Nameexact_genome_1512568488_41_5584_1
Workunit2599216
Created7 Dec 2017, 15:31:25 UTC
Sent7 Dec 2017, 15:35:21 UTC
Report deadline11 Dec 2017, 5:05:38 UTC
Received7 Dec 2017, 17:28:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 53 min 4 sec
CPU time1 hours 52 min 42 sec
Validate stateValid
Credit890.68
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.16 MB
Peak swap size156.88 MB
Peak disk usage1.78 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0815989822, output_fired_time: 0.0000000000, propagate_forward_time: 4.4237589836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139156342
validation[          , genome  5584] predictions:    9612/  10000 (96.12%), best:    9634/10000 (96.34%), error:      1289.45251, best error:      1258.87085 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.5235366821s, input_fired_time: 0.6844478250, output_fired_time: 0.6501787305, propagate_forward_time: 23.1338787079, propagate_backward_time: 34.6478919983, weight_update_time: 0.1284434050, other_time: 2.4071388245
epoch time: 5.1812486649s, input_fired_time: 0.0855516419, output_fired_time: 0.0000000000, propagate_forward_time: 4.6668119431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288849831
validation[          , genome  5584] predictions:    9587/  10000 (95.87%), best:    9634/10000 (96.34%), error:      1385.16357, best error:      1258.87085 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.7823905945s, input_fired_time: 0.6776874661, output_fired_time: 0.6433182359, propagate_forward_time: 22.8069725037, propagate_backward_time: 34.2665634155, weight_update_time: 0.1272458434, other_time: 2.3878479004
epoch time: 5.1524996758s, input_fired_time: 0.0850309059, output_fired_time: 0.0000000000, propagate_forward_time: 4.6415619850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259066582
validation[          , genome  5584] predictions:    9607/  10000 (96.07%), best:    9634/10000 (96.34%), error:      1281.19556, best error:      1258.87085 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.1181297302s, input_fired_time: 0.6815493703, output_fired_time: 0.6457865238, propagate_forward_time: 22.9681053162, propagate_backward_time: 34.4184341431, weight_update_time: 0.1283911914, other_time: 2.4042549133
epoch time: 5.1059861183s, input_fired_time: 0.0847124904, output_fired_time: 0.0000000000, propagate_forward_time: 4.5957131386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255604744
validation[          , genome  5584] predictions:    9603/  10000 (96.03%), best:    9634/10000 (96.34%), error:      1276.47168, best error:      1258.87085 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 61.1837310791s, input_fired_time: 0.6814885736, output_fired_time: 0.6486457586, propagate_forward_time: 23.0120792389, propagate_backward_time: 34.4586791992, weight_update_time: 0.1273723245, other_time: 2.3828353882
epoch time: 5.1396746635s, input_fired_time: 0.0840089917, output_fired_time: 0.0000000000, propagate_forward_time: 4.6297678947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258975983
validation[          , genome  5584] predictions:    9576/  10000 (95.76%), best:    9634/10000 (96.34%), error:      1363.98474, best error:      1258.87085 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.5850257874s, input_fired_time: 0.6850466132, output_fired_time: 0.6510238051, propagate_forward_time: 23.1839694977, propagate_backward_time: 34.6849327087, weight_update_time: 0.1273001134, other_time: 2.3800544739
epoch time: 5.1421437263s, input_fired_time: 0.0849802420, output_fired_time: 0.0000000000, propagate_forward_time: 4.6299538612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272098541
validation[          , genome  5584] predictions:    9618/  10000 (96.18%), best:    9634/10000 (96.34%), error:      1309.58557, best error:      1258.87085 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.1521377563s, input_fired_time: 0.6843792200, output_fired_time: 0.6463321447, propagate_forward_time: 23.0161781311, propagate_backward_time: 34.4128532410, weight_update_time: 0.1279181242, other_time: 2.3923950195
epoch time: 5.1474690437s, input_fired_time: 0.0852690041, output_fired_time: 0.0000000000, propagate_forward_time: 4.6318640709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303359985
