302 lines
21 KiB
Plaintext
302 lines
21 KiB
Plaintext
,epoch,train_acc,valid_acc,train_loss,valid_loss
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0,1,0.12575,0.21421370967741934,2.2937231807708742,2.2676862593620055
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1,2,0.248,0.3240927419354839,2.2377592124938963,2.1976155081102924
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2,3,0.354375,0.3815524193548387,2.129876153945923,2.044375258107339
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3,4,0.42625,0.4324596774193548,1.9269471073150635,1.815262294584705
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4,5,0.482125,0.5282258064516129,1.6988583679199218,1.6081839684517152
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5,6,0.528375,0.5151209677419355,1.5167635107040405,1.4654438649454424
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6,7,0.5465,0.5574596774193549,1.3927514476776124,1.3655932180343135
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7,8,0.5705,0.5403225806451613,1.3035813112258912,1.2985444838000881
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8,9,0.586875,0.5902217741935484,1.2359741706848144,1.2315824993195073
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9,10,0.5985,0.5967741935483871,1.1828507437705993,1.1789349471369097
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10,11,0.61075,0.6013104838709677,1.1400936079025268,1.146019495302631
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11,12,0.61425,0.6098790322580645,1.105873393535614,1.1111935800121677
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12,13,0.623,0.6234879032258065,1.076672074317932,1.089227545645929
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13,14,0.63475,0.6159274193548387,1.0523606872558593,1.0597389667264876
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14,15,0.63575,0.5866935483870968,1.0302134299278258,1.0517296521894393
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15,16,0.638625,0.625,1.0127733755111694,1.030857661078053
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16,17,0.644125,0.623991935483871,0.9972539176940918,1.0212982143125227
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17,18,0.647125,0.6491935483870968,0.9847306752204895,1.0031032081573241
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18,19,0.651625,0.6295362903225806,0.9718224520683288,0.9922776433729357
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19,20,0.653375,0.655241935483871,0.9614444556236267,1.004007081831655
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20,21,0.65475,0.639616935483871,0.9525526990890503,0.9718767077692093
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21,22,0.657125,0.6491935483870968,0.944016770362854,0.9612755986952013
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22,23,0.660125,0.6512096774193549,0.9386747822761535,0.9546890701017072
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23,24,0.660125,0.6607862903225806,0.9306546316146851,0.9596057341944787
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24,25,0.665625,0.6466733870967742,0.9239095873832702,0.9440147549875321
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25,26,0.664,0.6537298387096774,0.9177467222213745,0.9464947581291199
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26,27,0.66675,0.6582661290322581,0.912406234741211,0.9296330482729019
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27,28,0.66625,0.6607862903225806,0.9084503087997436,0.9246035218238831
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28,29,0.669375,0.6633064516129032,0.9031522455215454,0.9183507677047483
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29,30,0.66925,0.6622983870967742,0.8971806693077088,0.9155043325116557
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30,31,0.669625,0.6658266129032258,0.8963782095909119,0.9107550824842146
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31,32,0.6715,0.6607862903225806,0.8907575702667236,0.9062397806875168
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32,33,0.672875,0.6592741935483871,0.8865971283912659,0.9067775895518642
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33,34,0.6755,0.6643145161290323,0.8831153435707092,0.8996775977073177
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34,35,0.6745,0.6643145161290323,0.8799522204399108,0.9008925057226612
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35,36,0.67625,0.6738911290322581,0.8765962233543396,0.8957007392760246
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36,37,0.67775,0.6602822580645161,0.8732238512039184,0.8957233851955783
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37,38,0.677,0.6663306451612904,0.8700605201721191,0.8884582346485507
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38,39,0.677625,0.6779233870967742,0.86691774892807,0.8847945544027513
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39,40,0.683875,0.6683467741935484,0.8638643326759339,0.8812634848779247
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40,41,0.6825,0.6703629032258065,0.8619350233078003,0.8736868096936133
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41,42,0.68525,0.6769153225806451,0.8574845008850097,0.8757798306403621
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42,43,0.68325,0.6829637096774194,0.8559755001068116,0.8762649028531967
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43,44,0.681875,0.6794354838709677,0.8526963171958923,0.868664155083318
