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xor_gpu_100.txt
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xor_gpu_100.txt
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Epoch 0 loss 6.84792037019552 correct 30
Time for epoch 1 : 3.030766487121582
Epoch 1 loss 5.958887519910848 correct 28
Time for epoch 2 : 2.377556085586548
Epoch 2 loss 5.5366934938912316 correct 30
Time for epoch 3 : 1.7236723899841309
Epoch 3 loss 7.076385166401211 correct 37
Time for epoch 4 : 1.3965568542480469
Epoch 4 loss 5.271456358974202 correct 37
Time for epoch 5 : 1.3510937690734863
Epoch 5 loss 6.710451486266763 correct 37
Time for epoch 6 : 1.3901379108428955
Epoch 6 loss 5.547017098916161 correct 33
Time for epoch 7 : 1.4599945545196533
Epoch 7 loss 6.147979615133127 correct 31
Time for epoch 8 : 1.385685920715332
Epoch 8 loss 5.292133976284297 correct 41
Time for epoch 9 : 1.3988237380981445
Epoch 9 loss 5.959795129203338 correct 37
Time for epoch 10 : 1.974299669265747
Epoch 10 loss 5.382136088459066 correct 38
Time for epoch 11 : 2.1093339920043945
Epoch 11 loss 5.0658583726701165 correct 41
Time for epoch 12 : 2.1655499935150146
Epoch 12 loss 6.022636024398154 correct 42
Time for epoch 13 : 2.345320701599121
Epoch 13 loss 5.895882698702222 correct 43
Time for epoch 14 : 2.4112772941589355
Epoch 14 loss 10.343325321653037 correct 33
Time for epoch 15 : 2.3765060901641846
Epoch 15 loss 5.9279579829642675 correct 42
Time for epoch 16 : 2.48820161819458
Epoch 16 loss 8.045478906603865 correct 39
Time for epoch 17 : 1.4257493019104004
Epoch 17 loss 4.802388271399034 correct 43
Time for epoch 18 : 1.3817722797393799
Epoch 18 loss 5.162890266767231 correct 35
Time for epoch 19 : 1.3867504596710205
Epoch 19 loss 4.307816508947594 correct 43
Time for epoch 20 : 1.4667861461639404
Epoch 20 loss 4.77563815138542 correct 42
Time for epoch 21 : 1.3821544647216797
Epoch 21 loss 4.676385781002446 correct 44
Time for epoch 22 : 1.3795075416564941
Epoch 22 loss 3.49423016903047 correct 44
Time for epoch 23 : 1.443493127822876
Epoch 23 loss 7.5282019852221085 correct 37
Time for epoch 24 : 2.063028573989868
Epoch 24 loss 3.5362448366251376 correct 44
Time for epoch 25 : 2.1586170196533203
Epoch 25 loss 4.867160947823039 correct 44
Time for epoch 26 : 2.179668426513672
Epoch 26 loss 3.6194345211805334 correct 44
Time for epoch 27 : 2.350062131881714
Epoch 27 loss 6.117852124029768 correct 37
Time for epoch 28 : 2.3473458290100098
Epoch 28 loss 5.069228240396247 correct 43
Time for epoch 29 : 2.3546884059906006
Epoch 29 loss 4.8894533611910616 correct 42
Time for epoch 30 : 2.2580220699310303
Epoch 30 loss 3.9749305937695585 correct 41
Time for epoch 31 : 1.3556809425354004
Epoch 31 loss 4.77282823093675 correct 44
Time for epoch 32 : 1.3694324493408203
Epoch 32 loss 4.036540074539077 correct 43
Time for epoch 33 : 1.3784589767456055
Epoch 33 loss 5.736477986362794 correct 44
Time for epoch 34 : 1.384411334991455
Epoch 34 loss 4.254414477631704 correct 41
Time for epoch 35 : 1.4311811923980713
Epoch 35 loss 3.3953487605154478 correct 42
Time for epoch 36 : 1.3954341411590576
Epoch 36 loss 3.7253580177759327 correct 42
Time for epoch 37 : 1.5677490234375
Epoch 37 loss 4.122123790530059 correct 41
Time for epoch 38 : 2.050515651702881
Epoch 38 loss 3.6817214909068436 correct 44
Time for epoch 39 : 2.1732919216156006
Epoch 39 loss 2.7343629250179657 correct 43
Time for epoch 40 : 2.1725106239318848
Epoch 40 loss 5.077852474652141 correct 43
Time for epoch 41 : 2.3258509635925293
Epoch 41 loss 2.8989575535395007 correct 42
Time for epoch 42 : 2.3431191444396973
Epoch 42 loss 4.9337991493918985 correct 43
Time for epoch 43 : 2.347144842147827
Epoch 43 loss 5.528795168857878 correct 42
Time for epoch 44 : 2.097292423248291
Epoch 44 loss 2.935801811846664 correct 43
Time for epoch 45 : 1.3770952224731445
Epoch 45 loss 4.178596734821541 correct 44
Time for epoch 46 : 1.4119935035705566
Epoch 46 loss 2.5030837195252755 correct 44
Time for epoch 47 : 1.3933031558990479
Epoch 47 loss 4.498418434729332 correct 43
Time for epoch 48 : 1.4484915733337402
Epoch 48 loss 3.3020310290387256 correct 44
Time for epoch 49 : 1.4412357807159424
Epoch 49 loss 3.059586496905621 correct 43
Time for epoch 50 : 1.3934118747711182
Epoch 50 loss 2.9706113644184247 correct 44
Time for epoch 51 : 1.7644224166870117
Epoch 51 loss 3.1735620362545185 correct 47
Time for epoch 52 : 2.1514387130737305
Epoch 52 loss 4.810217772624825 correct 46
Time for epoch 53 : 2.029496908187866
Epoch 53 loss 4.518415067042666 correct 43
Time for epoch 54 : 2.3032326698303223
Epoch 54 loss 2.8327216022803703 correct 42
Time for epoch 55 : 2.340526819229126
Epoch 55 loss 1.3646558238691617 correct 42
Time for epoch 56 : 2.450273036956787
Epoch 56 loss 3.168053152779737 correct 46
Time for epoch 57 : 2.375687837600708
Epoch 57 loss 3.7829573390393962 correct 44
Time for epoch 58 : 1.7246043682098389
Epoch 58 loss 4.857204882341385 correct 44
Time for epoch 59 : 1.3915660381317139
Epoch 59 loss 3.1571635683909074 correct 44
Time for epoch 60 : 1.380361557006836
Epoch 60 loss 2.5097575556664204 correct 44
Time for epoch 61 : 1.4289090633392334
Epoch 61 loss 2.002293970016211 correct 44
Time for epoch 62 : 1.3985404968261719
