Update acc_train.txt, train_loss_100epochs.png, accuracy_plot_100epochs.png,...

Update acc_train.txt, train_loss_100epochs.png, accuracy_plot_100epochs.png, loss.png, CNN.ipynb, attached.png, acc_valid.txt, CNN_old.ipynb, loss_valid.txt, loss_train.txt, loss_train_old.txt, loss_valid_old.txt files

acc_train.txt

+57.63447952270508,58.620113372802734,61.18721389770508,63.35337829589844,66.14321899414062,68.24813079833984,68.82726287841797,69.6681137084961,70.92103576660156,71.2718505859375,71.97905731201172,72.0180435180664,72.8477554321289,73.28766632080078,73.85565948486328,74.20091247558594,74.68537139892578,74.70207977294922,75.72669219970703,75.86033630371094,76.26127624511719,76.95177459716797,77.76478576660156,78.14344024658203,78.58335876464844,78.1768569946289,79.0733871459961,79.27942657470703,79.44648742675781,78.90633392333984,79.82514190673828,79.9476547241211,80.11470794677734,81.0446548461914,81.13375091552734,81.06136322021484,80.40984344482422,81.89664459228516,81.21171569824219,81.46229553222656,81.56253051757812,82.19178009033203,82.54259490966797,82.46463775634766,82.25859832763672,82.7430648803711,82.88784790039062,83.23309326171875,83.60618591308594,83.43356323242188,83.1941146850586,83.80108642578125,84.31896209716797,83.9570083618164,83.56163787841797,83.89018249511719,84.22429656982422,85.00389862060547,84.37464904785156,84.45260620117188,83.90689086914062,84.88695526123047,85.03173828125,85.09856414794922,85.43824005126953,86.14544677734375,85.88929748535156,85.60530090332031,85.79463195800781,85.70553588867188,85.5997314453125,86.20670318603516,86.26239013671875,86.69673156738281,86.94731903076172,86.84151458740234,87.11994171142578,87.38723754882812,86.9417495727539,87.29813385009766,87.08096313476562,88.06102752685547,87.55429077148438,87.9552230834961,87.74362182617188,88.2670669555664,88.03875732421875,88.0777359008789,88.84062194824219,88.97427368164062,88.66799926757812,88.37286376953125,87.93852233886719,88.6401596069336,88.92972564697266,88.56776428222656,88.36730194091797,89.08007049560547,89.38077545166016,89.64249420166016,

acc_valid.txt

+59.32400894165039,56.75990676879883,57.808860778808594,62.150352478027344,63.05361557006836,64.16084289550781,67.83216857910156,69.17249298095703,68.88111877441406,70.39627075195312,72.17366027832031,60.75175094604492,69.23077392578125,69.66783142089844,71.47435760498047,70.54196166992188,71.99883270263672,72.7272720336914,73.42657470703125,75.29137420654297,73.31002807617188,76.45687866210938,75.81584930419922,72.98950958251953,74.09674072265625,75.64102935791016,75.14569091796875,76.42774200439453,71.32867431640625,77.41841888427734,73.89277648925781,70.97901916503906,75.58275604248047,74.6212158203125,79.22494506835938,76.36946868896484,76.95221710205078,78.8170166015625,77.36013793945312,77.53496551513672,76.63170623779297,75.08741760253906,77.47669219970703,79.77855682373047,75.72843933105469,77.01049041748047,79.05011749267578,80.12820434570312,80.24475860595703,80.88578033447266,78.84615325927734,79.13752746582031,80.7109603881836,79.16667175292969,79.4871826171875,75.75757598876953,79.63286590576172,80.5361328125,78.11771392822266,77.91375732421875,80.97319793701172,79.42890930175781,79.72028350830078,79.72028350830078,77.36013793945312,82.2552490234375,77.85547637939453,82.51748657226562,78.52564239501953,76.8939437866211,80.76923370361328,82.98368835449219,79.45804595947266,81.81818389892578,80.59440612792969,83.24592590332031,82.7505874633789,77.79720306396484,81.06060791015625,80.27389526367188,82.19696807861328,82.89627075195312,81.87645721435547,82.37179565429688,80.3613052368164,82.634033203125,82.43006896972656,83.47901916503906,83.88694763183594,83.24592590332031,82.95454406738281,74.56294250488281,83.07109832763672,82.634033203125,84.38228607177734,80.85664367675781,78.05944061279297,82.83799743652344,81.00233459472656,83.42074584960938,

