epoch,accuracy,loss,precision,recall,val_accuracy,val_loss,val_precision,val_recall
0,0.044179804623126984,6.215623378753662,0.0,0.0,0.04128929227590561,6.525483131408691,0.0,0.0
1,0.049918241798877716,5.920177459716797,0.0,0.0,0.04728289693593979,6.602599620819092,0.0,0.0
2,0.05858760327100754,5.741495132446289,0.7368420958518982,0.00043192546581849456,0.04475226253271103,6.6925506591796875,0.0,0.0
3,0.07123684883117676,5.538107872009277,0.97826087474823,0.00138833187520504,0.046616941690444946,6.796008110046387,0.0,0.0
4,0.0901181623339653,5.326170921325684,0.8947368264198303,0.004720328375697136,0.04568460211157799,6.864126682281494,0.0,0.0
5,0.1119612529873848,5.1200079917907715,0.9161290526390076,0.008761916309595108,0.040756527334451675,6.992399215698242,0.0,0.0
6,0.1278807818889618,4.92478609085083,0.9153713583946228,0.01635146327316761,0.04049014300107956,7.130080223083496,0.0,0.0
7,0.14685465395450592,4.732901096343994,0.894911527633667,0.024959120899438858,0.04195524752140045,7.23391580581665,0.014285714365541935,0.00013319126446731389
8,0.1641625314950943,4.558708667755127,0.8944765329360962,0.03347422182559967,0.038225892931222916,7.348636627197266,0.016129031777381897,0.00013319126446731389
9,0.17946502566337585,4.3979315757751465,0.8881028890609741,0.04260636121034622,0.033963773399591446,7.45266056060791,0.0,0.0
10,0.1956622302532196,4.223810195922852,0.8829953074455261,0.052386388182640076,0.034096963703632355,7.640355110168457,0.03773584961891174,0.0005327650578692555
11,0.21250732243061066,4.071560859680176,0.8820124864578247,0.06111745163798332,0.03729355335235596,7.722485065460205,0.09615384787321091,0.001331912586465478
12,0.23052479326725006,3.9347004890441895,0.8885003924369812,0.0705581083893776,0.035961639136075974,7.909381866455078,0.03030303120613098,0.0005327650578692555
13,0.2474624365568161,3.788947820663452,0.8762160539627075,0.08058495074510574,0.03303143382072449,8.03416633605957,0.08965517580509186,0.00173148640897125
14,0.2598957121372223,3.685380458831787,0.8806374073028564,0.0903649777173996,0.03223228454589844,8.166817665100098,0.07065217196941376,0.00173148640897125
15,0.28176966309547424,3.556426525115967,0.8897936940193176,0.10113225877285004,0.035961639136075974,8.2846097946167,0.03703703731298447,0.0007991475868038833
16,0.29565298557281494,3.4513485431671143,0.8825381398200989,0.11242403090000153,0.03116675466299057,8.439950942993164,0.0625,0.001331912586465478
17,0.3128065764904022,3.3439784049987793,0.89199298620224,0.1251041293144226,0.029968034476041794,8.554068565368652,0.056872036308050156,0.0015982951736077666
18,0.324129194021225,3.250164747238159,0.8870079517364502,0.13417455554008484,0.033297814428806305,8.699393272399902,0.06614785641431808,0.0022642514668405056
19,0.3396785259246826,3.163926839828491,0.8892918229103088,0.14373862743377686,0.02876931242644787,8.747879981994629,0.06844106316566467,0.002397442702203989
20,0.34819361567497253,3.093963384628296,0.8880199193954468,0.15413568913936615,0.029968034476041794,8.892354011535645,0.0625,0.0029302078764885664
21,0.36118224263191223,3.0195746421813965,0.8958263993263245,0.1655508577823639,0.0285029299557209,9.000614166259766,0.05624999850988388,0.002397442702203989
22,0.3742017149925232,2.935436725616455,0.8926143646240234,0.17823095619678497,0.03223228454589844,9.13429069519043,0.06575342267751694,0.0031965903472155333
23,0.3839200437068939,2.8791615962982178,0.8897695541381836,0.18702372908592224,0.030767181888222694,9.235234260559082,0.07238605618476868,0.0035961640533059835
24,0.3966309726238251,2.8087072372436523,0.8930029273033142,0.19569309055805206,0.029168887063860893,9.330933570861816,0.0416666679084301,0.0022642514668405056
25,0.4057631194591522,2.741058349609375,0.896346390247345,0.20436245203018188,0.028236547484993935,9.388174057006836,0.04415584355592728,0.0022642514668405056