Epoch 62 loss 4.5345843815023805 correct 43
Time for epoch 63 : 1.4377286434173584
Epoch 63 loss 2.499827962804262 correct 46
Time for epoch 64 : 1.3749275207519531
Epoch 64 loss 4.118337499771608 correct 44
Time for epoch 65 : 2.0324013233184814
Epoch 65 loss 2.376705472564529 correct 44
Time for epoch 66 : 2.0483155250549316
Epoch 66 loss 2.0145660496359326 correct 44
Time for epoch 67 : 2.0711357593536377
Epoch 67 loss 4.643697838788468 correct 43
Time for epoch 68 : 2.3537745475769043
Epoch 68 loss 4.153251328876859 correct 45
Time for epoch 69 : 2.3598086833953857
Epoch 69 loss 4.044423496417072 correct 45
Time for epoch 70 : 2.300598621368408
Epoch 70 loss 3.958869466408526 correct 43
Time for epoch 71 : 2.3364388942718506
Epoch 71 loss 4.534195163965846 correct 43
Time for epoch 72 : 1.4836828708648682
Epoch 72 loss 3.045233811212549 correct 42
Time for epoch 73 : 1.3817203044891357
Epoch 73 loss 3.178057964351836 correct 44
Time for epoch 74 : 1.4369568824768066
Epoch 74 loss 1.1302409250374423 correct 44
Time for epoch 75 : 1.6368608474731445
Epoch 75 loss 2.4682216894296998 correct 42
Time for epoch 76 : 1.3929424285888672
Epoch 76 loss 1.6708588086152525 correct 45
Time for epoch 77 : 1.3894374370574951
Epoch 77 loss 2.0382473062654753 correct 44
Time for epoch 78 : 1.5373258590698242
Epoch 78 loss 2.9689715068430327 correct 44
Time for epoch 79 : 2.140345573425293
Epoch 79 loss 3.2345555925737424 correct 45
Time for epoch 80 : 2.0990190505981445
Epoch 80 loss 1.8581915464920744 correct 44
Time for epoch 81 : 2.239074945449829
Epoch 81 loss 2.636332018625602 correct 44
Time for epoch 82 : 2.4044692516326904
Epoch 82 loss 3.1056309067251173 correct 44
Time for epoch 83 : 2.463823080062866
Epoch 83 loss 1.3333959601650847 correct 45
Time for epoch 84 : 2.3734848499298096
Epoch 84 loss 2.192309760615532 correct 43
Time for epoch 85 : 2.0331308841705322
Epoch 85 loss 2.6571899600526443 correct 45
Time for epoch 86 : 1.377779245376587
Epoch 86 loss 1.7924912943124454 correct 42
Time for epoch 87 : 1.4227652549743652
Epoch 87 loss 1.9195960827509446 correct 45
Time for epoch 88 : 1.395371913909912
Epoch 88 loss 3.4767005941490803 correct 44
Time for epoch 89 : 1.3902807235717773
Epoch 89 loss 1.3572525179859076 correct 45
Time for epoch 90 : 1.3810055255889893
Epoch 90 loss 4.288196147841299 correct 44
Time for epoch 91 : 1.3846042156219482
Epoch 91 loss 1.7323515149062239 correct 44
Time for epoch 92 : 1.8044407367706299
Epoch 92 loss 3.8679313047804054 correct 45
Time for epoch 93 : 2.051687240600586
Epoch 93 loss 2.4089178939698073 correct 47
Time for epoch 94 : 2.034884452819824
Epoch 94 loss 1.4671911744986355 correct 44
Time for epoch 95 : 2.2315735816955566
Epoch 95 loss 2.1708901166965173 correct 43
Time for epoch 96 : 2.436535120010376
Epoch 96 loss 1.8778478945924573 correct 44
Time for epoch 97 : 2.3168630599975586
Epoch 97 loss 4.8279041363133155 correct 45
Time for epoch 98 : 2.314939022064209
Epoch 98 loss 5.215387718465433 correct 44
Time for epoch 99 : 1.8823578357696533
Epoch 99 loss 2.8128064669170625 correct 47
Time for epoch 100 : 1.3833107948303223
Epoch 100 loss 1.7438116344967138 correct 43
Time for epoch 101 : 1.430152416229248
Epoch 101 loss 4.25915734296761 correct 47
Time for epoch 102 : 1.396569013595581
Epoch 102 loss 2.794240820344266 correct 45
Time for epoch 103 : 1.3381125926971436
Epoch 103 loss 3.119893793503597 correct 48
Time for epoch 104 : 1.342714548110962
Epoch 104 loss 4.499572838270024 correct 44
Time for epoch 105 : 1.4375336170196533
Epoch 105 loss 1.9176781593183765 correct 45
Time for epoch 106 : 1.7629432678222656
Epoch 106 loss 4.276455335943337 correct 46
Time for epoch 107 : 2.058624744415283
Epoch 107 loss 2.136812391471355 correct 44
Time for epoch 108 : 2.060426950454712
Epoch 108 loss 4.453445537979754 correct 45
Time for epoch 109 : 2.270933151245117
Epoch 109 loss 3.301661525692695 correct 43
Time for epoch 110 : 2.4633684158325195
Epoch 110 loss 2.2678920521880515 correct 49
Time for epoch 111 : 2.3766281604766846
Epoch 111 loss 3.345305736818147 correct 46
Time for epoch 112 : 2.389796257019043
Epoch 112 loss 2.7575018270119536 correct 45
Time for epoch 113 : 1.7146470546722412
Epoch 113 loss 2.5346058331693673 correct 45
Time for epoch 114 : 1.4334545135498047
Epoch 114 loss 3.3041816407879283 correct 47
Time for epoch 115 : 1.3579602241516113
Epoch 115 loss 3.219199544126408 correct 45
Time for epoch 116 : 1.3604862689971924
Epoch 116 loss 4.6443838730304 correct 43
Time for epoch 117 : 1.3522136211395264
Epoch 117 loss 4.448313680333959 correct 44
Time for epoch 118 : 1.4263865947723389
Epoch 118 loss 4.404193194343867 correct 45
Time for epoch 119 : 1.36301589012146
Epoch 119 loss 1.1667486684582598 correct 46
Time for epoch 120 : 1.8354570865631104
Epoch 120 loss 3.0080278841343446 correct 45
Time for epoch 121 : 2.0981383323669434
Epoch 121 loss 1.3208946921584814 correct 47
Time for epoch 122 : 2.1508235931396484
Epoch 122 loss 1.488266537928498 correct 47
Time for epoch 123 : 2.302107334136963
Epoch 123 loss 3.719319529186398 correct 45
Time for epoch 124 : 2.320260763168335
Epoch 124 loss 2.1191737654745277 correct 47
Time for epoch 125 : 2.3264105319976807
Epoch 125 loss 2.529681308171886 correct 43
