2020-01-16 10:51:32 -03:00
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epoch,loss,val_loss
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0,5.510118139551041,6.669028917948405
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1,4.620036688890863,6.239988009134929
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2,4.226249254420999,6.841040261586508
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3,4.091210664586818,7.686105759938558
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4,3.622026850568487,6.607742118835449
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5,3.5433121865300645,8.279837512969971
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6,3.512152446711317,6.4912719090779625
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7,3.3289545355959143,7.4758354187011715
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8,3.482765424027839,7.232888158162435
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9,3.3542860036200666,6.111873690287272
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10,3.4707188764785197,6.265982087453207
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11,3.2180146499869013,5.951403490702311
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12,2.963566080052802,4.999087079366048
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13,3.117887996612711,5.038201649983724
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14,3.055175361300921,6.263498719533285
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15,2.7987984666164887,4.605638074874878
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16,2.9557558849770973,5.938434664408366
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17,2.8580517257506344,6.350362237294515
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18,2.9886046946048737,5.7530917485555015
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19,2.8870468539126377,5.349153010050456
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20,2.7189624239228687,5.969705327351888
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21,2.6918416213481984,3.5491503715515136
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22,2.861170437107695,5.07493953704834
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23,2.623182365466059,6.592086855570475
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24,2.770815874667878,5.301957639058431
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25,2.5428910356886845,5.037519264221191
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26,2.5331496147304056,4.154387172063192
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27,2.5904381918780346,5.361591466267904
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28,2.6647130751863437,4.339076677958171
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29,2.671634988554681,5.207049465179443
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30,2.536868430832599,5.206181303660075
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31,2.5269303959100804,4.604189443588257
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32,2.547324141292725,4.899435075124105
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33,2.5510170735577318,4.646349271138509
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34,2.537044236951686,4.370001490910848
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35,2.5675039841086873,4.40106611251831
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36,2.4225192929201937,5.272506109873453
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37,2.461898976818044,4.241414705912272
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38,2.450672066563256,4.3455554962158205
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39,2.536351051736385,3.543430789311727
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40,2.3972248679145856,4.24670573870341
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41,2.4373818038296124,4.144773292541504
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42,2.2674986729596522,4.5872970422108965
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43,2.5475314259529114,3.156279468536377
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44,2.3489086305168296,4.8856459299723305
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45,2.1580938357622066,6.214142862955729
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46,2.2294212690693267,4.281853596369426
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47,2.20053460674695,3.505253299077352
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48,2.46075110581327,4.718129396438599
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49,2.3233440803720598,4.173482211430867
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50,2.211711230929991,4.688928604125977
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51,2.3972729593515396,4.368849531809489
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52,2.173910693919405,4.594769461949666
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53,2.195787996133595,4.749962457021078
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54,2.261986894493407,3.4480560143788654
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55,2.236172522953216,4.448630460103353
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56,2.0949010884154577,3.0846354484558107
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57,2.1858557294657888,3.625709597269694
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58,2.1987350253348654,4.172247505187988
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59,2.1886363528049664,4.9714948813120525
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60,2.069128413466697,4.544129991531372
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61,2.19367531512646,4.284995698928833
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62,2.156055927915803,2.9886295636494955
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63,2.1244417771379998,3.436731783548991
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64,2.1488721364356103,5.231652641296387
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65,2.1220993420393794,4.221103874842326
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66,2.0596070790544467,3.37458758354187
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67,2.011380082115214,4.809928719202677
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68,2.0250811225287717,4.709945408503215
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69,2.1433624923229218,3.6902766863505048
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70,2.307024818785647,4.168658208847046
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71,2.2973661013646676,4.074279165267944
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72,2.285527411927568,3.939052104949951
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73,2.1036225490747613,3.133694537480672
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74,2.0302315761832066,3.193118604024251