validation[          , genome  5584] predictions:    9624/  10000 (96.24%), best:    9634/10000 (96.34%), error:      1296.03674, best error:      1258.87085 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.1322097778s, input_fired_time: 0.6809687614, output_fired_time: 0.6461048722, propagate_forward_time: 22.9212818146, propagate_backward_time: 34.4932708740, weight_update_time: 0.1279038042, other_time: 2.3905792236
epoch time: 5.0848588943s, input_fired_time: 0.0853498951, output_fired_time: 0.0000000000, propagate_forward_time: 4.5698213577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296875000
validation[          , genome  5584] predictions:    9598/  10000 (95.98%), best:    9634/10000 (96.34%), error:      1317.12415, best error:      1258.87085 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.4778213501s, input_fired_time: 0.6852948666, output_fired_time: 0.6497982740, propagate_forward_time: 23.1519622803, propagate_backward_time: 34.6005401611, weight_update_time: 0.1287460178, other_time: 2.3902244568
epoch time: 5.1642751694s, input_fired_time: 0.0851067007, output_fired_time: 0.0000000000, propagate_forward_time: 4.6485252380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306430817
validation[          , genome  5584] predictions:    9449/  10000 (94.49%), best:    9634/10000 (96.34%), error:      1694.91321, best error:      1258.87085 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.4356079102s, input_fired_time: 0.6848919988, output_fired_time: 0.6498472095, propagate_forward_time: 23.1118011475, propagate_backward_time: 34.5789413452, weight_update_time: 0.1283927560, other_time: 2.4101257324
epoch time: 5.1065211296s, input_fired_time: 0.0848706663, output_fired_time: 0.0000000000, propagate_forward_time: 4.5995879173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220623970
validation[          , genome  5584] predictions:    9602/  10000 (96.02%), best:    9634/10000 (96.34%), error:      1329.13159, best error:      1258.87085 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.5880699158s, input_fired_time: 0.6885643601, output_fired_time: 0.6518867016, propagate_forward_time: 23.1884269714, propagate_backward_time: 34.6567115784, weight_update_time: 0.1283409745, other_time: 2.4024810791
epoch time: 5.1449089050s, input_fired_time: 0.0861726627, output_fired_time: 0.0000000000, propagate_forward_time: 4.6356930733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230432510
validation[          , genome  5584] predictions:    9574/  10000 (95.74%), best:    9634/10000 (96.34%), error:      1327.60522, best error:      1258.87085 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.5690231323s, input_fired_time: 0.6869492531, output_fired_time: 0.6495417356, propagate_forward_time: 23.1621208191, propagate_backward_time: 34.6708679199, weight_update_time: 0.1286763847, other_time: 2.3995437622
epoch time: 5.1783838272s, input_fired_time: 0.0855721235, output_fired_time: 0.0000000000, propagate_forward_time: 4.6648850441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279265404
validation[          , genome  5584] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1132.60742, best error:      1132.60742 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.7602996826s, input_fired_time: 0.6890819669, output_fired_time: 0.6522564888, propagate_forward_time: 23.2255859375, propagate_backward_time: 34.7915306091, weight_update_time: 0.1287377924, other_time: 2.4018440247
epoch time: 5.1612377167s, input_fired_time: 0.0855342299, output_fired_time: 0.0000000000, propagate_forward_time: 4.6446199417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310836792
validation[          , genome  5584] predictions:    9618/  10000 (96.18%), best:    9661/10000 (96.61%), error:      1213.75659, best error:      1132.60742 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.7450714111s, input_fired_time: 0.6881184578, output_fired_time: 0.6518231034, propagate_forward_time: 23.2900238037, propagate_backward_time: 34.7192611694, weight_update_time: 0.1286088079, other_time: 2.3958435059
epoch time: 5.1581482887s, input_fired_time: 0.0850135088, output_fired_time: 0.0000000000, propagate_forward_time: 4.6435980797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295368195