Time for epoch 126 : 2.3800017833709717
Epoch 126 loss 1.2436785825882073 correct 44
Time for epoch 127 : 1.7291066646575928
Epoch 127 loss 1.9936181813033227 correct 47
Time for epoch 128 : 1.3857395648956299
Epoch 128 loss 2.566877081896931 correct 45
Time for epoch 129 : 1.383066177368164
Epoch 129 loss 2.4398532631533087 correct 45
Time for epoch 130 : 1.3654820919036865
Epoch 130 loss 3.9189504178058194 correct 45
Time for epoch 131 : 1.4283294677734375
Epoch 131 loss 1.6287350500182385 correct 44
Time for epoch 132 : 1.3605432510375977
Epoch 132 loss 2.335397862607491 correct 48
Time for epoch 133 : 1.3604345321655273
Epoch 133 loss 1.283938579095822 correct 47
Time for epoch 134 : 1.925034999847412
Epoch 134 loss 1.334658605955516 correct 46
Time for epoch 135 : 2.0203118324279785
Epoch 135 loss 2.9612812633079595 correct 44
Time for epoch 136 : 2.002206325531006
Epoch 136 loss 2.3653363443825213 correct 45
Time for epoch 137 : 2.3119125366210938
Epoch 137 loss 2.493031875444396 correct 48
Time for epoch 138 : 2.308061122894287
Epoch 138 loss 4.33997644316589 correct 43
Time for epoch 139 : 2.3785336017608643
Epoch 139 loss 1.402219289518095 correct 45
Time for epoch 140 : 2.452457904815674
Epoch 140 loss 4.496193017264513 correct 46
Time for epoch 141 : 1.4764528274536133
Epoch 141 loss 1.7621446418840652 correct 45
Time for epoch 142 : 1.4345300197601318
Epoch 142 loss 1.723406796715636 correct 49
Time for epoch 143 : 1.3623366355895996
Epoch 143 loss 2.4466891969632627 correct 48
Time for epoch 144 : 1.434204339981079
Epoch 144 loss 2.3956292403302415 correct 43
Time for epoch 145 : 1.362764596939087
Epoch 145 loss 1.930758761857802 correct 47
Time for epoch 146 : 1.3530395030975342
Epoch 146 loss 2.0662262180433326 correct 47
Time for epoch 147 : 1.3876733779907227
Epoch 147 loss 1.8796680833065191 correct 46
Time for epoch 148 : 1.9847395420074463
Epoch 148 loss 2.032462878215912 correct 47
Time for epoch 149 : 2.1038012504577637
Epoch 149 loss 1.974946868615199 correct 44
Time for epoch 150 : 2.0696370601654053
Epoch 150 loss 2.0252548560366925 correct 46
Time for epoch 151 : 2.3105859756469727
Epoch 151 loss 1.3171844358363913 correct 47
Time for epoch 152 : 2.3511738777160645
Epoch 152 loss 1.8479073948153926 correct 44
Time for epoch 153 : 2.4351298809051514
Epoch 153 loss 2.849988472336098 correct 48
Time for epoch 154 : 2.29062557220459
Epoch 154 loss 1.8219587997218927 correct 48
Time for epoch 155 : 1.4139173030853271
Epoch 155 loss 1.5669799610560886 correct 43
Time for epoch 156 : 1.3335726261138916
Epoch 156 loss 1.0264210187696143 correct 45
Time for epoch 157 : 1.3472485542297363
Epoch 157 loss 3.4286957152720996 correct 45
Time for epoch 158 : 1.4074153900146484
Epoch 158 loss 1.3549287827061929 correct 48
Time for epoch 159 : 1.347998857498169
Epoch 159 loss 1.1055839380802992 correct 47
Time for epoch 160 : 1.3365514278411865
Epoch 160 loss 1.6202175114452702 correct 47
Time for epoch 161 : 1.3292014598846436
Epoch 161 loss 2.748046436742224 correct 46
Time for epoch 162 : 1.9997141361236572
Epoch 162 loss 3.1026779136632183 correct 47
Time for epoch 163 : 2.0117053985595703
Epoch 163 loss 4.311804716470183 correct 47
Time for epoch 164 : 1.994964361190796
Epoch 164 loss 1.3716970524945429 correct 46
Time for epoch 165 : 2.3097217082977295
Epoch 165 loss 3.1622991207733517 correct 46
Time for epoch 166 : 2.2944390773773193
Epoch 166 loss 1.2930751982411484 correct 47
Time for epoch 167 : 2.3841450214385986
Epoch 167 loss 0.535385111815906 correct 46
Time for epoch 168 : 2.3424503803253174
Epoch 168 loss 0.7376070623442383 correct 46
Time for epoch 169 : 1.5081112384796143
Epoch 169 loss 0.8676894777369418 correct 47
Time for epoch 170 : 1.3585925102233887
Epoch 170 loss 2.300043231836976 correct 47
Time for epoch 171 : 1.407423973083496
Epoch 171 loss 2.7806141567584 correct 48
Time for epoch 172 : 1.384587287902832
Epoch 172 loss 1.5844784443208084 correct 48
Time for epoch 173 : 1.3508715629577637
Epoch 173 loss 3.002115598798457 correct 47
Time for epoch 174 : 1.3704442977905273
Epoch 174 loss 2.4425655717176804 correct 47
Time for epoch 175 : 1.3581469058990479
Epoch 175 loss 0.8831000829548571 correct 48
Time for epoch 176 : 1.9788682460784912
Epoch 176 loss 1.9365329481349005 correct 47
Time for epoch 177 : 2.0909435749053955
Epoch 177 loss 2.2362514495360344 correct 47
Time for epoch 178 : 2.0336403846740723
Epoch 178 loss 2.3438442253792866 correct 47
Time for epoch 179 : 2.341193437576294
Epoch 179 loss 1.2318385649875847 correct 47
Time for epoch 180 : 2.371983051300049
Epoch 180 loss 1.27181195838618 correct 47
Time for epoch 181 : 2.338991403579712
Epoch 181 loss 1.8037069258243665 correct 43
Time for epoch 182 : 2.3325271606445312
Epoch 182 loss 2.8641730550409816 correct 49
Time for epoch 183 : 1.4934654235839844
Epoch 183 loss 2.138281471413767 correct 44
Time for epoch 184 : 1.3975987434387207
Epoch 184 loss 1.6274178474040206 correct 48
Time for epoch 185 : 1.3662889003753662
Epoch 185 loss 2.3639939881735645 correct 48
Time for epoch 186 : 1.3873443603515625
Epoch 186 loss 2.445447084307663 correct 46
Time for epoch 187 : 1.3627793788909912
Epoch 187 loss 1.4609836896600428 correct 44
Time for epoch 188 : 1.3980967998504639
Epoch 188 loss 1.5334057504362164 correct 48