26,0.4139080047607422,2.684173583984375,0.896016538143158,0.21374140679836273,0.028369739651679993,9.490544319152832,0.07088607549667358,0.003729355288669467
27,0.42214542627334595,2.6382946968078613,0.8947760462760925,0.22247245907783508,0.02703782543540001,9.563433647155762,0.06997742503881454,0.004128929227590561
28,0.4328818619251251,2.579094648361206,0.8960577845573425,0.23351742327213287,0.031433138996362686,9.628026962280273,0.07079645991325378,0.004262120462954044
29,0.4407799243927002,2.5282981395721436,0.8990995287895203,0.24027396738529205,0.03303143382072449,9.722415924072266,0.09210526198148727,0.00652637192979455
30,0.4508376121520996,2.4787583351135254,0.8953956365585327,0.24718476831912994,0.032365478575229645,9.825923919677734,0.07933579385280609,0.005727224517613649
31,0.4624378979206085,2.423647880554199,0.8986515402793884,0.2590627074241638,0.0269046351313591,9.947509765625,0.0664505660533905,0.005460841581225395
32,0.4662635326385498,2.403594493865967,0.8967328667640686,0.26335111260414124,0.031566329300403595,9.99622631072998,0.05347593501210213,0.0039957379922270775
33,0.47530311346054077,2.34285831451416,0.8935049176216125,0.2720513343811035,0.030633989721536636,10.071548461914062,0.050215207040309906,0.004661694169044495
34,0.48449695110321045,2.302877902984619,0.8968417048454285,0.28297287225723267,0.02770378254354,10.141798973083496,0.06896551698446274,0.0061267982237041
35,0.48986518383026123,2.2606725692749023,0.9018037915229797,0.28843364119529724,0.030767181888222694,10.193535804748535,0.06314244121313095,0.005727224517613649
36,0.4948631823062897,2.2281806468963623,0.894219160079956,0.2973189651966095,0.028369739651679993,10.256683349609375,0.07057057321071625,0.006259989459067583
37,0.5059389472007751,2.186138153076172,0.9010799527168274,0.3063277006149292,0.03103356435894966,10.322997093200684,0.04940119758248329,0.004395311698317528
38,0.5125104188919067,2.1492385864257812,0.8943003416061401,0.3127140402793884,0.02783697471022606,10.534867286682129,0.05025125667452812,0.005327650345861912
39,0.5206552743911743,2.1025490760803223,0.9020215272903442,0.32351216673851013,0.03196590393781662,10.432486534118652,0.06367041170597076,0.006792754400521517
40,0.524480938911438,2.072115898132324,0.896875262260437,0.33029958605766296,0.030633989721536636,10.539868354797363,0.06699752062559128,0.007192328106611967
41,0.5312374830245972,2.0392653942108154,0.9004128575325012,0.33640822768211365,0.03303143382072449,10.627106666564941,0.06589595228433609,0.007591901812702417
42,0.5341683626174927,2.01973295211792,0.8989775776863098,0.3418073058128357,0.027304209768772125,10.717484474182129,0.05569007247686386,0.0061267982237041
43,0.5399993658065796,1.9795559644699097,0.9002400040626526,0.3471755087375641,0.030500799417495728,10.767905235290527,0.06907545030117035,0.008657432161271572
44,0.5447196960449219,1.9645510911941528,0.8995612859725952,0.3542405962944031,0.026771442964673042,10.793705940246582,0.054143644869327545,0.00652637192979455
45,0.5545614361763,1.927313208580017,0.9014158844947815,0.3692654073238373,0.02876931242644787,10.866731643676758,0.06256306916475296,0.008257858455181122
46,0.556227445602417,1.9039641618728638,0.8971729874610901,0.36716750264167786,0.02876931242644787,10.925694465637207,0.07202505320310593,0.009190197102725506
47,0.5616573691368103,1.8822921514511108,0.8998004794120789,0.3756825923919678,0.02876931242644787,11.013936042785645,0.052527256309986115,0.007059136871248484
48,0.5692777633666992,1.8465776443481445,0.9002607464790344,0.3834572434425354,0.02876931242644787,10.918274879455566,0.04959513992071152,0.00652637192979455
49,0.5725480318069458,1.8282252550125122,0.9022663831710815,0.38934993743896484,0.02783697471022606,11.038796424865723,0.07169117778539658,0.010388918220996857