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44,45,0.6855,0.670866935483871,0.8508440051078796,0.8656267696811307
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45,46,0.687375,0.6738911290322581,0.8477729640007019,0.8647398410304901
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46,47,0.689125,0.6723790322580645,0.844515609741211,0.8638435967506901
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47,48,0.685,0.6779233870967742,0.8429114985466003,0.8618940441839157
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48,49,0.689125,0.6794354838709677,0.8397265086174012,0.8545605559502879
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49,50,0.686625,0.6804435483870968,0.8384793972969056,0.8552838506237153
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50,51,0.691125,0.6774193548387096,0.8345498304367065,0.848295844370319
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51,52,0.687875,0.6859879032258065,0.8335188755989075,0.855028792735069
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52,53,0.691,0.6824596774193549,0.8311837863922119,0.8479280106482967
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53,54,0.692875,0.6859879032258065,0.8279946088790894,0.8404466413682506
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54,55,0.6925,0.6804435483870968,0.8260387935638428,0.84263696593623
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55,56,0.693125,0.6849798387096774,0.8229942922592163,0.8379247784614563
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56,57,0.694375,0.6844758064516129,0.8220300149917602,0.8415298577277891
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57,58,0.696375,0.6880040322580645,0.8190384802818298,0.8321282882844249
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58,59,0.694,0.6875,0.816288417339325,0.8343535277151293
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59,60,0.694875,0.6839717741935484,0.8151030368804931,0.8336188389408973
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60,61,0.69425,0.6854838709677419,0.8126006669998169,0.8352141207264315
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61,62,0.697125,0.6854838709677419,0.8106505064964294,0.8332801768856664
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62,63,0.69975,0.6905241935483871,0.8080810284614564,0.8234034065277346
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63,64,0.70075,0.6844758064516129,0.8052171502113342,0.8192608933294973
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64,65,0.69925,0.6869959677419355,0.8035496191978455,0.815050482749939
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65,66,0.7005,0.6875,0.8014146156311035,0.8252233305285054
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66,67,0.698125,0.6905241935483871,0.7996929430961609,0.8083832244719228
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67,68,0.69975,0.6895161290322581,0.7969387445449829,0.8108954429626465
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68,69,0.702125,0.6869959677419355,0.7955113248825073,0.8145994409438102
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69,70,0.7,0.6935483870967742,0.792340503692627,0.807374858087109
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70,71,0.702625,0.6950604838709677,0.7911754889488221,0.8086352617509903
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71,72,0.703625,0.6985887096774194,0.7885409245491027,0.8008877135092213
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72,73,0.70425,0.702116935483871,0.7873198952674866,0.7998276199063947
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73,74,0.704125,0.6970766129032258,0.7848704538345337,0.7971179581457569
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74,75,0.70625,0.6970766129032258,0.7822935285568238,0.7927621314602513
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75,76,0.70475,0.6960685483870968,0.7788817420005798,0.7937883177111226
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76,77,0.704875,0.6985887096774194,0.7792668890953064,0.7862545732528933
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77,78,0.703625,0.7006048387096774,0.7767630572319031,0.7841528077279368
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78,79,0.710875,0.6980846774193549,0.7729922785758973,0.7877849590393805
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79,80,0.7085,0.7036290322580645,0.7725881729125976,0.7884936524975684
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80,81,0.7145,0.6975806451612904,0.7703448913097382,0.7794140846498551
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81,82,0.707875,0.703125,0.7683381514549256,0.7827766460757102
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82,83,0.71425,0.704133064516129,0.7661359086036682,0.7740850121744217
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83,84,0.716,0.7247983870967742,0.7635970077514649,0.7837481344899824
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84,85,0.714625,0.7046370967741935,0.7620524802207946,0.7760492024883148
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85,86,0.717875,0.7273185483870968,0.7587687454223633,0.7693652645234139
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86,87,0.71925,0.7167338709677419,0.7571495487689972,0.7791498034231125
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87,88,0.723125,0.7061491935483871,0.7559212753772736,0.7657425865050285
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88,89,0.721125,0.7227822580645161,0.7540467400550842,0.7639261926374128