Time for epoch 189 : 1.3543682098388672
Epoch 189 loss 1.9359032288216182 correct 47
Time for epoch 190 : 1.9481303691864014
Epoch 190 loss 2.967372690253644 correct 44
Time for epoch 191 : 2.0567944049835205
Epoch 191 loss 1.8010388489697722 correct 47
Time for epoch 192 : 2.0546252727508545
Epoch 192 loss 1.2682575998018426 correct 44
Time for epoch 193 : 2.445476531982422
Epoch 193 loss 2.298838970770041 correct 46
Time for epoch 194 : 2.34873104095459
Epoch 194 loss 1.57059327083076 correct 46
Time for epoch 195 : 2.3212897777557373
Epoch 195 loss 1.7573049309557713 correct 47
Time for epoch 196 : 2.319899082183838
Epoch 196 loss 0.4713154045244822 correct 48
Time for epoch 197 : 1.4835119247436523
Epoch 197 loss 0.799707535504535 correct 46
Time for epoch 198 : 1.3430323600769043
Epoch 198 loss 3.1542302021160062 correct 47
Time for epoch 199 : 1.3493282794952393
Epoch 199 loss 5.1809120653188865 correct 45
Time for epoch 200 : 1.3532204627990723
Epoch 200 loss 3.0386961845996656 correct 47
Time for epoch 201 : 1.3794605731964111
Epoch 201 loss 2.3067332587877427 correct 47
Time for epoch 202 : 1.3763325214385986
Epoch 202 loss 1.9935463824129032 correct 47
Time for epoch 203 : 1.3627023696899414
Epoch 203 loss 1.6466037027297487 correct 47
Time for epoch 204 : 2.0381908416748047
Epoch 204 loss 2.0238367509203496 correct 48
Time for epoch 205 : 2.067416191101074
Epoch 205 loss 2.9344361245087733 correct 48
Time for epoch 206 : 2.158539056777954
Epoch 206 loss 2.61781728448679 correct 46
Time for epoch 207 : 2.3187527656555176
Epoch 207 loss 0.3034804985174189 correct 47
Time for epoch 208 : 2.352567434310913
Epoch 208 loss 1.5509970339598524 correct 47
Time for epoch 209 : 2.337340831756592
Epoch 209 loss 2.322683083186633 correct 48
Time for epoch 210 : 2.408621311187744
Epoch 210 loss 1.4774651975894972 correct 46
Time for epoch 211 : 1.4224786758422852
Epoch 211 loss 0.7736226128547716 correct 46
Time for epoch 212 : 1.3529915809631348
Epoch 212 loss 1.7788390834174068 correct 48
Time for epoch 213 : 1.3807382583618164
Epoch 213 loss 0.41933322910108684 correct 47
Time for epoch 214 : 1.3810741901397705
Epoch 214 loss 0.5974810225307121 correct 49
Time for epoch 215 : 1.4104163646697998
Epoch 215 loss 3.1190916908286836 correct 45
Time for epoch 216 : 1.3922367095947266
Epoch 216 loss 1.7202772262355723 correct 48
Time for epoch 217 : 1.3704304695129395
Epoch 217 loss 1.362083509666733 correct 48
Time for epoch 218 : 2.1211423873901367
Epoch 218 loss 0.23298647806309927 correct 48
Time for epoch 219 : 2.1923980712890625
Epoch 219 loss 3.2205815623579563 correct 48
Time for epoch 220 : 2.1018285751342773
Epoch 220 loss 2.048929781253367 correct 45
Time for epoch 221 : 2.311131238937378
Epoch 221 loss 3.831588139004138 correct 45
Time for epoch 222 : 2.3199663162231445
Epoch 222 loss 1.5815333065294093 correct 48
Time for epoch 223 : 2.295423984527588
Epoch 223 loss 1.8638504268411413 correct 49
Time for epoch 224 : 2.418445348739624
Epoch 224 loss 1.6246971215593078 correct 49
Time for epoch 225 : 1.325678825378418
Epoch 225 loss 0.6873111117112436 correct 48
Time for epoch 226 : 1.3480002880096436
Epoch 226 loss 1.3487725816874878 correct 48
Time for epoch 227 : 1.340592622756958
Epoch 227 loss 1.3102947585909739 correct 48
Time for epoch 228 : 1.4245543479919434
Epoch 228 loss 2.304938911530167 correct 46
Time for epoch 229 : 1.3904945850372314
Epoch 229 loss 3.1252704289963527 correct 44
Time for epoch 230 : 1.365802526473999
Epoch 230 loss 1.3565380378268457 correct 46
Time for epoch 231 : 1.388700008392334
Epoch 231 loss 0.9332905994406033 correct 45
Time for epoch 232 : 2.0434563159942627
Epoch 232 loss 1.4834949681577558 correct 48
Time for epoch 233 : 2.128706693649292
Epoch 233 loss 1.7499475956258752 correct 47
Time for epoch 234 : 2.1157522201538086
Epoch 234 loss 2.394002992754068 correct 47
Time for epoch 235 : 2.3714981079101562
Epoch 235 loss 1.1571426997425247 correct 49
Time for epoch 236 : 2.3591554164886475
Epoch 236 loss 1.687192922116878 correct 49
Time for epoch 237 : 2.4406018257141113
Epoch 237 loss 0.9211598523326612 correct 45
Time for epoch 238 : 2.3031373023986816
Epoch 238 loss 1.8594211760436847 correct 48
Time for epoch 239 : 1.4201033115386963
Epoch 239 loss 0.598198049589316 correct 49
Time for epoch 240 : 1.3876657485961914
Epoch 240 loss 0.7651785220809839 correct 48
Time for epoch 241 : 1.3739428520202637
Epoch 241 loss 2.4542623992224133 correct 44
Time for epoch 242 : 1.4342942237854004
Epoch 242 loss 0.9016233522806244 correct 45
Time for epoch 243 : 1.34989333152771
Epoch 243 loss 1.1742426213180168 correct 47
Time for epoch 244 : 1.342064619064331
Epoch 244 loss 1.8845338858298657 correct 49
Time for epoch 245 : 1.4501962661743164
Epoch 245 loss 0.7972565207045396 correct 47
Time for epoch 246 : 2.0883073806762695
Epoch 246 loss 0.9441903642797905 correct 48
Time for epoch 247 : 2.01076340675354
Epoch 247 loss 1.437772108124751 correct 47
Time for epoch 248 : 2.080734968185425
Epoch 248 loss 0.8536968048752206 correct 47
Time for epoch 249 : 2.3336007595062256
Epoch 249 loss 2.6041668187019935 correct 47
Time for epoch 250 : 2.3846781253814697
Epoch 250 loss 1.2968238352332233 correct 46