validation[          , genome  5584] predictions:    9599/  10000 (95.99%), best:    9661/10000 (96.61%), error:      1342.06787, best error:      1132.60742 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.2295303345s, input_fired_time: 0.6843914390, output_fired_time: 0.6478639841, propagate_forward_time: 23.0676918030, propagate_backward_time: 34.4455604553, weight_update_time: 0.1276348978, other_time: 2.3840217590
epoch time: 5.1113719940s, input_fired_time: 0.0846075192, output_fired_time: 0.0000000000, propagate_forward_time: 4.6050333977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217309952
validation[          , genome  5584] predictions:    9649/  10000 (96.49%), best:    9661/10000 (96.61%), error:      1136.81482, best error:      1132.60742 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.5807342529s, input_fired_time: 0.6873222589, output_fired_time: 0.6524031162, propagate_forward_time: 23.2029094696, propagate_backward_time: 34.6531600952, weight_update_time: 0.1278955042, other_time: 2.3849411011
epoch time: 5.1188097000s, input_fired_time: 0.0857042000, output_fired_time: 0.0000000000, propagate_forward_time: 4.6130533218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200520515
validation[          , genome  5584] predictions:    9604/  10000 (96.04%), best:    9661/10000 (96.61%), error:      1277.40625, best error:      1132.60742 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.2424888611s, input_fired_time: 0.6853961945, output_fired_time: 0.6468314528, propagate_forward_time: 23.0238533020, propagate_backward_time: 34.4961318970, weight_update_time: 0.1282631904, other_time: 2.3902740479
epoch time: 5.2011518478s, input_fired_time: 0.0868557096, output_fired_time: 0.0000000000, propagate_forward_time: 4.6832084656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310874939
validation[          , genome  5584] predictions:    9624/  10000 (96.24%), best:    9661/10000 (96.61%), error:      1238.96167, best error:      1132.60742 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.6007881165s, input_fired_time: 0.6886481643, output_fired_time: 0.6492112279, propagate_forward_time: 23.2342739105, propagate_backward_time: 34.6262474060, weight_update_time: 0.1284459680, other_time: 2.4024085999
epoch time: 5.1539258957s, input_fired_time: 0.0854835361, output_fired_time: 0.0000000000, propagate_forward_time: 4.6425762177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258661270
validation[          , genome  5584] predictions:    9622/  10000 (96.22%), best:    9661/10000 (96.61%), error:      1215.41333, best error:      1132.60742 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.5688629150s, input_fired_time: 0.6900613308, output_fired_time: 0.6505994201, propagate_forward_time: 23.1643657684, propagate_backward_time: 34.6631469727, weight_update_time: 0.1279447377, other_time: 2.4006881714
epoch time: 4.9243750572s, input_fired_time: 0.0832942128, output_fired_time: 0.0000000000, propagate_forward_time: 4.4242506027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168300629
validation[          , genome  5584] predictions:    9606/  10000 (96.06%), best:    9661/10000 (96.61%), error:      1277.97021, best error:      1132.60742 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.3153724670s, input_fired_time: 0.6861178279, output_fired_time: 0.6480374932, propagate_forward_time: 23.0932731628, propagate_backward_time: 34.5054283142, weight_update_time: 0.1279226989, other_time: 2.3825149536
epoch time: 5.1226601601s, input_fired_time: 0.0846546143, output_fired_time: 0.0000000000, propagate_forward_time: 4.6075253487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304800034
validation[          , genome  5584] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1062.66907, best error:      1062.66907 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.8289489746s, input_fired_time: 0.6882094741, output_fired_time: 0.6542354226, propagate_forward_time: 23.2997550964, propagate_backward_time: 34.8078804016, weight_update_time: 0.1283803731, other_time: 2.3788681030
epoch time: 5.1210989952s, input_fired_time: 0.0856586620, output_fired_time: 0.0000000000, propagate_forward_time: 4.6141757965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212646484