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89,90,0.72775,0.7212701612903226,0.7519344382286072,0.7616109309657928
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90,91,0.72775,0.7283266129032258,0.7487852301597595,0.7575869021877166
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91,92,0.727875,0.7273185483870968,0.7474929718971253,0.7539062634591134
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92,93,0.72625,0.7237903225806451,0.744426561832428,0.7515108796858019
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93,94,0.7285,0.717741935483871,0.7436468710899353,0.7493124450406721
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94,95,0.72875,0.7227822580645161,0.7407840843200684,0.7509921366168607
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95,96,0.731875,0.7232862903225806,0.7383509948253631,0.7504203108049208
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96,97,0.732125,0.7288306451612904,0.7363486151695251,0.7452502135307558
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97,98,0.732875,0.7283266129032258,0.7337991933822632,0.7476337955844018
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98,99,0.735625,0.7303427419354839,0.7317234919071197,0.739826298529102
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99,100,0.733625,0.7283266129032258,0.7287046048641205,0.739542922665996
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100,101,0.73375,0.7147177419354839,0.7274810273647309,0.7344657682603405
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101,102,0.7355,0.7338709677419355,0.7247261893749237,0.7346700814462477
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102,103,0.73225,0.733366935483871,0.7240956840515137,0.7285718571755194
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103,104,0.737,0.7247983870967742,0.720921181678772,0.7279678198599047
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104,105,0.73725,0.7162298387096774,0.7193985497951507,0.7334578460262667
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105,106,0.73975,0.7232862903225806,0.7166938002109527,0.728367522839577
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106,107,0.737875,0.7363911290322581,0.715068681716919,0.7223057727659902
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107,108,0.742625,0.7318548387096774,0.7129860005378723,0.7190377539204013
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108,109,0.74,0.7389112903225806,0.7117807359695435,0.7183994016339702
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109,110,0.739875,0.7384072580645161,0.7105983903408051,0.7164657365891242
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110,111,0.742375,0.7328629032258065,0.7074811918735504,0.7246334398946455
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111,112,0.74,0.7348790322580645,0.7077446887493134,0.7127827925066794
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112,113,0.740125,0.7348790322580645,0.7058010087013245,0.7185006468526779
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113,114,0.74125,0.7379032258064516,0.7062028846740722,0.711994872939202
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114,115,0.741375,0.734375,0.7025900321006775,0.722117660507079
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115,116,0.741875,0.7404233870967742,0.702047369480133,0.7054055179319074
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116,117,0.741,0.7368951612903226,0.7008094470500946,0.7059461897419345
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117,118,0.74,0.7379032258064516,0.7000908722877502,0.7077065225570432
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118,119,0.74275,0.7389112903225806,0.697608702659607,0.7044590307820228
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119,120,0.741125,0.735383064516129,0.6974484593868255,0.705822677381577
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120,121,0.745,0.7363911290322581,0.6940790374279022,0.726842547616651
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121,122,0.741875,0.7409274193548387,0.6941187741756439,0.6984606769777113
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122,123,0.7455,0.7363911290322581,0.6942173736095428,0.7010489721452037
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123,124,0.74125,0.7404233870967742,0.6926323885917663,0.704462626288014
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124,125,0.743875,0.7409274193548387,0.6916290044784545,0.696697513903341
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125,126,0.74375,0.7394153225806451,0.6898484938144683,0.6978444207099176
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126,127,0.743625,0.7399193548387096,0.6888203046321869,0.7016230494745316
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127,128,0.74525,0.7414314516129032,0.6875256526470185,0.6972026151995505
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128,129,0.744125,0.7414314516129032,0.686995727300644,0.6930867991139812
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129,130,0.748,0.7424395161290323,0.6873089451789856,0.6934665374217495
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130,131,0.744,0.7328629032258065,0.6838541362285614,0.7066772426328352
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131,132,0.7435,0.7363911290322581,0.6849607121944428,0.6904300124414505
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132,133,0.746,0.7444556451612904,0.6836790750026703,0.6916862668529633