Time for epoch 251 : 2.3021392822265625
Epoch 251 loss 0.9937314754181832 correct 48
Time for epoch 252 : 2.2070348262786865
Epoch 252 loss 1.4231719533486253 correct 47
Time for epoch 253 : 1.3382158279418945
Epoch 253 loss 1.82697949817076 correct 47
Time for epoch 254 : 1.3770668506622314
Epoch 254 loss 1.2613988154066065 correct 47
Time for epoch 255 : 1.343456506729126
Epoch 255 loss 1.9477374985416223 correct 48
Time for epoch 256 : 1.338484525680542
Epoch 256 loss 1.1484802224630901 correct 46
Time for epoch 257 : 1.364649772644043
Epoch 257 loss 1.030663932559599 correct 48
Time for epoch 258 : 1.3989157676696777
Epoch 258 loss 3.4376331164414626 correct 46
Time for epoch 259 : 1.4956867694854736
Epoch 259 loss 2.0379023573394215 correct 47
Time for epoch 260 : 2.0235750675201416
Epoch 260 loss 0.2808417566252801 correct 44
Time for epoch 261 : 2.044900894165039
Epoch 261 loss 1.3777427721920268 correct 48
Time for epoch 262 : 2.1763365268707275
Epoch 262 loss 0.8062448668137212 correct 47
Time for epoch 263 : 2.3848204612731934
Epoch 263 loss 2.1436603453435685 correct 48
Time for epoch 264 : 2.3152217864990234
Epoch 264 loss 2.7045674764280005 correct 47
Time for epoch 265 : 2.3339054584503174
Epoch 265 loss 1.394958704685104 correct 50
Time for epoch 266 : 2.210584878921509
Epoch 266 loss 1.6358629029117906 correct 46
Time for epoch 267 : 1.3479461669921875
Epoch 267 loss 1.5989492926290514 correct 50
Time for epoch 268 : 1.3438358306884766
Epoch 268 loss 0.9418952484269891 correct 48
Time for epoch 269 : 1.3405201435089111
Epoch 269 loss 1.2125067564146885 correct 46
Time for epoch 270 : 1.35410737991333
Epoch 270 loss 1.6320300973755524 correct 47
Time for epoch 271 : 1.337282657623291
Epoch 271 loss 2.0899594815356766 correct 47
Time for epoch 272 : 1.4287526607513428
Epoch 272 loss 2.1260466250266834 correct 48
Time for epoch 273 : 1.4652073383331299
Epoch 273 loss 0.6889101790654583 correct 47
Time for epoch 274 : 2.0660300254821777
Epoch 274 loss 3.920331566178997 correct 47
Time for epoch 275 : 2.0048084259033203
Epoch 275 loss 0.6513789822594255 correct 48
Time for epoch 276 : 2.136486768722534
Epoch 276 loss 0.4691695048976134 correct 47
Time for epoch 277 : 2.2909157276153564
Epoch 277 loss 1.421162170683322 correct 49
Time for epoch 278 : 2.3014261722564697
Epoch 278 loss 1.7504495200636643 correct 48
Time for epoch 279 : 2.313990592956543
Epoch 279 loss 0.6652435048924116 correct 49
Time for epoch 280 : 2.2793407440185547
Epoch 280 loss 1.1092627335411815 correct 49
Time for epoch 281 : 1.4415366649627686
Epoch 281 loss 2.323168404728842 correct 49
Time for epoch 282 : 1.3614423274993896
Epoch 282 loss 1.3761453970193211 correct 49
Time for epoch 283 : 1.3388335704803467
Epoch 283 loss 1.3950696864869712 correct 50
Time for epoch 284 : 1.335801124572754
Epoch 284 loss 2.483158450103805 correct 49
Time for epoch 285 : 1.3949134349822998
Epoch 285 loss 0.3812423253094883 correct 46
Time for epoch 286 : 1.3478238582611084
Epoch 286 loss 0.5178880189361789 correct 48
Time for epoch 287 : 1.3188035488128662
Epoch 287 loss 1.8856227453472183 correct 48
Time for epoch 288 : 1.9757139682769775
Epoch 288 loss 1.5385435207841052 correct 48
Time for epoch 289 : 1.9497442245483398
Epoch 289 loss 1.3945901896950599 correct 45
Time for epoch 290 : 2.136025905609131
Epoch 290 loss 2.364635052399148 correct 49
Time for epoch 291 : 2.310068130493164
Epoch 291 loss 1.2402874786991027 correct 47
Time for epoch 292 : 2.3308041095733643
Epoch 292 loss 1.1833565635752668 correct 46
Time for epoch 293 : 2.3713691234588623
Epoch 293 loss 1.6902730244388615 correct 49
Time for epoch 294 : 2.3401777744293213
Epoch 294 loss 2.756965858390561 correct 46
Time for epoch 295 : 1.367049217224121
Epoch 295 loss 1.396446713369168 correct 45
Time for epoch 296 : 1.3370306491851807
Epoch 296 loss 1.5198857498669023 correct 47
Time for epoch 297 : 1.3450353145599365
Epoch 297 loss 1.0213128048836881 correct 46
Time for epoch 298 : 1.3629546165466309
Epoch 298 loss 1.8165798423765602 correct 48
Time for epoch 299 : 1.39400053024292
Epoch 299 loss 0.7414725684892238 correct 49
Time for epoch 300 : 1.352586269378662
Epoch 300 loss 1.371847996777777 correct 49
Time for epoch 301 : 1.3346333503723145
Epoch 301 loss 1.2890588871496775 correct 48
Time for epoch 302 : 1.9365603923797607
Epoch 302 loss 0.2972241737232687 correct 49
Time for epoch 303 : 2.117436170578003
Epoch 303 loss 1.6456937760449486 correct 48
Time for epoch 304 : 2.012852430343628
Epoch 304 loss 1.2964195207053713 correct 49
Time for epoch 305 : 2.349369525909424
Epoch 305 loss 1.3921121264972998 correct 48
Time for epoch 306 : 2.330310583114624
Epoch 306 loss 1.8936104376349905 correct 49
Time for epoch 307 : 2.297391176223755
Epoch 307 loss 2.3582783730740062 correct 48
Time for epoch 308 : 2.3579983711242676
Epoch 308 loss 2.8979958399874066 correct 48
Time for epoch 309 : 1.4663465023040771
Epoch 309 loss 1.9965025445990254 correct 49
Time for epoch 310 : 1.3425090312957764
Epoch 310 loss 2.3480694997794833 correct 49
Time for epoch 311 : 1.3396074771881104
Epoch 311 loss 0.687661401574669 correct 48
Time for epoch 312 : 1.5568816661834717
Epoch 312 loss 2.972755342917007 correct 47
Time for epoch 313 : 1.4413034915924072