validation[          , genome  5584] predictions:    9591/  10000 (95.91%), best:    9669/10000 (96.69%), error:      1381.76807, best error:      1062.66907 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.1595802307s, input_fired_time: 0.6856960654, output_fired_time: 0.6451869011, propagate_forward_time: 23.0251960754, propagate_backward_time: 34.4159469604, weight_update_time: 0.1279610991, other_time: 2.3875541687
epoch time: 5.1668815613s, input_fired_time: 0.0862003267, output_fired_time: 0.0000000000, propagate_forward_time: 4.6529855728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276957512
validation[          , genome  5584] predictions:    9640/  10000 (96.40%), best:    9669/10000 (96.69%), error:      1208.62866, best error:      1062.66907 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.6689872742s, input_fired_time: 0.6897295713, output_fired_time: 0.6534424424, propagate_forward_time: 23.2160263062, propagate_backward_time: 34.7195472717, weight_update_time: 0.1282519400, other_time: 2.3902435303
epoch time: 5.1407475471s, input_fired_time: 0.0864747539, output_fired_time: 0.0000000000, propagate_forward_time: 4.6211576462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331150055
validation[          , genome  5584] predictions:    9671/  10000 (96.71%), best:    9669/10000 (96.69%), error:      1121.49524, best error:      1062.66907 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.3405685425s, input_fired_time: 0.6885238290, output_fired_time: 0.6489952803, propagate_forward_time: 23.0853099823, propagate_backward_time: 34.5320281982, weight_update_time: 0.1278305501, other_time: 2.3857116699
epoch time: 5.1978459358s, input_fired_time: 0.0864583552, output_fired_time: 0.0000000000, propagate_forward_time: 4.6851296425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262580872
validation[          , genome  5584] predictions:    9673/  10000 (96.73%), best:    9669/10000 (96.69%), error:      1075.23950, best error:      1062.66907 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.1065597534s, input_fired_time: 0.6861807108, output_fired_time: 0.6466032863, propagate_forward_time: 22.9833850861, propagate_backward_time: 34.3974342346, weight_update_time: 0.1278725713, other_time: 2.3929557800
epoch time: 5.0533108711s, input_fired_time: 0.0844375193, output_fired_time: 0.0000000000, propagate_forward_time: 4.5472650528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216084480
validation[          , genome  5584] predictions:    9594/  10000 (95.94%), best:    9669/10000 (96.69%), error:      1401.46460, best error:      1062.66907 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.7758178711s, input_fired_time: 0.6900594234, output_fired_time: 0.6545590758, propagate_forward_time: 23.2667751312, propagate_backward_time: 34.7833213806, weight_update_time: 0.1286113411, other_time: 2.3810997009
epoch time: 5.1414599419s, input_fired_time: 0.0854134038, output_fired_time: 0.0000000000, propagate_forward_time: 4.6320900917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239563942
validation[          , genome  5584] predictions:    9657/  10000 (96.57%), best:    9669/10000 (96.69%), error:      1131.84424, best error:      1062.66907 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.4781761169s, input_fired_time: 0.6881211996, output_fired_time: 0.6525923014, propagate_forward_time: 23.0901031494, propagate_backward_time: 34.6637115479, weight_update_time: 0.1283175051, other_time: 2.3836479187
epoch time: 5.2032632828s, input_fired_time: 0.0863831043, output_fired_time: 0.0000000000, propagate_forward_time: 4.6874241829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294562340
validation[          , genome  5584] predictions:    9642/  10000 (96.42%), best:    9669/10000 (96.69%), error:      1258.40808, best error:      1062.66907 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5462074280s, input_fired_time: 0.6884191632, output_fired_time: 0.6502611041, propagate_forward_time: 23.1433238983, propagate_backward_time: 34.6824569702, weight_update_time: 0.1282452643, other_time: 2.3817443848
epoch time: 4.8796582222s, input_fired_time: 0.0839874521, output_fired_time: 0.0000000000, propagate_forward_time: 4.3814539909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142169952