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75,2.094067890593346,4.039541578292846
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76,2.020727533609309,4.289553165435791
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77,2.1503505093162882,4.287316306432088
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78,2.076847677218153,3.273712158203125
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79,2.083538164800786,3.439055665334066
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80,1.9649358757699142,3.39263014793396
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81,1.9769666695848425,3.4040281772613525
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82,1.9312713729574325,3.335324780146281
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83,1.8709337883916042,3.216568962732951
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84,1.8324604976050398,3.3595632712046304
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85,1.876919298412952,3.115814781188965
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86,1.8610911781602506,3.2011043548583986
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87,1.8309650478210855,3.115077273050944
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88,1.96009569155409,3.0843749205271402
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89,1.8725523018645218,3.046114110946655
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90,1.936869632056419,3.1930816491444904
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91,1.799514335520724,3.2744102319081625
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92,1.8225869218401871,3.1622254053751626
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93,1.7391467281478517,3.34275107383728
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94,1.734298254898254,3.153507947921753
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95,1.8810681564878202,3.004853868484497
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96,2.000249590328399,3.0633230368296305
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97,1.7435078662126622,3.0148994445800783
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98,1.8868340608581462,3.0801260471343994
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99,1.8617350918815492,2.8029932022094726
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0,9.425875493884087,7.424945831298828
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1,5.931236448287964,5.740046977996826
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2,5.158609371185303,12.504448890686035
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3,5.445521764755249,6.512359619140625
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4,4.72419921875,9.225855827331543
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0,7.662772455215454,6.400893211364746
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1,5.811632056236267,7.0526018142700195
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2,4.759837512969971,4.526348114013672
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3,5.562472891807556,8.413644790649414
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4,4.6102127575874325,3.6775052547454834
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5,4.026118251085282,4.329113960266113
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6,3.9567205572128294,4.930643558502197
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0,4.291947777271271,5.641242027282715
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0,9.57666729927063,14.748775482177734
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1,6.334289512634277,13.631682395935059
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2,5.614185876846314,8.741722106933594
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3,5.0502364492416385,8.882115364074707
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4,4.925040850639343,10.044334411621094
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5,4.650737538337707,6.040557861328125
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6,3.997062907218933,5.663703441619873
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7,4.054195647239685,3.106687068939209
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8,3.7936658334732054,4.129853248596191
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9,3.575504515171051,3.2800419330596924
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10,4.157241787910461,3.997321605682373
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11,4.036867890357971,3.4753036499023438
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12,3.762564401626587,4.309584617614746
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13,3.465549476146698,4.396946907043457
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14,3.6985153460502627,8.012784957885742
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15,3.4447268199920655,3.4260730743408203
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16,3.3104467177391053,3.4645779132843018
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17,3.1926121377944945,5.626831531524658
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18,2.794120237827301,3.3249411582946777
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19,3.5080946278572083,9.333157539367676
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20,2.8098262190818786,2.224599599838257
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21,2.9234915828704833,2.5261638164520264
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22,2.9251465916633608,4.887867450714111
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23,2.710484461784363,1.8793960809707642
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24,2.8781397986412047,3.6699490547180176
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25,2.7713977098464966,3.505333185195923
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26,3.1688988184928895,2.180227756500244
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27,2.9556050205230715,6.320026874542236
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28,3.160018289089203,1.785821557044983
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29,2.686514904499054,3.313776731491089
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30,3.1641182923316955,3.073194742202759
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31,2.692085440158844,6.541172504425049
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32,2.316413254737854,2.803773880004883
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33,2.2647949409484864,2.268798589706421
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34,3.1685371685028074,4.1838202476501465
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35,2.800750479698181,3.2680280208587646
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36,2.555520939826965,2.4116203784942627
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37,2.1758973479270933,2.2294368743896484
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38,2.4307467484474183,2.0943284034729004