Epoch 313 loss 2.3434052046203058 correct 45
Time for epoch 314 : 1.4108624458312988
Epoch 314 loss 0.747601498936156 correct 47
Time for epoch 315 : 1.411031723022461
Epoch 315 loss 0.21111889209639342 correct 47
Time for epoch 316 : 2.1221981048583984
Epoch 316 loss 1.253507278615234 correct 49
Time for epoch 317 : 1.9835200309753418
Epoch 317 loss 1.6205735682919733 correct 49
Time for epoch 318 : 2.051215410232544
Epoch 318 loss 3.7022966927758194 correct 47
Time for epoch 319 : 2.29754638671875
Epoch 319 loss 1.2559121953235248 correct 49
Time for epoch 320 : 2.4452121257781982
Epoch 320 loss 0.9140320420332957 correct 49
Time for epoch 321 : 2.4444847106933594
Epoch 321 loss 1.7526963282405594 correct 49
Time for epoch 322 : 2.212643623352051
Epoch 322 loss 0.4008204980702691 correct 48
Time for epoch 323 : 1.3339169025421143
Epoch 323 loss 0.8949855818100413 correct 49
Time for epoch 324 : 1.3474502563476562
Epoch 324 loss 1.9825391005336426 correct 49
Time for epoch 325 : 1.408144474029541
Epoch 325 loss 2.0634897150514964 correct 49
Time for epoch 326 : 1.350461721420288
Epoch 326 loss 1.5266305258655222 correct 49
Time for epoch 327 : 1.3257343769073486
Epoch 327 loss 0.7117263996905049 correct 47
Time for epoch 328 : 1.3531994819641113
Epoch 328 loss 0.8683830820180358 correct 49
Time for epoch 329 : 1.4218621253967285
Epoch 329 loss 1.31151499998212 correct 47
Time for epoch 330 : 1.9975318908691406
Epoch 330 loss 1.8660244707633389 correct 48
Time for epoch 331 : 2.0086212158203125
Epoch 331 loss 1.359898108739608 correct 46
Time for epoch 332 : 2.062453031539917
Epoch 332 loss 0.8464799525128868 correct 49
Time for epoch 333 : 2.29182505607605
Epoch 333 loss 1.64303834269539 correct 47
Time for epoch 334 : 2.302638292312622
Epoch 334 loss 1.5519246707569292 correct 48
Time for epoch 335 : 2.2938525676727295
Epoch 335 loss 1.0051020467023486 correct 49
Time for epoch 336 : 2.3368709087371826
Epoch 336 loss 0.9915247461707676 correct 48
Time for epoch 337 : 1.352893590927124
Epoch 337 loss 0.5583733322850589 correct 46
Time for epoch 338 : 1.4678535461425781
Epoch 338 loss 0.22767786195206716 correct 47
Time for epoch 339 : 1.3651728630065918
Epoch 339 loss 1.1247772110375511 correct 49
Time for epoch 340 : 1.350968360900879
Epoch 340 loss 0.3102537280734152 correct 48
Time for epoch 341 : 1.336822271347046
Epoch 341 loss 0.9270240933902875 correct 50
Time for epoch 342 : 1.3972477912902832
Epoch 342 loss 0.9551231231656113 correct 49
Time for epoch 343 : 1.363109827041626
Epoch 343 loss 0.9534045221129827 correct 48
Time for epoch 344 : 1.9933955669403076
Epoch 344 loss 1.7876088928257763 correct 46
Time for epoch 345 : 1.9728162288665771
Epoch 345 loss 2.427203995336237 correct 49
Time for epoch 346 : 2.0156805515289307
Epoch 346 loss 1.2125758977990755 correct 48
Time for epoch 347 : 2.4205973148345947
Epoch 347 loss 0.07190846317829394 correct 47
Time for epoch 348 : 2.3223328590393066
Epoch 348 loss 1.110248238719832 correct 49
Time for epoch 349 : 2.28011155128479
Epoch 349 loss 0.4428930443339594 correct 47
Time for epoch 350 : 2.2960689067840576
Epoch 350 loss 0.31688537474143935 correct 47
Time for epoch 351 : 1.4839560985565186
Epoch 351 loss 0.7981812424286373 correct 49
Time for epoch 352 : 1.3416273593902588
Epoch 352 loss 0.7863875579320297 correct 47
Time for epoch 353 : 1.331392765045166
Epoch 353 loss 1.01658368358183 correct 47
Time for epoch 354 : 1.3462626934051514
Epoch 354 loss 2.2828250652632804 correct 48
Time for epoch 355 : 1.3866846561431885
Epoch 355 loss 0.18941365083533487 correct 49
Time for epoch 356 : 1.4146814346313477
Epoch 356 loss 1.8828794003730425 correct 46
Time for epoch 357 : 1.3370494842529297
Epoch 357 loss 4.0015091742631315 correct 47
Time for epoch 358 : 1.9486289024353027
Epoch 358 loss 1.843653956886225 correct 49
Time for epoch 359 : 2.043527603149414
Epoch 359 loss 2.2286385785641185 correct 47
Time for epoch 360 : 2.1389663219451904
Epoch 360 loss 1.0503812639607506 correct 48
Time for epoch 361 : 2.285511016845703
Epoch 361 loss 2.6706979892938025 correct 48
Time for epoch 362 : 2.324705123901367
Epoch 362 loss 1.0995670827807438 correct 49
Time for epoch 363 : 2.320298671722412
Epoch 363 loss 2.0753152100404413 correct 46
Time for epoch 364 : 2.311037302017212
Epoch 364 loss 3.7445968795081668 correct 46
Time for epoch 365 : 1.5131571292877197
Epoch 365 loss 2.218635050627137 correct 47
Time for epoch 366 : 1.3397789001464844
Epoch 366 loss 3.422277372079596 correct 45
Time for epoch 367 : 1.3568100929260254
Epoch 367 loss 0.7340540596584146 correct 49
Time for epoch 368 : 1.3446650505065918
Epoch 368 loss 2.2868728747419107 correct 47
Time for epoch 369 : 1.4354338645935059
Epoch 369 loss 1.0492626000147927 correct 47
Time for epoch 370 : 1.3799378871917725
Epoch 370 loss 1.2380897968553701 correct 48
Time for epoch 371 : 1.3549890518188477
Epoch 371 loss 2.3589898114337986 correct 48
Time for epoch 372 : 2.016119956970215
Epoch 372 loss 1.920114154600327 correct 49
Time for epoch 373 : 2.043823719024658
Epoch 373 loss 1.7349338247042576 correct 49
Time for epoch 374 : 2.0745506286621094
Epoch 374 loss 1.8891635406586988 correct 48
Time for epoch 375 : 2.3132383823394775
Epoch 375 loss 0.7843005416399547 correct 47
