label
class label 3
classes | uid
int64 0
393k
| loss
float64 0.01
6.09
| logits
sequencelengths 3
3
| grad_1norm
float64 0.43
17k
| grad_2norm
float64 0.01
266
| grad_infnorm
float64 0
29
| hutch_trace
float64 0
31.3
| adv_trace
float64 0
11.4
| epoch
int32 3
3
|
|---|---|---|---|---|---|---|---|---|---|
1neutral
| 0 | 2.372435 | [
1.930292964,
-0.327677995,
-2.1614599228
] | 1,644.707275 | 15.256901 | 0.82468 | 0.523909 | 0.072408 | 3 |
0entailment
| 1 | 0.071055 | [
2.1543860435,
-1.3457330465,
-0.9818429947
] | 74.072678 | 0.482558 | 0.029847 | 0.023736 | 0.003748 | 3 |
0entailment
| 2 | 0.155267 | [
1.6057050228,
-0.49605399370000003,
-1.4793280363
] | 279.991577 | 2.748678 | 0.129563 | 0.114131 | 0.041394 | 3 |
0entailment
| 3 | 0.169146 | [
1.516857028,
-0.5148460269,
-1.4171940088000001
] | 188.889252 | 2.345832 | 0.229495 | 0.074897 | 0.021914 | 3 |
1neutral
| 4 | 2.957582 | [
2.2952449322,
-0.5956040025,
-2.0112850666
] | 647.908569 | 5.544842 | 0.249532 | 0.171252 | 0.016513 | 3 |
0entailment
| 5 | 0.026519 | [
2.7975819111,
-1.7126300335,
-1.3452800512
] | 21.047169 | 0.179928 | 0.009467 | 0.008486 | 0.00177 | 3 |
1neutral
| 6 | 0.116907 | [
-2.8471500874,
2.3532290459,
0.22039000690000002
] | 198.824356 | 1.702641 | 0.115508 | 0.071945 | 0.015219 | 3 |
0entailment
| 7 | 0.076863 | [
2.2959940434,
-0.400406003,
-2.0903470516000002
] | 117.484741 | 1.316543 | 0.118726 | 0.052314 | 0.019566 | 3 |
2contradiction
| 8 | 0.112399 | [
-0.057523001000000004,
-2.0273270607,
2.2020308971
] | 235.104828 | 4.528242 | 0.490352 | 0.389085 | 0.185429 | 3 |
2contradiction
| 9 | 0.279562 | [
-2.2002289295,
0.5043359995,
1.7005870342
] | 800.391418 | 7.291252 | 0.540036 | 0.294345 | 0.066565 | 3 |
0entailment
| 10 | 0.082727 | [
2.0409650803,
-1.6174340248,
-0.7646129727000001
] | 81.241974 | 0.847626 | 0.065166 | 0.029241 | 0.010137 | 3 |
2contradiction
| 11 | 0.203843 | [
-0.9436529875,
-0.505268991,
1.4792720079000001
] | 229.843628 | 3.427186 | 0.318338 | 0.117115 | 0.025684 | 3 |
1neutral
| 12 | 1.901371 | [
-2.5850219727,
0.5583429933,
2.2903399467
] | 1,392.542725 | 10.771451 | 0.471463 | 0.336771 | 0.026239 | 3 |
1neutral
| 13 | 0.433986 | [
-1.7914969921,
0.9962869883000001,
0.2661420107
] | 562.909302 | 3.894558 | 0.16959 | 0.127279 | 0.028736 | 3 |
2contradiction
| 14 | 1.313259 | [
1.0301049948,
-1.1642240286,
0.1357599944
] | 1,239.8396 | 9.777152 | 0.73286 | 0.308926 | 0.045619 | 3 |
0entailment
| 15 | 0.027829 | [
2.7800281048,
-1.2855679989,
-1.7237869501
] | 15.758789 | 0.258503 | 0.018084 | 0.014814 | 0.006478 | 3 |
0entailment
| 16 | 0.034003 | [
2.9003560543,
-0.5716890097,
-2.7448420525
] | 22.348049 | 0.244726 | 0.012433 | 0.007523 | 0.002985 | 3 |
2contradiction
| 17 | 0.027447 | [
-1.9941179752,
-0.7881810069,
3.055464983
] | 23.635065 | 0.236167 | 0.011719 | 0.007272 | 0.002645 | 3 |
2contradiction
| 18 | 0.020018 | [
-2.1733191013,
-0.6991099715,