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39,2.1297872924804686,1.659180998802185
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40,2.6208885717391968,1.5405529737472534
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41,2.1338503682613372,1.5205631256103516
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42,2.658788948059082,4.433087348937988
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43,2.505739734172821,1.3420426845550537
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44,2.4486756539344787,1.7022470235824585
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45,3.22581095457077,2.586212158203125
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46,2.6756594610214233,2.9213602542877197
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47,2.521214907169342,2.639474868774414
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48,2.349372446537018,2.3526482582092285
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49,2.3571006381511688,3.9680111408233643
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50,2.628913962841034,1.7524428367614746
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51,2.1133799719810487,1.575929880142212
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52,2.2293547689914703,5.258865833282471
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53,2.3119247043132782,2.6193485260009766
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54,2.517700080871582,2.916719675064087
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55,2.216511501073837,2.2744908332824707
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56,1.968552553653717,1.4098974466323853
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57,2.4100059497356416,6.245255947113037
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58,2.364307676553726,2.6863951683044434
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59,1.9538081681728363,2.4814934730529785
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60,2.263806539773941,1.3604397773742676
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61,1.9277082800865173,1.488633632659912
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62,2.2858369982242586,11.130377769470215
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63,2.8886038279533386,5.278674602508545
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64,2.477577738761902,3.475400686264038
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65,2.219870334863663,1.6822925806045532
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66,2.4032550179958343,1.728459358215332
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67,2.594639081954956,1.358062982559204
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68,2.2139855778217314,1.8900867700576782
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69,1.6617299699783326,1.5494791269302368
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70,2.0888832986354826,2.976024627685547
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71,2.1289234411716462,3.2035162448883057
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72,2.405316809415817,3.2074801921844482
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73,2.4194243466854095,4.110093116760254
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74,2.3310585188865662,4.0915937423706055
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75,2.1582571136951447,10.787525177001953
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76,2.341229839324951,3.5869884490966797
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77,2.133217837810516,1.334718942642212
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78,2.1182785034179688,1.6548967361450195
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79,2.025664346218109,2.5942630767822266
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80,2.1342422437667845,1.5209053754806519
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81,1.8549052095413208,1.5490634441375732
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82,1.6819430363178254,1.313148021697998
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83,1.694944336414337,1.391322135925293
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84,1.6461822605133056,1.1783668994903564
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85,2.0633348596096037,1.405306100845337
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86,2.2056054270267484,1.3352552652359009
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87,1.5451392793655396,1.3712495565414429
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88,1.8744987392425536,1.1776152849197388
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89,1.465874629020691,1.3135547637939453
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90,1.7581356024742127,1.467374324798584
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91,1.8051641368865967,1.372241497039795
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92,1.6639659988880158,1.4512510299682617
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93,1.9951361322402954,1.2248538732528687
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94,1.663730491399765,1.3945097923278809
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95,1.3763303506374358,1.4558112621307373
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96,2.1172481882572174,1.4779417514801025
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97,1.8102217328548431,1.5256366729736328
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98,1.7072846734523772,1.4526740312576294
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99,1.5981937515735627,1.581385612487793
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0,9.237408475875855,13.042949676513672
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1,5.6629617881774905,7.048020839691162
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0,23.77001953125,32.4190673828125
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1,20.413426399230957,23.459339141845703
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2,17.22719669342041,25.96030044555664
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3,14.69414472579956,26.508224487304688
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|
2020-01-26 17:49:04 -03:00
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19,6.450892756256876,8.678086650905325
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20,6.494656276702881,5.327648618328038
|
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21,6.6301689813584845,6.921413478566639
|
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22,6.063628935631905,4.657180942706208
|
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23,5.98993371963501,9.678441431984973
|
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24,6.50997715479211,7.558368946189311
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25,6.291930182936228,4.799717326662433
|
2020-02-04 18:34:05 -03:00
|
|
|
0,7.973862826169192,15.259298324584961
|
|
|
|
|
1,6.938609604029774,21.302433013916016