loss_train.txt

+0.9029228049877276,0.8856767352365514,0.8471003622346925,0.8119809344888158,0.7705369327628315,0.741771535623116,0.7327183050723263,0.7158604902198731,0.6923646768323043,0.6785714580707278,0.676262518105982,0.6698277538039082,0.6627295674272279,0.6527160725347512,0.6403792584281799,0.6318943491769007,0.6226259863461464,0.6235986035383468,0.603867971520619,0.5996408582370052,0.5935023639921192,0.5775027493830254,0.5658614781032253,0.5587423649546939,0.5468475903745648,0.5547165346209265,0.5380605110812442,0.5361319128887934,0.5231574617883065,0.538012137139395,0.5200198032624781,0.5140829452469255,0.5107236489706617,0.4948225080489688,0.48714314199639386,0.48779024150607,0.5009896781733028,0.4772794395685196,0.48806979586751437,0.4783191208154281,0.4732402967308976,0.4650362822694498,0.4605097197977249,0.45593101589599117,0.4556735833424054,0.4516571824873045,0.44326862740559086,0.44160879766601685,0.42966303054336125,0.4365461183135196,0.4393774249799735,0.4241394173764885,0.41579384702088784,0.4219729055607446,0.4344543345484657,0.42892047239208986,0.4104134016189711,0.3950271703488462,0.4049163169469486,0.4085990673467994,0.4266822505543453,0.4057566263842201,0.3956257048000008,0.3930586477827771,0.38868296031717514,0.3743342116103902,0.3814578014309932,0.3842689093348182,0.37951515866874375,0.37778037140855164,0.3850887486929889,0.3706632720379431,0.363397472170165,0.35750560526109676,0.35306707385171776,0.35285318319377523,0.3440603395771514,0.33785627478753544,0.34567932541286606,0.34494500493239677,0.3418734817835254,0.3200561340725931,0.3378799657247881,0.32990650342797256,0.33767457954002233,0.315956815653,0.3222351762999737,0.32136212186589574,0.3022051092098033,0.30220048422544027,0.3055765822171847,0.30953261457065456,0.3242695900840267,0.30310345478886175,0.29942518796148676,0.30434063478667966,0.3168919574058353,0.29728707446454894,0.28510440849480334,0.28271967525431535,
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loss_train_old.txt

+0.8441031010470529,0.8497029065653898,0.8115832861782848,0.7646360919419406,0.719308659920226,0.6882924675077632,0.6532480342556601,0.6339848736382049,0.6106657782380563,0.5946273674405571,0.5670546730575354,0.5607690397865962,0.5532481207417838,0.5381492998019077,0.5263509273906981,0.5081568959344557,0.508065088233654,0.49568649116849556,0.4950284741252013,0.4833472721494626,0.4815491572076428,0.4774224379950244,0.47000723394254845,0.4641701220062332,0.44393498013200966,0.45194079627053463,0.43756033331695676,0.43203936309378216,0.4270447193091546,0.42842536836700595,0.42243523628491425,0.41496449160942994,0.4083881352258765,0.40162385214606056,0.40554388316915085,0.40995896380880603,0.3954985524541226,0.3878848762453898,0.3920577052116826,0.39466455229220615,0.3875494974705836,0.38377476972190366,0.37667413472967304,0.38178481239879475,0.36876419488934503,0.37044498636184825,0.36230879056982807,0.3642571686321627,0.36602410338009184,0.3572306552146008,0.3604762159368914,0.3578577160268374,0.34325537194862316,0.3643265035327362,0.34488123731579684,0.3327634610991547,0.34904009547840426,0.3381150304677262,0.32971405522708874,0.339250985155071,0.3404549351097017,0.33967561034512694,0.33515092588799156,0.3294831759876747,0.33311509473276313,0.32233433610341256,0.32315585012480186,0.3126404246153391,0.31820504642024205,0.31651253203281027,0.32192365567375353,0.305074136548986,0.3147186248063825,0.30745019732326595,0.3091972486750371,0.30780382845820725,0.3116833662371273,0.300667689849987,0.3002038650970528,0.30369554264335963,0.28773324064019584,0.29643661152922374,0.29064890814513183,0.2886795782538104,0.2908970232432087,0.28397169749697915,0.31978519640161074,0.2970599836426909,0.2949577732808024,0.2793661203181398,0.3123172843504859,0.2924956642023787,0.2867284516291018,0.27161509993796545,0.2700741979347515,0.2816199139907848,0.28585991819483647,0.26357225005420437,0.2669716270039857,0.26669022520545166,
\ No newline at end of file