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133,134,0.746125,0.7419354838709677,0.6825263681411743,0.6903918568165072
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134,135,0.747125,0.7454637096774194,0.6808646347522735,0.6892580957181992
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135,136,0.746625,0.7328629032258065,0.6810887951850891,0.6992948112949249
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136,137,0.747625,0.7399193548387096,0.6801265494823456,0.6914754644516976
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137,138,0.744125,0.7449596774193549,0.6794462163448334,0.686861309313005
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138,139,0.746375,0.7379032258064516,0.6796345655918121,0.6865283789173249
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139,140,0.74825,0.7363911290322581,0.6776200189590454,0.6895612343665092
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140,141,0.748375,0.7368951612903226,0.6769659533500672,0.6895686657198014
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141,142,0.745875,0.7409274193548387,0.6762004556655884,0.684873923178642
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142,143,0.75,0.7429435483870968,0.6766425142288208,0.6841276749487846
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143,144,0.7495,0.7429435483870968,0.6757207989692688,0.6857355977258375
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144,145,0.74775,0.7409274193548387,0.6757489387989044,0.6874895538053205
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145,146,0.75275,0.7358870967741935,0.6723645563125611,0.6919096823661558
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146,147,0.75125,0.7399193548387096,0.672961886882782,0.6845684782151253
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147,148,0.751375,0.7389112903225806,0.672047397851944,0.6911592175883632
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148,149,0.7485,0.7399193548387096,0.6713605234622956,0.6868368666018209
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149,150,0.749625,0.7434475806451613,0.6715062477588654,0.6797055390573317
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150,151,0.752,0.7429435483870968,0.6708727264404297,0.6786900566470239
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151,152,0.749375,0.7404233870967742,0.6705182585716247,0.6893971793113216
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152,153,0.756375,0.7409274193548387,0.6681198358535767,0.6818877074026293
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153,154,0.74875,0.7323588709677419,0.668769829750061,0.6870744218749385
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154,155,0.751375,0.7404233870967742,0.6693622040748596,0.6791631608240066
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155,156,0.7495,0.7384072580645161,0.6677224984169007,0.6791054318028111
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156,157,0.751125,0.7530241935483871,0.6669107344150543,0.6757311301846658
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157,158,0.750375,0.7454637096774194,0.6689134707450867,0.675748364579293
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158,159,0.749875,0.7394153225806451,0.665742442369461,0.6785702628474082
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159,160,0.755125,0.7439516129032258,0.6639340476989746,0.6909028849294109
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160,161,0.754375,0.7484879032258065,0.6655936982631684,0.6800686274805376
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161,162,0.753,0.7444556451612904,0.6626871073246002,0.6847033404534862
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162,163,0.754375,0.7394153225806451,0.6636988418102264,0.678314108041025
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163,164,0.756,0.7439516129032258,0.6631928851604462,0.679127223068668
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164,165,0.7535,0.7449596774193549,0.6635311431884766,0.6755695458381407
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165,166,0.75425,0.7439516129032258,0.6608122355937958,0.6740436525114121
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166,167,0.7535,0.751008064516129,0.6623840556144714,0.6725323296362354
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167,168,0.753375,0.7474798387096774,0.6615988018512726,0.6734585973524279
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168,169,0.7555,0.7404233870967742,0.658470029592514,0.6751049209025598
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169,170,0.75275,0.748991935483871,0.6596595213413239,0.6707770478340888
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170,171,0.75475,0.7464717741935484,0.6594919128417969,0.6760938773232121
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171,172,0.752375,0.7404233870967742,0.6587064244747162,0.6735088594498173
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172,173,0.754875,0.7419354838709677,0.6581688785552978,0.6718735867930997
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173,174,0.755625,0.7444556451612904,0.6594367871284484,0.672063180515843
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174,175,0.75675,0.7484879032258065,0.6572930109500885,0.6681920395743463
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175,176,0.7565,0.7555443548387096,0.6567469036579132,0.666823229482097
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176,177,0.75625,0.7242943548387096,0.6563848433494568,0.69633928614278
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