|
|
|
|
|
2,6.484276884204739,10.38413143157959
|
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|
|
|
3,6.276663233368681,14.123126029968262
|
|
|
|
|
4,6.0733488614742575,6.53306245803833
|
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|
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|
5,5.851887358192592,4.833110809326172
|
|
|
|
|
6,5.8068152495792935,8.18958854675293
|
|
|
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7,5.7153588398011435,8.712896347045898
|
|
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|
8,5.472064780664968,9.076906204223633
|
|
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9,5.735800937272175,7.608792304992676
|
|
|
|
|
10,5.366505203666268,7.72076940536499
|
|
|
|
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11,5.487185536329106,8.000381469726562
|
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|
|
|
12,5.410240396038517,5.3120598793029785
|
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|
|
13,5.149879344612608,4.975514888763428
|
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14,5.0995053472099725,4.513765335083008
|
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15,4.988152967595658,5.3012309074401855
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16,4.876671654837472,4.925055503845215
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17,5.103663201477389,5.011470794677734
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18,5.07386329802838,4.599146842956543
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19,4.9232402336564425,4.370230197906494
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20,4.9136308785323255,12.101633071899414
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21,4.991253912283773,5.603884696960449
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22,4.793732961455544,4.370993137359619
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23,4.9820091770626505,4.284317493438721
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24,5.076208100869105,5.341156482696533
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25,4.782644495739501,6.135577201843262
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26,4.698268840601156,7.34823751449585
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27,4.833031757386437,5.643138408660889
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28,4.900312094243018,5.404371738433838
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29,4.6962054205072885,6.693106174468994
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30,4.7917523095895955,5.376558303833008
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31,4.697283748774647,4.753889560699463
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32,4.841714300952115,7.0596442222595215
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33,4.732740326271163,8.103597640991211
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34,4.772678568467989,7.260011196136475
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35,4.704077057561055,4.494091987609863
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36,4.72994312283757,8.939574241638184
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37,4.614209944521622,6.865695953369141
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38,4.50847382073874,4.307891845703125
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39,4.442559424529776,5.49229097366333
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40,4.636491268545717,4.914579391479492
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41,4.554967951576465,4.138899803161621
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42,4.584889070673303,6.302365779876709
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43,4.60375291158618,5.189576148986816
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44,4.500438081694173,4.704959392547607
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47,4.443238871909905,4.539795398712158
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48,4.374959782584683,5.823929786682129
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50,4.535971640230535,9.848762512207031
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52,4.487594409303351,6.24993896484375
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53,4.4395546391399945,4.224571704864502
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55,4.444760061036847,4.570250988006592
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56,4.472602662149367,5.458218097686768
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57,4.438342443133325,6.682774543762207
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58,4.339358455532199,4.864607334136963
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59,4.306590621160999,7.158379554748535
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61,4.358962325178025,4.723064422607422
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62,4.663398350988116,7.188640117645264
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63,4.432848420499765,6.108102798461914
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64,4.322951598481818,4.0363569259643555
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65,4.414543367819112,4.963410377502441
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66,4.442672677092499,6.636918067932129
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67,4.239999670731394,4.057308197021484
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68,4.33915251493454,6.3665690422058105
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69,4.253900223491595,3.7562568187713623
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70,4.300358089771899,4.466858863830566
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71,4.1269395074025415,4.697149753570557
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72,4.268223748757289,10.930615425109863
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73,4.615337735728214,7.849076271057129
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74,4.4084716236198345,4.53993558883667
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75,4.310147655307421,5.064493179321289
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76,4.168884132589612,3.9855284690856934
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77,4.259093998541792,6.002911567687988
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78,4.334231833180229,4.9638872146606445
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79,4.2766266985283,4.24093770980835
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80,4.0749239561321975,3.6843338012695312
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81,4.010318522968451,3.73720383644104
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82,4.00676853119672,4.161366939544678
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83,3.9495428685006013,3.7357115745544434
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|
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84,3.9702968905260274,3.743980884552002