loss_valid.txt

+0.8944440715842776,0.9128290994299783,0.9120684911807379,0.8293078966714718,0.8124735769298341,0.8236339531011052,0.7604639452916605,0.7314019556398745,0.7229070735198481,0.7380137079291873,0.676862828709461,0.8797201442497747,0.7323361265438574,0.7401043899633266,0.6886368589820685,0.7204805187605046,0.7040614678903863,0.6673177524849221,0.6556077698866526,0.6324033361894114,0.6485145138921561,0.6033395292858282,0.6150209567061177,0.6809103475124748,0.6453374088914307,0.6095044458353961,0.6276791799399588,0.6042463669070491,0.6972870423837945,0.5839059344596333,0.6576835181978014,0.7197631487139949,0.6104853100798748,0.6035054706864886,0.5258092273164678,0.594145884944333,0.5729684631029764,0.5359699957900577,0.5759746941427389,0.5715127614913164,0.5820767724955523,0.6060397622210009,0.5849179564112866,0.5505736610955663,0.6444224847687615,0.594107069351055,0.5104974389628127,0.5294558451407485,0.5046062285977381,0.49573717942392387,0.542883567236088,0.52265090384969,0.5224103926232567,0.5424923496665778,0.5544744128430331,0.6630421954172628,0.5150271084297586,0.5091825410447739,0.5659814819141671,0.6131980065946225,0.5203534404712694,0.5222419394111192,0.5357174716751885,0.5213135158022245,0.5845458168122504,0.47417158150562533,0.6384360061751472,0.48013403570210494,0.5551777308185896,0.6369037684743051,0.5161193176000206,0.4723347807648005,0.5204819073831594,0.4980683869647759,0.5271965176970871,0.46226683879892033,0.4683791854315334,0.5578625021433389,0.48196811063422096,0.4852829767322099,0.4769098451016126,0.4822914483094657,0.496175997649078,0.4860944132562037,0.5501075481513032,0.43915262694160145,0.5052717746821819,0.48401865404513145,0.46346047189500594,0.5105993631123392,0.5244620022950349,1.0839747182197041,0.45126490432907035,0.47017240883023653,0.4341367942591508,0.46439169802599484,0.6083490194545852,0.4969119317829609,0.5444494509310635,0.47462088207679765,
\ No newline at end of file

loss_valid_old.txt

+0.8674659265412225,0.858217479178199,0.8849059243996938,0.7732666281086428,0.7553680486701153,0.7712281315966889,0.6456847621334924,0.6636026140164446,0.6464473497536447,0.6138652024997605,0.6630741401954934,0.6868172595622363,0.6112280119624403,0.5809305067415591,0.5705836318709232,0.5947056367165513,0.5841603911033383,0.5833484555284182,0.5582468676622268,0.5394910522909077,0.5768332649712209,0.5272311384755152,0.5224805935113518,0.5676913777435267,0.5637580210136043,0.5722048529596241,0.5721317226136172,0.5327197342283196,0.5241014608354481,0.5545626297869064,0.5789179211413419,0.6381655058099164,0.6047858819365501,0.5051082772789178,0.5353965535070058,0.5032828458481364,0.52293625542963,0.5478894364226747,0.569466141362985,0.5664596587971404,0.5089240012069544,0.5031804796653213,0.5074075361092886,0.49775540945982494,0.49973885732254497,0.49891040025761835,0.5088043982783953,0.5234297762314478,0.5290909115638998,0.5501965762598923,0.5543567792133048,0.4903783861685682,0.5274432320147753,0.5330567766946775,0.527078941050503,0.5486167269172492,0.511558510363102,0.5387480808077035,0.5009127659378229,0.5604935434681398,0.5344267963535256,0.47556024444875894,0.4781123712244961,0.5586284661182651,0.49362038600224034,0.4850667109368024,0.5388349147030601,0.5314383802038652,0.5445920531810434,0.5347450921932856,0.5099611518283685,0.45728773844462856,0.5727233766681619,0.5070217447010456,0.4620397361340346,0.507594204335301,0.5185853809946113,0.47204770768682164,0.5617581164395368,0.5066448463885872,0.6637866491520846,0.4840451491375764,0.49376404088818365,0.5022408930515802,0.5062403042835218,0.5060996104169775,0.483770119647185,0.491223679786479,0.5039577412384527,0.46893033336985995,0.5174671373916445,0.5316194277946595,0.5071840846428165,0.5141122157650965,0.4986010122768305,0.48562143922404005,0.526746118993119,0.5276217797288189,0.5089392931786952,0.49559183460142875,
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