validation[          , genome  5584] predictions:    9642/  10000 (96.42%), best:    9669/10000 (96.69%), error:      1171.39417, best error:      1062.66907 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.7717170715s, input_fired_time: 0.6900075078, output_fired_time: 0.6523761153, propagate_forward_time: 23.2318496704, propagate_backward_time: 34.8012161255, weight_update_time: 0.1289841086, other_time: 2.3962707520
epoch time: 5.1730809212s, input_fired_time: 0.0859243646, output_fired_time: 0.0000000000, propagate_forward_time: 4.6599779129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271788597
validation[          , genome  5584] predictions:    9685/  10000 (96.85%), best:    9669/10000 (96.69%), error:      1063.07202, best error:      1062.66907 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.8170280457s, input_fired_time: 0.6928313971, output_fired_time: 0.6532195210, propagate_forward_time: 23.2882556915, propagate_backward_time: 34.7677268982, weight_update_time: 0.1289584935, other_time: 2.4149894714
epoch time: 5.1445283890s, input_fired_time: 0.0857928023, output_fired_time: 0.0000000000, propagate_forward_time: 4.6297192574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290161133
validation[          , genome  5584] predictions:    9653/  10000 (96.53%), best:    9669/10000 (96.69%), error:      1134.55371, best error:      1062.66907 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.7938804626s, input_fired_time: 0.6909721494, output_fired_time: 0.6549227238, propagate_forward_time: 23.2488880157, propagate_backward_time: 34.8334693909, weight_update_time: 0.1278950572, other_time: 2.3656272888
epoch time: 5.1849627495s, input_fired_time: 0.0864235908, output_fired_time: 0.0000000000, propagate_forward_time: 4.6697735786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287657738
validation[          , genome  5584] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1041.29016, best error:      1041.29016 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.4312477112s, input_fired_time: 0.6911786199, output_fired_time: 0.6500701904, propagate_forward_time: 23.1080913544, propagate_backward_time: 34.5975265503, weight_update_time: 0.1279534250, other_time: 2.3843841553
epoch time: 5.1454782486s, input_fired_time: 0.0857763886, output_fired_time: 0.0000000000, propagate_forward_time: 4.6292095184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304924011
validation[          , genome  5584] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1093.52625, best error:      1041.29016 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.1644897461s, input_fired_time: 0.6875041723, output_fired_time: 0.6471763849, propagate_forward_time: 22.9567584991, propagate_backward_time: 34.4995460510, weight_update_time: 0.1277609020, other_time: 2.3735084534
epoch time: 5.1865258217s, input_fired_time: 0.0868869424, output_fired_time: 0.0000000000, propagate_forward_time: 4.6701474190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294915199
validation[          , genome  5584] predictions:    9638/  10000 (96.38%), best:    9674/10000 (96.74%), error:      1174.17188, best error:      1041.29016 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.6391105652s, input_fired_time: 0.6902517080, output_fired_time: 0.6512105465, propagate_forward_time: 23.2511692047, propagate_backward_time: 34.6598663330, weight_update_time: 0.1284418702, other_time: 2.3866119385
epoch time: 5.1928482056s, input_fired_time: 0.0865587220, output_fired_time: 0.0000000000, propagate_forward_time: 4.6766457558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296436310
validation[          , genome  5584] predictions:    9690/  10000 (96.90%), best:    9674/10000 (96.74%), error:      1050.59851, best error:      1041.29016 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.3564834595s, input_fired_time: 0.6891312003, output_fired_time: 0.6475662589, propagate_forward_time: 23.0566673279, propagate_backward_time: 34.5679016113, weight_update_time: 0.1279693395, other_time: 2.3952140808
epoch time: 5.1908378601s, input_fired_time: 0.0872832462, output_fired_time: 0.0000000000, propagate_forward_time: 4.6692523956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343023300
validation[          , genome  5584] predictions:    9661/  10000 (96.61%), best:    9674/10000 (96.74%), error:      1152.45264, best error:      1041.29016 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.1297225952s, input_fired_time: 0.6873517036, output_fired_time: 0.6462707520, propagate_forward_time: 22.9783000946, propagate_backward_time: 34.4410781860, weight_update_time: 0.1274388433, other_time: 2.3767242432