3.4081389904
] | 12.123055 | 0.100985 | 0.005326 | 0.003156 | 0.000601 | 3 |
1neutral
| 19 | 0.183158 | [
-2.5907599926,
1.9742619990999999,
0.316652
] | 134.396637 | 1.563897 | 0.116115 | 0.043647 | 0.007789 | 3 |
0entailment
| 20 | 0.048044 | [
2.4059779644,
-0.9196839929,
-1.9163939953
] | 51.291039 | 0.491335 | 0.037456 | 0.016107 | 0.007095 | 3 |
0entailment
| 21 | 0.049993 | [
2.4047300816,
-0.8905230165,
-1.8494579791999999
] | 67.382675 | 1.183204 | 0.108002 | 0.044286 | 0.018678 | 3 |
2contradiction
| 22 | 0.092634 | [
-2.2249529362000002,
-0.0186429992,
2.4182369709
] | 125.224083 | 1.25038 | 0.109417 | 0.037429 | 0.007865 | 3 |
0entailment
| 23 | 0.035602 | [
2.8705320358,
-0.5500320196,
-2.7705059052000003
] | 19.145197 | 0.332494 | 0.030504 | 0.018974 | 0.010572 | 3 |
0entailment
| 24 | 0.050587 | [
2.4896469116,
-1.9029409885000002,
-0.7413110137000001
] | 64.744034 | 0.88966 | 0.076404 | 0.037118 | 0.014914 | 3 |
1neutral
| 25 | 0.790519 | [
-0.4891059995,
0.1851249933,
-0.1787279993
] | 955.570862 | 6.807564 | 0.314449 | 0.2418 | 0.031028 | 3 |
2contradiction
| 26 | 0.328697 | [
-1.6474590302,
0.28123900290000003,
1.3607100248
] | 565.279053 | 5.600358 | 0.515311 | 0.184189 | 0.057674 | 3 |
1neutral
| 27 | 0.226651 | [
-1.9749170542,
1.7056740522,
0.23244200650000002
] | 243.10347 | 3.302024 | 0.33661 | 0.11865 | 0.021471 | 3 |
2contradiction
| 28 | 0.070525 | [
-1.9358079433,
-0.4029169977,
2.408894062
] | 165.631866 | 1.329334 | 0.118811 | 0.064168 | 0.015442 | 3 |
0entailment
| 29 | 0.172004 | [
1.5479539633,
-0.6087809801,
-1.0834150314
] | 181.054047 | 2.298764 | 0.16409 | 0.10194 | 0.032835 | 3 |
0entailment
| 30 | 0.118912 | [
1.7318539619000002,
-0.9675409794000001,
-1.0979460478
] | 420.035828 | 3.02139 | 0.133821 | 0.129335 | 0.085825 | 3 |
0entailment
| 31 | 0.109802 | [
1.8446199894,
-0.7544469833,
-1.3323019743
] | 260.421173 | 2.529325 | 0.206491 | 0.097829 | 0.027412 | 3 |
2contradiction
| 32 | 0.008612 | [
-1.6599949598000001,
-1.5620290041,
3.8336720467000003
] | 2.315812 | 0.016207 | 0.0009 | 0.00064 | 0.000149 | 3 |
1neutral
| 33 | 1.054308 | [
1.1814329624,
0.5850939751,
-2.3239579201
] | 930.795227 | 13.271577 | 1.465848 | 0.419028 | 0.060178 | 3 |
2contradiction
| 34 | 0.230327 | [
-2.4085099697,
0.4987899959,
1.902856946
] | 318.911194 | 2.011 | 0.11869 | 0.062281 | 0.008189 | 3 |
0entailment
| 35 | 0.039536 | [
2.4651379585,
-1.3987510204,
-1.4803370237
] | 29.635723 | 0.209908 | 0.012847 | 0.006688 | 0.001428 | 3 |
0entailment
| 36 | 0.72742 | [
0.7033789754,
-1.3809789419,
0.6471769810000001
] | 882.564331 | 8.992646 | 0.80749 | 0.372244 | 0.105244 | 3 |
2contradiction
| 37 | 1.019145 | [
-2.0929999352,
1.22734797,
0.6914049983
] | 1,076.954102 | 8.783658 | 0.587619 | 0.26603 | 0.035237 | 3 |
2contradiction
| 38 | 0.453513 | [
-1.5562349558,
0.49563199280000003,
1.1719369888
] | 605.20105 | 5.871698 | 0.366978 | 0.173379 | 0.025542 | 3 |