Time for epoch 376 : 2.2749216556549072
Epoch 376 loss 1.5870030221646834 correct 47
Time for epoch 377 : 2.2869553565979004
Epoch 377 loss 2.1841836790175853 correct 45
Time for epoch 378 : 2.4038054943084717
Epoch 378 loss 1.9248037099118132 correct 48
Time for epoch 379 : 1.5006868839263916
Epoch 379 loss 0.13704907058860977 correct 46
Time for epoch 380 : 1.3395678997039795
Epoch 380 loss 1.3124389475154254 correct 49
Time for epoch 381 : 1.3356554508209229
Epoch 381 loss 2.6325164751438916 correct 48
Time for epoch 382 : 1.3840527534484863
Epoch 382 loss 1.6824759551614756 correct 48
Time for epoch 383 : 1.337048053741455
Epoch 383 loss 2.219714647643704 correct 46
Time for epoch 384 : 1.321789264678955
Epoch 384 loss 1.952251320722441 correct 48
Time for epoch 385 : 1.3247740268707275
Epoch 385 loss 0.08449939766247411 correct 47
Time for epoch 386 : 1.8757147789001465
Epoch 386 loss 0.3781810329445912 correct 49
Time for epoch 387 : 2.0034260749816895
Epoch 387 loss 1.2637359751216581 correct 47
Time for epoch 388 : 2.0684432983398438
Epoch 388 loss 0.44438463239152576 correct 48
Time for epoch 389 : 2.2402384281158447
Epoch 389 loss 0.6798580082261215 correct 49
Time for epoch 390 : 2.262638807296753
Epoch 390 loss 2.0551154240824676 correct 49
Time for epoch 391 : 2.3922321796417236
Epoch 391 loss 1.0722153510227737 correct 49
Time for epoch 392 : 2.2870562076568604
Epoch 392 loss 1.0211862627662853 correct 49
Time for epoch 393 : 1.6661581993103027
Epoch 393 loss 2.1589948351686705 correct 47
Time for epoch 394 : 1.3554248809814453
Epoch 394 loss 1.6354769413095682 correct 49
Time for epoch 395 : 1.4081430435180664
Epoch 395 loss 0.25673108349507845 correct 47
Time for epoch 396 : 1.3279950618743896
Epoch 396 loss 0.9290742121176055 correct 48
Time for epoch 397 : 1.3387415409088135
Epoch 397 loss 0.17595187435552784 correct 49
Time for epoch 398 : 1.3504250049591064
Epoch 398 loss 3.5179931905816373 correct 47
Time for epoch 399 : 1.338301420211792
Epoch 399 loss 0.7427831886984148 correct 50
Time for epoch 400 : 1.7541804313659668
Epoch 400 loss 1.056966082765599 correct 50
Time for epoch 401 : 1.9971022605895996
Epoch 401 loss 2.033158939517187 correct 46
Time for epoch 402 : 2.002718925476074
Epoch 402 loss 0.7981727292514096 correct 47
Time for epoch 403 : 2.215423107147217
Epoch 403 loss 1.595801646410599 correct 48
Time for epoch 404 : 2.4678659439086914
Epoch 404 loss 1.8632163199960947 correct 49
Time for epoch 405 : 2.380064010620117
Epoch 405 loss 0.5823540398785928 correct 48
Time for epoch 406 : 2.343715190887451
Epoch 406 loss 2.0873181553430973 correct 49
Time for epoch 407 : 1.7137479782104492
Epoch 407 loss 0.3149314153221324 correct 48
Time for epoch 408 : 1.4235398769378662
Epoch 408 loss 0.18616043578304842 correct 46
Time for epoch 409 : 1.376434087753296
Epoch 409 loss 0.02736575843078106 correct 46
Time for epoch 410 : 1.3841774463653564
Epoch 410 loss 1.2274412055899446 correct 46
Time for epoch 411 : 1.3931851387023926
Epoch 411 loss 1.2290373982442555 correct 48
Time for epoch 412 : 1.3732764720916748
Epoch 412 loss 0.37696490632629837 correct 50
Time for epoch 413 : 1.4407463073730469
Epoch 413 loss 0.6836925481310554 correct 48
Time for epoch 414 : 1.8901925086975098
Epoch 414 loss 0.567272268993877 correct 47
Time for epoch 415 : 2.0377097129821777
Epoch 415 loss 1.0654606208014539 correct 49
Time for epoch 416 : 2.0352766513824463
Epoch 416 loss 0.3452346261173861 correct 46
Time for epoch 417 : 2.343141794204712
Epoch 417 loss 2.6117086104317013 correct 48
Time for epoch 418 : 2.3784894943237305
Epoch 418 loss 0.5915507451985191 correct 48
Time for epoch 419 : 2.3078885078430176
Epoch 419 loss 0.7003066864935601 correct 48
Time for epoch 420 : 2.326580286026001
Epoch 420 loss 2.0844183349014163 correct 48
Time for epoch 421 : 1.6573784351348877
Epoch 421 loss 0.9160825438162599 correct 45
Time for epoch 422 : 1.4496231079101562
Epoch 422 loss 0.513346120439681 correct 50
Time for epoch 423 : 1.3999249935150146
Epoch 423 loss 3.0720164632320293 correct 49
Time for epoch 424 : 1.4016666412353516
Epoch 424 loss 0.767401423295264 correct 48
Time for epoch 425 : 1.3926305770874023
Epoch 425 loss 2.4715572827445684 correct 47
Time for epoch 426 : 1.4232518672943115
Epoch 426 loss 1.7941725886811697 correct 46
Time for epoch 427 : 1.3512263298034668
Epoch 427 loss 0.48343321803439654 correct 48
Time for epoch 428 : 1.944868803024292
Epoch 428 loss 2.267905369645413 correct 47
Time for epoch 429 : 2.056743860244751
Epoch 429 loss 0.9754850270496074 correct 49
Time for epoch 430 : 2.0276081562042236
Epoch 430 loss 2.981305230163463 correct 46
Time for epoch 431 : 2.434697389602661
Epoch 431 loss 2.004135776842564 correct 49
Time for epoch 432 : 2.3531267642974854
Epoch 432 loss 1.0376066831194162 correct 49
Time for epoch 433 : 2.351392984390259
Epoch 433 loss 0.1206770668241677 correct 49
Time for epoch 434 : 2.317944049835205
Epoch 434 loss 0.9976057222448635 correct 48
Time for epoch 435 : 1.5427687168121338
Epoch 435 loss 2.0854293219944133 correct 47
Time for epoch 436 : 1.410409927368164
Epoch 436 loss 1.0040469407743882 correct 48
Time for epoch 437 : 1.3659260272979736
Epoch 437 loss 0.7214858871244287 correct 49
Time for epoch 438 : 1.3714807033538818
