0.0105 -
9.4611 118500 0.0013 -
9.4651 118550 0.0 -
9.4691 118600 0.0221 -
9.4731 118650 0.0001 -
9.4770 118700 0.0008 -
9.4810 118750 0.0001 -
9.4850 118800 0.0214 -
9.4890 118850 0.0001 -
9.4930 118900 0.0018 -
9.4970 118950 0.0011 -
9.5010 119000 0.0001 -
9.5050 119050 0.0009 -
9.5090 119100 0.0004 -
9.5130 119150 0.0004 -
9.5170 119200 0.0034 -
9.5210 119250 0.0016 -
9.5250 119300 0.0006 -
9.5289 119350 0.0 -
9.5329 119400 0.0001 -
9.5369 119450 0.0041 -
9.5409 119500 0.0029 -
9.5449 119550 0.0001 -
9.5489 119600 0.0189 -
9.5529 119650 0.0001 -
9.5569 119700 0.0 -
9.5609 119750 0.0 -
9.5649 119800 0.0042 -
9.5689 119850 0.0009 -
9.5729 119900 0.0 -
9.5768 119950 0.0 -
9.5808 120000 0.0 -
9.5848 120050 0.0007 -
9.5888 120100 0.0009 -
9.5928 120150 0.0006 -
9.5968 120200 0.0001 -
9.6008 120250 0.0001 -
9.6048 120300 0.0007 -
9.6088 120350 0.0001 -
9.6128 120400 0.0025 -
9.6168 120450 0.0136 -
9.6208 120500 0.0011 -
9.6248 120550 0.002 -
9.6287 120600 0.001 -
9.6327 120650 0.0008 -
9.6367 120700 0.0298 -
9.6407 120750 0.009 -
9.6447 120800 0.0042 -
9.6487 120850 0.0011 -
9.6527 120900 0.0089 -
9.6567 120950 0.0054 -
9.6607 121000 0.0019 -
9.6647 121050 0.0006 -
9.6687 121100 0.0 -
9.6727 121150 0.0 -
9.6766 121200 0.0001 -
9.6806 121250 0.0001 -
9.6846 121300 0.0 -
9.6886 121350 0.0128 -
9.6926 121400 0.0 -
9.6966 121450 0.0001 -
9.7006 121500 0.0 -
9.7046 121550 0.0007 -
9.7086 121600 0.0001 -
9.7126 121650 0.0001 -
9.7166 121700 0.0021 -
9.7206 121750 0.0001 -
9.7246 121800 0.0207 -
9.7285 121850 0.0001 -
9.7325 121900 0.0032 -
9.7365 121950 0.0008 -
9.7405 122000 0.0038 -
9.7445 122050 0.0005 -
9.7485 122100 0.0002 -
9.7525 122150 0.0005 -
9.7565 122200 0.0043 -
9.7605 122250 0.0003 -
9.7645 122300 0.021 -
9.7685 122350 0.0128 -
9.7725 122400 0.0032 -
9.7764 122450 0.0001 -
9.7804 122500 0.0 -
9.7844 122550 0.0119 -
9.7884 122600 0.0 -
9.7924 122650 0.0 -
9.7964 122700 0.0 -
9.8004 122750 0.0092 -
9.8044 122800 0.0001 -
9.8084 122850 0.0008 -
9.8124 122900 0.0009 -
9.8164 122950 0.0021 -
9.8204 123000 0.0 -
9.8244 123050 0.0174 -
9.8283 123100 0.0001 -
9.8323 123150 0.0095 -
9.8363 123200 0.0183 -
9.8403 123250 0.0001 -
9.8443 123300 0.0002 -
9.8483 123350 0.0 -
9.8523 123400 0.0004 -
9.8563 123450 0.0 -
9.8603 123500 0.0001 -
9.8643 123550 0.0028 -
9.8683 123600 0.0 -
9.8723 123650 0.0001 -
9.8762 123700 0.0 -
9.8802 123750 0.0004 -
9.8842 123800 0.0035 -
9.8882 123850 0.0001 -
9.8922 123900 0.0 -
9.8962 123950 0.0001 -
9.9002 124000 0.0038 -
9.9042 124050 0.0028 -
9.9082 124100 0.0002 -
9.9122 124150 0.0001 -
9.9162 124200 0.0 -
9.9202 124250 0.0005 -
9.9242 124300 0.016 -
9.9281 124350 0.0001 -
9.9321 124400 0.0001 -
9.9361 124450 0.0 -
9.9401 124500 0.0009 -
9.9441 124550 0.0 -
9.9481 124600 0.0015 -
9.9521 124650 0.0 -
9.9561 124700 0.0 -
9.9601 124750 0.0002 -
9.9641 124800 0.0 -
9.9681 124850 0.0028 -
9.9721 124900 0.0004 -
9.9760 124950 0.014 -
9.9800 125000 0.0138 -
9.9840 125050 0.0008 -
9.9880 125100 0.0001 -
9.9920 125150 0.0 -
9.9960 125200 0.0136 -
10.0 125250 0.0182 0.0777
  • The bold row denotes the saved checkpoint.

Framework Versions

  • Python: 3.10.14
  • SetFit: 1.0.3
  • Sentence Transformers: 3.0.1
  • Transformers: 4.39.0
  • PyTorch: 2.4.0
  • Datasets: 2.21.0
  • Tokenizers: 0.15.2

Citation

BibTeX 

@article{https://doi.org/10.48550/arxiv.2209.11055,
    doi = {10.48550/ARXIV.2209.11055},
    url = {https://arxiv.org/abs/2209.11055},
    author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
    keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {Efficient Few-Shot Learning Without Prompts},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution 4.0 International}
}
Downloads last month
6
Safetensors
Model size
109M params
Tensor type
F32
·
Inference Examples
Text Classification
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for ellarose/test-trainer-alternate

Base model

sentence-transformers/paraphrase-mpnet-base-v2
Finetuned
(246)
this model

Evaluation results

View on Papers With Code