2contradiction
| 39 | 0.011714 | [
-2.0734820366,
-0.9727389812,
3.7555119991
] | 3.019646 | 0.034808 | 0.001714 | 0.001099 | 0.000176 | 3 |
0entailment
| 40 | 0.217775 | [
1.2889159918,
-0.6114019752000001,
-1.0778199434
] | 587.703918 | 6.792482 | 0.671057 | 0.361031 | 0.066778 | 3 |
1neutral
| 41 | 0.27338 | [
-0.5087739825,
1.1379649639,
-0.9680510163
] | 362.958618 | 2.546124 | 0.181136 | 0.084189 | 0.015742 | 3 |
0entailment
| 42 | 0.129146 | [
2.0562109947,
-0.010065999800000001,
-2.4356429577
] | 218.443832 | 1.715749 | 0.077452 | 0.072131 | 0.030474 | 3 |
1neutral
| 43 | 0.05217 | [
-1.5705590248,
2.2617199421,
-1.1835900545
] | 31.373543 | 0.36371 | 0.023273 | 0.011606 | 0.004305 | 3 |
0entailment
| 44 | 0.024058 | [
3.0371980667,
-0.8479189873,
-2.5345480442
] | 6.376496 | 0.078629 | 0.005646 | 0.002517 | 0.000431 | 3 |
0entailment
| 45 | 2.552509 | [
-1.1455349922,
0.8019769788000001,
0.4289099872
] | 1,476.577148 | 14.90638 | 1.162017 | 0.503708 | 0.094925 | 3 |
2contradiction
| 46 | 1.369732 | [
0.8568329811000001,
-0.8212730289,
-0.048436000900000005
] | 1,791.930542 | 18.672421 | 1.705068 | 0.495635 | 0.100906 | 3 |
2contradiction
| 47 | 0.011562 | [
-1.9693650007,
-1.0561059713,
3.7354838848
] | 2.34507 | 0.019426 | 0.000884 | 0.000673 | 0.00014 | 3 |
1neutral
| 48 | 0.073121 | [
-0.8670129776000001,
1.9736410379,
-2.0734701157
] | 38.159363 | 0.487432 | 0.037955 | 0.019044 | 0.004575 | 3 |
0entailment
| 49 | 0.028091 | [
2.7801320553,
-1.8325539827,
-1.2064150572
] | 20.71143 | 0.163942 | 0.008804 | 0.006357 | 0.001772 | 3 |
0entailment
| 50 | 0.789322 | [
0.3071320057,
-0.7351890206,
0.14374999700000002
] | 1,108.276733 | 9.924817 | 0.667163 | 0.312998 | 0.075697 | 3 |
0entailment
| 51 | 0.054963 | [
2.2864658833,
-1.2980899811,
-1.2625570297
] | 29.219433 | 0.370248 | 0.02357 | 0.011073 | 0.002682 | 3 |
2contradiction
| 52 | 0.150617 | [
0.4833990037,
-2.375617981,
2.3559041023000002
] | 267.601501 | 3.428248 | 0.257714 | 0.118037 | 0.056454 | 3 |
1neutral
| 53 | 0.259103 | [
-1.982336998,
1.5217349529000002,
0.19631999730000002
] | 263.542175 | 2.023789 | 0.113465 | 0.068741 | 0.014841 | 3 |
1neutral
| 54 | 0.412875 | [
0.054659001500000005,
0.9175230265000001,
-1.4993020296
] | 773.574463 | 7.042142 | 0.381491 | 0.255789 | 0.097546 | 3 |
1neutral
| 55 | 0.114552 | [
-0.5876690149,
1.7982800007000002,
-1.7295260429
] | 284.92334 | 3.707507 | 0.340994 | 0.148562 | 0.098194 | 3 |
2contradiction
| 56 | 0.424547 | [
-2.2741010189,
0.7678949833000001,
1.4514889717
] | 530.201111 | 4.712934 | 0.335121 | 0.165634 | 0.036247 | 3 |
1neutral
| 57 | 0.974397 | [
0.5856890082,
0.2080200016,
-1.4490820169
] | 1,018.035278 | 10.511065 | 0.866572 | 0.488409 | 0.109795 | 3 |
2contradiction
| 58 | 0.018389 | [
-1.8061920404,
-1.0908349752,
3.2940850258
] | 14.246843 | 0.219019 | 0.025363 | 0.00826 | 0.001973 | 3 |
1neutral
| 59 | 0.650348 | [