Epoch 438 loss 0.10613229703084005 correct 49
Time for epoch 439 : 1.3686087131500244
Epoch 439 loss 0.8582565378141442 correct 46
Time for epoch 440 : 1.4460697174072266
Epoch 440 loss 1.541800555107167 correct 48
Time for epoch 441 : 1.371654987335205
Epoch 441 loss 1.4813291120829148 correct 49
Time for epoch 442 : 2.04115629196167
Epoch 442 loss 1.7166398351738208 correct 47
Time for epoch 443 : 2.0561649799346924
Epoch 443 loss 3.595237522064429 correct 47
Time for epoch 444 : 2.2024965286254883
Epoch 444 loss 1.2848765587952409 correct 49
Time for epoch 445 : 2.38326358795166
Epoch 445 loss 0.5393010537394578 correct 48
Time for epoch 446 : 2.333653211593628
Epoch 446 loss 1.5447612746962562 correct 46
Time for epoch 447 : 2.3230130672454834
Epoch 447 loss 2.367364547566826 correct 48
Time for epoch 448 : 2.3243348598480225
Epoch 448 loss 0.22593701883808492 correct 46
Time for epoch 449 : 1.3410000801086426
Epoch 449 loss 0.921977664127852 correct 47
Time for epoch 450 : 1.371652603149414
Epoch 450 loss 1.8272112709595885 correct 47
Time for epoch 451 : 1.3748764991760254
Epoch 451 loss 1.8607267033153616 correct 47
Time for epoch 452 : 1.432884693145752
Epoch 452 loss 0.9518964737647382 correct 47
Time for epoch 453 : 1.3775100708007812
Epoch 453 loss 0.24004820066946742 correct 46
Time for epoch 454 : 1.3728375434875488
Epoch 454 loss 1.3704361139493253 correct 48
Time for epoch 455 : 1.442878007888794
Epoch 455 loss 0.015545312376786106 correct 48
Time for epoch 456 : 2.033045768737793
Epoch 456 loss 1.8015656297765128 correct 47
Time for epoch 457 : 2.1446807384490967
Epoch 457 loss 1.500614342939043 correct 46
Time for epoch 458 : 2.1440658569335938
Epoch 458 loss 4.3802077733227245 correct 48
Time for epoch 459 : 2.2966859340667725
Epoch 459 loss 0.1724346619289507 correct 48
Time for epoch 460 : 2.295423984527588
Epoch 460 loss 2.0493662232576377 correct 48
Time for epoch 461 : 2.3969779014587402
Epoch 461 loss 1.6442439458185099 correct 48
Time for epoch 462 : 2.170717239379883
Epoch 462 loss 2.217421234599736 correct 49
Time for epoch 463 : 1.3780393600463867
Epoch 463 loss 0.8964644626232797 correct 48
Time for epoch 464 : 1.379788875579834
Epoch 464 loss 2.0317735769407586 correct 48
Time for epoch 465 : 1.3920795917510986
Epoch 465 loss 1.079722996772205 correct 48
Time for epoch 466 : 1.3744566440582275
Epoch 466 loss 1.4510323139013517 correct 46
Time for epoch 467 : 1.3716535568237305
Epoch 467 loss 0.12094279933125715 correct 48
Time for epoch 468 : 1.3779306411743164
Epoch 468 loss 1.0112302182882071 correct 46
Time for epoch 469 : 1.549713373184204
Epoch 469 loss 1.056659211180318 correct 50
Time for epoch 470 : 2.1738972663879395
Epoch 470 loss 2.168463041992077 correct 46
Time for epoch 471 : 2.0658442974090576
Epoch 471 loss 1.1091188184199967 correct 49
Time for epoch 472 : 2.1794750690460205
Epoch 472 loss 0.21045451694382633 correct 47
Time for epoch 473 : 2.328191041946411
Epoch 473 loss 2.705208478126101 correct 49
Time for epoch 474 : 2.4133756160736084
Epoch 474 loss 1.1725758060306362 correct 47
Time for epoch 475 : 2.345264196395874
Epoch 475 loss 0.49302944413596994 correct 46
Time for epoch 476 : 1.9919233322143555
Epoch 476 loss 1.5875834404295448 correct 49
Time for epoch 477 : 1.3470776081085205
Epoch 477 loss 1.4191899166608126 correct 49
Time for epoch 478 : 1.3640289306640625
Epoch 478 loss 2.879212777003819 correct 46
Time for epoch 479 : 1.4189045429229736
Epoch 479 loss 0.2159406016172117 correct 47
Time for epoch 480 : 1.358077049255371
Epoch 480 loss 0.32807621085137467 correct 49
Time for epoch 481 : 1.3404321670532227
Epoch 481 loss 1.345502487626635 correct 48
Time for epoch 482 : 1.3625152111053467
Epoch 482 loss 0.6195445009038182 correct 47
Time for epoch 483 : 1.7249846458435059
Epoch 483 loss 1.5437424364197583 correct 47
Time for epoch 484 : 2.0773401260375977
Epoch 484 loss 1.3024398462091755 correct 49
Time for epoch 485 : 2.086087465286255
Epoch 485 loss 1.7065789963018936 correct 47
Time for epoch 486 : 2.207186222076416
Epoch 486 loss 2.9062629157754576 correct 49
Time for epoch 487 : 2.312154769897461
Epoch 487 loss 0.0698256307767565 correct 48
Time for epoch 488 : 2.487873077392578
Epoch 488 loss 3.472860535665658 correct 46
Time for epoch 489 : 2.334244728088379
Epoch 489 loss 6.347601184906534 correct 45
Time for epoch 490 : 1.9480650424957275
Epoch 490 loss 0.8272359459068576 correct 50
Time for epoch 491 : 1.3549466133117676
Epoch 491 loss 0.41220797616626925 correct 48
Time for epoch 492 : 1.4170691967010498
Epoch 492 loss 0.1046915473002452 correct 47
Time for epoch 493 : 1.337418794631958
Epoch 493 loss 1.413124974422374 correct 47
Time for epoch 494 : 1.3657560348510742
Epoch 494 loss 0.2598907308635428 correct 48
Time for epoch 495 : 1.3580334186553955
Epoch 495 loss 1.389148666780002 correct 47
Time for epoch 496 : 1.337791919708252
Epoch 496 loss 0.024318635244111392 correct 49
Time for epoch 497 : 1.7242968082427979
Epoch 497 loss 1.6312538134964942 correct 49
Time for epoch 498 : 2.0594027042388916
Epoch 498 loss 1.2742387604845107 correct 48
Time for epoch 499 : 2.0574731826782227
Epoch 499 loss 0.044068689758455584 correct 48
Average time per epoch 1.819878186225891 (for 500 epochs)