50,0.5785332918167114,1.7933269739151,0.9021662473678589,0.3957362771034241,0.029035694897174835,11.16333293914795,0.050513699650764465,0.007858284749090672
51,0.5812174081802368,1.7816730737686157,0.8998066782951355,0.4020300507545471,0.02703782543540001,11.185982704162598,0.04987102374434471,0.007725093048065901
52,0.5866164565086365,1.754209041595459,0.8975144624710083,0.40662696957588196,0.03103356435894966,11.252925872802734,0.05906148999929428,0.00972296204417944
53,0.5947613716125488,1.715588092803955,0.906348466873169,0.41711658239364624,0.03036760725080967,11.338024139404297,0.055601660162210464,0.008923814631998539
54,0.5988337993621826,1.7050288915634155,0.9004661440849304,0.42313268780708313,0.02783697471022606,11.286218643188477,0.04987531155347824,0.007991475984454155
55,0.5972912311553955,1.6938203573226929,0.8981159329414368,0.4220837354660034,0.027437400072813034,11.391554832458496,0.04240554943680763,0.0073255193419754505
56,0.6028445363044739,1.6784948110580444,0.9032028913497925,0.431524395942688,0.024773575365543365,11.482613563537598,0.04264706000685692,0.007725093048065901
57,0.6089223623275757,1.654241681098938,0.8997778296470642,0.4373553693294525,0.02783697471022606,11.496676445007324,0.045689020305871964,0.008257858455181122
58,0.6135809421539307,1.624862790107727,0.903956949710846,0.44543856382369995,0.027171017602086067,11.601546287536621,0.04411764815449715,0.007991475984454155
59,0.6167895793914795,1.6088517904281616,0.9016879796981812,0.44991207122802734,0.0245071928948164,11.678019523620605,0.04947735369205475,0.009456579573452473
60,0.6159257292747498,1.6109992265701294,0.8985444903373718,0.4513929486274719,0.029168887063860893,11.647027969360352,0.05463347211480141,0.01052210945636034
61,0.6266621351242065,1.5700098276138306,0.9039565324783325,0.46169745922088623,0.03183271363377571,11.69890022277832,0.05969148129224777,0.011854022741317749
62,0.6244407892227173,1.5671354532241821,0.8968473076820374,0.4616357684135437,0.028369739651679993,11.749613761901855,0.047034766525030136,0.009190197102725506
63,0.6304569244384766,1.5585644245147705,0.899210512638092,0.46737420558929443,0.027304209768772125,11.756026268005371,0.04110559821128845,0.007725093048065901
64,0.6284824013710022,1.5472118854522705,0.8953959941864014,0.46981149911880493,0.02943526953458786,11.75964641571045,0.04683377221226692,0.009456579573452473
65,0.6365655660629272,1.5119622945785522,0.897989809513092,0.47962236404418945,0.024773575365543365,11.82634162902832,0.0383344367146492,0.007725093048065901
66,0.6391263008117676,1.4995626211166382,0.8992661237716675,0.48391076922416687,0.026638252660632133,11.954062461853027,0.04473850131034851,0.009456579573452473
67,0.640514612197876,1.4822547435760498,0.8995066285133362,0.4893406927585602,0.025439530611038208,11.959016799926758,0.04433497413992882,0.009589770808815956
68,0.6398358941078186,1.4976807832717896,0.8977820873260498,0.48829174041748047,0.0261054877191782,11.988466262817383,0.03894472494721413,0.008257858455181122
69,0.6485669612884521,1.4658501148223877,0.8987519145011902,0.495418518781662,0.027304209768772125,12.031739234924316,0.04575163498520851,0.010255726985633373
70,0.64751797914505,1.4530917406082153,0.9016968011856079,0.5000462532043457,0.027970165014266968,12.045476913452148,0.04742145910859108,0.010655300691723824
71,0.6474871039390564,1.465880274772644,0.8985273838043213,0.4988430440425873,0.027570592239499092,12.119156837463379,0.051575932651758194,0.011987213976681232
72,0.6549841165542603,1.4360384941101074,0.9032731652259827,0.5125412940979004,0.02876931242644787,12.105241775512695,0.04242081567645073,0.009989344514906406
73,0.6571128964424133,1.431671380996704,0.9022825956344604,0.5122019052505493,0.03223228454589844,12.175362586975098,0.04893138259649277,0.011587640270590782