-0.0530279987,
0.4023810029,
-0.8633990288000001
] | 970.610596 | 15.11415 | 1.467916 | 0.965227 | 0.392749 | 3 |
1neutral
| 60 | 0.495918 | [
-0.39079201220000004,
0.7007200122,
-0.4824829996
] | 617.832153 | 4.414696 | 0.242488 | 0.152952 | 0.022756 | 3 |
0entailment
| 61 | 0.619123 | [
0.7060660124,
0.3622449934,
-1.2028419971
] | 1,591.953613 | 14.31601 | 0.656622 | 0.62804 | 0.161798 | 3 |
2contradiction
| 62 | 3.628992 | [
-1.282384038,
2.1506109238,
-1.4197000265
] | 1,044.88501 | 8.040553 | 0.411192 | 0.295425 | 0.037695 | 3 |
0entailment
| 63 | 0.065873 | [
2.4210379124,
-0.39183399080000003,
-2.3999249935
] | 71.982933 | 0.669955 | 0.03079 | 0.024869 | 0.007316 | 3 |
1neutral
| 64 | 0.548732 | [
-1.2672400475,
0.6652500033000001,
0.1312759966
] | 660.601318 | 6.80714 | 0.626388 | 0.233919 | 0.036274 | 3 |
2contradiction
| 65 | 0.028975 | [
-2.2397949696,
-0.5117909908,
3.1785190105
] | 16.854029 | 0.156705 | 0.01179 | 0.005002 | 0.001066 | 3 |
2contradiction
| 66 | 0.960516 | [
-1.6454260349,
0.9938169718000001,
0.5846740007
] | 1,728.21106 | 12.666124 | 0.860158 | 0.395111 | 0.045899 | 3 |
2contradiction
| 67 | 0.198166 | [
-1.13913095,
-0.3112590015,
1.5692130327
] | 308.589478 | 3.966339 | 0.269009 | 0.109986 | 0.021882 | 3 |
2contradiction
| 68 | 0.258267 | [
-2.7103641033,
0.8980500102000001,
2.1466350555
] | 618.767212 | 7.036692 | 0.552453 | 0.233421 | 0.116294 | 3 |
2contradiction
| 69 | 0.015231 | [
-2.3137540817,
-0.7723590136,
3.59841609
] | 5.397302 | 0.067373 | 0.007256 | 0.002231 | 0.00066 | 3 |
1neutral
| 70 | 0.35484 | [
-1.4853219986,
1.1953020096,
0.166493997
] | 429.496948 | 4.14171 | 0.243359 | 0.136589 | 0.038075 | 3 |
1neutral
| 71 | 0.665111 | [
0.5556200147,
0.7036989927,
-1.7931640147999999
] | 1,497.906738 | 10.986315 | 0.982436 | 0.599507 | 0.153674 | 3 |
2contradiction
| 72 | 0.082231 | [
-2.0615260601,
-0.1139509976,
2.4762029648
] | 115.214386 | 1.426302 | 0.133417 | 0.061114 | 0.025584 | 3 |
2contradiction
| 73 | 0.342829 | [
-1.1260869503,
0.0203680005,
1.1905200481
] | 306.35556 | 3.348992 | 0.186529 | 0.117319 | 0.024873 | 3 |
2contradiction
| 74 | 0.048458 | [
-1.1819560528,
-1.0543520451,
2.579750061
] | 49.812336 | 0.641378 | 0.076139 | 0.033364 | 0.008465 | 3 |
0entailment
| 75 | 0.642526 | [
0.3961710036,
-0.5008519888,
-0.3100709915
] | 706.153198 | 11.110097 | 0.812594 | 0.37673 | 0.129579 | 3 |
2contradiction
| 76 | 0.225828 | [
-1.9426850080000002,
0.2252849936,
1.7065540552
] | 280.225952 | 2.444091 | 0.18563 | 0.069937 | 0.013679 | 3 |
1neutral
| 77 | 3.092484 | [
-1.1260019541,
-0.8550000191,
2.1540989876
] | 963.212524 | 15.051892 | 1.645509 | 0.501856 | 0.11098 | 3 |
0entailment
| 78 | 0.092817 | [
2.1691141129,
-1.6479129791,
-0.4175910056
] | 235.91629 | 2.439814 | 0.188327 | 0.176136 | 0.041749 | 3 |
1neutral
| 79 | 0.48485 | [
-0.7157580256,
0.6692590117,
-0.315279007
] | 785.527954 | 6.38093 | 0.261652 | 0.212375 | 0.052823 | 3 |