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|
85,3.8961962042092617,3.6619226932525635
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|
86,3.987741558106391,3.7644197940826416
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87,3.9462282380238793,3.633516311645508
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88,3.8772872319588294,3.8913538455963135
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89,4.02024297304761,3.706259250640869
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90,4.061259812706119,3.776811361312866
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91,3.9317529954408346,4.404216289520264
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92,3.9354638928895467,3.62033748626709
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93,3.9645815021113346,3.751218795776367
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94,3.914402025086539,3.8807034492492676
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95,3.9585177548374166,3.9658148288726807
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96,3.956007499616225,3.586838960647583
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|
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|
|
97,3.906352294118781,3.735697031021118
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|
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|
|
98,3.8935037969232917,3.635385513305664
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|
|
|
|
99,3.9164198772398717,3.593764066696167
|
|
|
|
|
0,11.537110236919288,6.362030506134033
|
|
|
|
|
1,7.416970851204612,12.469446182250977
|
|
|
|
|
2,6.853848360524033,5.960817337036133
|
|
|
|
|
3,6.297627481547269,7.095097541809082
|
|
|
|
|
4,5.968446858001478,5.558282375335693
|
|
|
|
|
5,5.949372747450164,10.557303428649902
|
|
|
|
|
6,5.894821217114275,12.543929100036621
|
|
|
|
|
7,6.214342418583956,8.151058197021484
|
|
|
|
|
8,5.728240916945717,10.570259094238281
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|
|
|
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9,5.422317249847181,5.8348798751831055
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10,5.376049788070447,4.478155612945557
|
|
|
|
|
11,5.385305519176252,7.463174819946289
|
|
|
|
|
12,5.432557795986985,4.685098171234131
|
2020-02-06 10:21:56 -03:00
|
|
|
0,15.881673319138363,7.375675678253174
|
|
|
|
|
1,8.356029669443766,5.9648237228393555
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|
|
2,6.9354832737582255,5.591615676879883
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3,6.576785355237914,5.613137245178223
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|
4,6.206373137854487,5.805556297302246
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|
|
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5,5.9745859580078955,5.410709381103516
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6,5.846244939341532,5.404609203338623
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|
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7,5.833713872836587,5.171739101409912
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8,5.6691007133400735,5.144720554351807
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9,5.625074021497929,5.335570812225342
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10,5.514733474762713,5.682697772979736
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11,5.41908200625178,5.01742696762085
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12,5.269865041207877,4.892789840698242
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13,5.1854388362071555,4.693246841430664
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|
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14,5.070313432885776,4.715047836303711
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15,5.0184673756279805,4.756409168243408
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16,4.977027483976604,4.668238162994385
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17,5.03410340784681,4.338890075683594
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18,4.85641484429466,4.351319789886475
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19,4.729835234053148,4.209253311157227
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20,4.702004563905888,4.361381530761719
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21,4.6291504153113925,4.131518363952637
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22,4.540262085492493,4.005181789398193
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23,4.449438978605764,4.169116020202637
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24,4.271978601123072,4.139697551727295
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25,4.221815269501483,3.9072606563568115
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26,4.138884769148658,4.988559722900391
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27,4.074649817287435,3.9170775413513184
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28,4.039631126356906,3.816544532775879
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29,3.869656247728852,3.8606245517730713
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30,3.740425213805986,3.910066843032837
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31,3.783481373812983,3.765537738800049
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32,3.688262802378683,3.7563486099243164
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33,3.742541152709836,3.627863883972168
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34,3.635184340138253,3.604227304458618
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35,3.692311818333348,3.6819028854370117
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36,3.7258855939236257,3.885371446609497
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37,3.7273904234985187,3.726266860961914
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38,3.6165273332465895,3.738358497619629
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39,3.5355864162341124,3.6938042640686035
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40,3.5645025023997157,3.8448326587677
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41,3.575968391563977,3.7542030811309814
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42,3.470710121643316,3.532132148742676
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43,3.5186657977234472,3.734591245651245
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44,3.434543408879792,3.6501681804656982
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45,3.5027135984124538,3.603182077407837
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46,3.4974465122639806,3.6228671073913574
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47,3.4627913902500995,3.6162970066070557
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48,3.4552725420335983,3.7527081966400146
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49,3.4142114777382604,3.5594005584716797
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50,3.4301328944900056,3.5592427253723145