74,0.6557554006576538,1.4056193828582764,0.897890567779541,0.5108444094657898,0.02597229555249214,12.256708145141602,0.044652700424194336,0.010788491927087307
75,0.6647332906723022,1.3846241235733032,0.8997974395751953,0.5208404064178467,0.025705913081765175,12.176902770996094,0.0416666679084301,0.010255726985633373
76,0.665597140789032,1.3850922584533691,0.8987014293670654,0.5252522230148315,0.02863612212240696,12.272430419921875,0.05129561200737953,0.012919552624225616
77,0.668466329574585,1.361992359161377,0.9009765982627869,0.5294172167778015,0.029302077367901802,12.294734954833984,0.04779411852359772,0.012120405212044716
78,0.6713047027587891,1.3612571954727173,0.9023825526237488,0.5293246507644653,0.03036760725080967,12.39674186706543,0.04338734969496727,0.011054874397814274
79,0.6699472665786743,1.3503015041351318,0.8997811079025269,0.5326566696166992,0.027304209768772125,12.422386169433594,0.04946131259202957,0.01345231756567955
80,0.6692993640899658,1.355190396308899,0.8998185992240906,0.535649299621582,0.030900372192263603,12.433395385742188,0.046883050352334976,0.012120405212044716
81,0.6774134039878845,1.3286875486373901,0.8993333578109741,0.5410483479499817,0.027570592239499092,12.427712440490723,0.048161573708057404,0.012386787682771683
82,0.6784932017326355,1.3255695104599,0.9013437032699585,0.5442878007888794,0.02956845983862877,12.511468887329102,0.0527116060256958,0.01385189127177
83,0.6791102290153503,1.3225117921829224,0.902458906173706,0.5469101667404175,0.030633989721536636,12.54947566986084,0.04432271048426628,0.011854022741317749
84,0.6784932017326355,1.3137080669403076,0.9009730219841003,0.5484836101531982,0.0269046351313591,12.603805541992188,0.039116427302360535,0.01132125686854124
85,0.6815783977508545,1.3000555038452148,0.8989006280899048,0.5524635314941406,0.02783697471022606,12.5855131149292,0.04724041000008583,0.01345231756567955
86,0.6862061619758606,1.2862606048583984,0.900324285030365,0.5567827820777893,0.02863612212240696,12.606831550598145,0.044629719108343124,0.012120405212044716
87,0.6864529848098755,1.2900587320327759,0.9007959961891174,0.558603048324585,0.027171017602086067,12.618945121765137,0.046335697174072266,0.0130527438595891
88,0.6876253485679626,1.2735686302185059,0.9014472961425781,0.5649585127830505,0.02623867802321911,12.698957443237305,0.03786816447973251,0.010788491927087307
89,0.6851880550384521,1.2792271375656128,0.8991342782974243,0.5607626438140869,0.025705913081765175,12.749201774597168,0.040071237832307816,0.011987213976681232
90,0.6930243968963623,1.2618834972381592,0.9042710065841675,0.5682904720306396,0.02770378254354,12.773476600646973,0.04390018433332443,0.01265317015349865
91,0.691389262676239,1.2525402307510376,0.9013215899467468,0.5681053996086121,0.02863612212240696,12.856220245361328,0.04361233487725258,0.013185935094952583
92,0.6908648014068604,1.2488270998001099,0.9009066224098206,0.5702341794967651,0.02863612212240696,12.79193115234375,0.03594470024108887,0.010388918220996857
93,0.6965723633766174,1.2330375909805298,0.9017056822776794,0.57085120677948,0.02623867802321911,12.7726411819458,0.03539426624774933,0.01052210945636034
94,0.7033597826957703,1.2028605937957764,0.9050107598304749,0.5822972059249878,0.02597229555249214,12.804009437561035,0.03942181169986725,0.011987213976681232
95,0.6991947889328003,1.2213184833526611,0.9012770652770996,0.5813408493995667,0.03129994496703148,12.796112060546875,0.047790803015232086,0.014118273742496967
96,0.6975287795066833,1.222238302230835,0.8999136090278625,0.5786567330360413,0.025439530611038208,12.859284400939941,0.03975535184144974,0.012120405212044716
97,0.703637421131134,1.2033828496932983,0.8987635374069214,0.5853207111358643,0.024640383198857307,12.941057205200195,0.04138513654470444,0.0130527438595891
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