2contradiction
| 80 | 0.034069 | [
-1.8045810461,
-0.7796310186000001,
2.8892769814
] | 24.445211 | 0.362108 | 0.047772 | 0.014559 | 0.003541 | 3 |
2contradiction
| 81 | 0.022242 | [
-1.5339310169,
-1.1734629869,
3.1502280235
] | 7.18327 | 0.104812 | 0.008465 | 0.004115 | 0.001007 | 3 |
2contradiction
| 82 | 3.623402 | [
2.523252964,
-1.6404310465,
-1.0576640368
] | 1,270.306152 | 10.253312 | 0.53855 | 0.40106 | 0.080425 | 3 |
0entailment
| 83 | 0.620199 | [
0.4473240077,
-0.6335080266,
-0.2066320032
] | 1,259.294434 | 10.991576 | 1.041637 | 0.408059 | 0.081986 | 3 |
1neutral
| 84 | 0.179759 | [
-1.162539959,
1.4173680544,
-0.6933699846
] | 309.676025 | 2.062937 | 0.166041 | 0.267543 | 0.073743 | 3 |
0entailment
| 85 | 1.762206 | [
-0.7035499811,
0.6368389726,
-0.698818028
] | 2,673.858398 | 12.689397 | 0.579783 | 0.450536 | 0.046252 | 3 |
1neutral
| 86 | 0.059652 | [
-2.5504388809,
2.4750719070000002,
-0.42718198900000004
] | 80.025002 | 0.649445 | 0.044736 | 0.021446 | 0.005378 | 3 |
0entailment
| 87 | 0.015207 | [
3.1545219421,
-1.4329659939,
-2.1152329445
] | 3.261803 | 0.030369 | 0.001314 | 0.001038 | 0.000195 | 3 |
2contradiction
| 88 | 2.170752 | [
1.5471149683,
-1.5263979435000001,
-0.45727500320000003
] | 1,565.342407 | 13.047587 | 0.659794 | 0.403566 | 0.054965 | 3 |
1neutral
| 89 | 1.268418 | [
-2.3577320576,
0.8582209945,
1.7805370092000001
] | 1,919.454102 | 17.36857 | 1.297942 | 0.636466 | 0.164126 | 3 |
1neutral
| 90 | 0.025867 | [
-1.9812560081,
2.768198967,
-1.2746289968
] | 18.370947 | 0.138966 | 0.009698 | 0.005372 | 0.000853 | 3 |
2contradiction
| 91 | 0.016571 | [
-1.6722819805,
-1.0638010502,
3.4624619484
] | 9.29673 | 0.106097 | 0.007407 | 0.004884 | 0.002097 | 3 |
2contradiction
| 92 | 0.074361 | [
-2.7590880394,
0.15117500720000002,
2.7656140327000003
] | 184.212006 | 1.544658 | 0.131735 | 0.05901 | 0.026038 | 3 |
0entailment
| 93 | 0.131651 | [
1.7810859680000002,
-1.2692120075,
-0.5901550055
] | 230.287628 | 2.202802 | 0.192414 | 0.081315 | 0.020565 | 3 |
0entailment
| 94 | 0.029158 | [
2.7647609711000003,
-1.7613849639999999,
-1.2109919786
] | 16.583599 | 0.122585 | 0.005342 | 0.00416 | 0.001322 | 3 |
2contradiction
| 95 | 0.010531 | [
-2.136811018,
-1.0497909784,
3.7890059948
] | 2.686078 | 0.026419 | 0.001374 | 0.003127 | 0.00021 | 3 |
1neutral
| 96 | 0.381937 | [
-1.6996459961000001,
1.2115620375,
0.3216930032
] | 363.335571 | 3.245778 | 0.138177 | 0.108488 | 0.024729 | 3 |
0entailment
| 97 | 2.416249 | [
-1.2761989832,
0.6907659769000001,
-0.15948399900000002
] | 887.705322 | 14.634319 | 1.535899 | 0.439609 | 0.07937 | 3 |
2contradiction
| 98 | 0.026306 | [
-1.7767410278,
-0.8303340077,
3.1224000454
] | 9.802452 | 0.156048 | 0.013995 | 0.006186 | 0.001182 | 3 |
0entailment
| 99 | 0.445594 | [
0.7627149820000001,
-0.0934349969,
-1.2278120518
] | 779.829956 | 9.511929 | 0.645499 | 0.317884 | 0.149598 | 3 |