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51,3.3953572599374633,3.7217860221862793
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52,3.4193801964567005,3.540640115737915
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53,3.350956703726537,3.723790407180786
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54,3.332990003216819,3.999763250350952
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55,3.341965870127652,3.7415072917938232
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56,3.3121060902806003,3.5359549522399902
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57,3.3493398931435734,3.6459293365478516
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58,3.5077789500762857,3.5454273223876953
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59,3.3389676799566286,3.502479076385498
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61,3.2513954847888216,3.372159004211426
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62,3.270837154310471,3.532351016998291
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63,3.2585178571435995,3.374575138092041
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73,3.0578822607551115,3.2314391136169434
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79,3.0936825425247028,2.9857537746429443
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95,2.498734673622194,2.9772801399230957
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97,2.4362051444626895,2.876401662826538
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98,2.5065703288086105,2.8407721519470215
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99,2.463761842218342,2.8256804943084717
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243,3.8022580645301125,3.396702289581299
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244,3.7276438171213324,3.3882017135620117
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245,3.815004042784373,3.3917412757873535
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246,3.8575457323681226,3.3967437744140625
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247,3.7772725036649994,3.3954968452453613
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248,3.7712400523099032,3.382535696029663
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249,3.7938311800812228,3.3680741786956787
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250,3.8112679398421085,3.4131574630737305
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251,3.851072518753283,3.4096884727478027
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252,3.8343051928462404,3.4363956451416016
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253,3.764303384405194,3.3730990886688232
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254,3.7501230239868164,3.394145965576172
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255,3.8075529828216093,3.3988044261932373
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256,3.835201842134649,3.371772050857544
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257,3.7671612905733514,3.371422052383423
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258,3.8664221745548826,3.415010929107666
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259,3.8068302790323894,3.3795337677001953
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260,3.746603085416736,3.3995862007141113
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261,3.844028600056966,3.4078457355499268
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262,3.864883915222052,3.382657051086426
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263,3.820603057832429,3.3754115104675293
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264,3.846506002816287,3.3887317180633545
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265,3.806149897069642,3.3693315982818604
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266,3.8139860608360983,3.378915309906006
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267,3.838236346389308,3.36610746383667
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268,3.746777840455373,3.3673408031463623
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269,3.8196406386115336,3.3848512172698975
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270,3.791604555375648,3.376155376434326
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271,3.782218140183073,3.4068636894226074
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272,3.7335610830422605,3.3726370334625244
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273,3.838183360750025,3.385442018508911
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274,3.7939599969170312,3.3936171531677246
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275,3.8370031555493673,3.404611825942993
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276,3.810185116710085,3.3647208213806152
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277,3.842852070114829,3.386965274810791
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278,3.8682658285805673,3.363536834716797
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279,3.7965586998245935,3.36864972114563
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280,3.761886895425392,3.3644275665283203
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281,3.7922668839945937,3.3626370429992676
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282,3.6954838662436513,3.391234874725342
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283,3.7597093000556483,3.356743335723877
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284,3.818933317155549,3.363304376602173
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285,3.8085382475997465,3.3700997829437256
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286,3.7776332927472662,3.387850761413574
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287,3.852750436103705,3.3747494220733643
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288,3.869700754411293,3.3716113567352295
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289,3.819369491483226,3.367892265319824
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290,3.7625609213655644,3.392800807952881
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291,3.8113484064737957,3.372192859649658
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292,3.765781452439048,3.362692356109619
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293,3.731386435031891,3.372163772583008
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294,3.8062914302854827,3.367699384689331
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295,3.796064802733335,3.3909687995910645
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296,3.8264753128543045,3.3955934047698975
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297,3.817375989393754,3.41853928565979
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298,3.791223588856784,3.3914475440979004
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299,3.744249291130991,3.3684945106506348
|