epoch time: 5.1380062103s, input_fired_time: 0.0860328898, output_fired_time: 0.0000000000, propagate_forward_time: 4.6281380653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238352776
validation[          , genome  5584] predictions:    9664/  10000 (96.64%), best:    9674/10000 (96.74%), error:      1116.86462, best error:      1041.29016 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.7108955383s, input_fired_time: 0.6935365200, output_fired_time: 0.6528682709, propagate_forward_time: 23.2533111572, propagate_backward_time: 34.7044258118, weight_update_time: 0.1285063624, other_time: 2.4067573547
epoch time: 4.9651584625s, input_fired_time: 0.0826578140, output_fired_time: 0.0000000000, propagate_forward_time: 4.4632735252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192271233
validation[          , genome  5584] predictions:    9559/  10000 (95.59%), best:    9674/10000 (96.74%), error:      1420.06738, best error:      1041.29016 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.2909927368s, input_fired_time: 0.6883020401, output_fired_time: 0.6506993175, propagate_forward_time: 23.0143260956, propagate_backward_time: 34.5411834717, weight_update_time: 0.1280973107, other_time: 2.3964843750
epoch time: 5.1524310112s, input_fired_time: 0.0869785622, output_fired_time: 0.0000000000, propagate_forward_time: 4.6393117905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261407852
validation[          , genome  5584] predictions:    9691/  10000 (96.91%), best:    9674/10000 (96.74%), error:      1081.69617, best error:      1041.29016 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.8444404602s, input_fired_time: 0.6956627965, output_fired_time: 0.6531411409, propagate_forward_time: 23.2693767548, propagate_backward_time: 34.8314437866, weight_update_time: 0.1282529384, other_time: 2.3948135376
epoch time: 5.1786079407s, input_fired_time: 0.0863180906, output_fired_time: 0.0000000000, propagate_forward_time: 4.6623706818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299192429
validation[          , genome  5584] predictions:    9669/  10000 (96.69%), best:    9674/10000 (96.74%), error:      1060.36853, best error:      1041.29016 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.2112236023s, input_fired_time: 0.6903581619, output_fired_time: 0.6450907588, propagate_forward_time: 23.0134639740, propagate_backward_time: 34.4617767334, weight_update_time: 0.1277993619, other_time: 2.4005355835
epoch time: 5.1931514740s, input_fired_time: 0.0867220387, output_fired_time: 0.0000000000, propagate_forward_time: 4.6796460152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267835617
validation[          , genome  5584] predictions:    9667/  10000 (96.67%), best:    9674/10000 (96.74%), error:      1153.17468, best error:      1041.29016 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.5485038757s, input_fired_time: 0.6908940077, output_fired_time: 0.6503958106, propagate_forward_time: 23.1223735809, propagate_backward_time: 34.7051429749, weight_update_time: 0.1283031255, other_time: 2.3796958923
epoch time: 5.0270171165s, input_fired_time: 0.0847027302, output_fired_time: 0.0000000000, propagate_forward_time: 4.5244441032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178700447
validation[          , genome  5584] predictions:    9663/  10000 (96.63%), best:    9674/10000 (96.74%), error:      1193.17798, best error:      1041.29016 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.2892799377s, input_fired_time: 0.6908065677, output_fired_time: 0.6465704441, propagate_forward_time: 23.0829181671, propagate_backward_time: 34.4664878845, weight_update_time: 0.1283701658, other_time: 2.4024925232
epoch time: 5.1547312737s, input_fired_time: 0.0861563161, output_fired_time: 0.0000000000, propagate_forward_time: 4.6386218071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299530983
validation[          , genome  5584] predictions:    9639/  10000 (96.39%), best:    9674/10000 (96.74%), error:      1176.14355, best error:      1041.29016 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.6736221313s, input_fired_time: 0.6922442317, output_fired_time: 0.6491692066, propagate_forward_time: 23.2270202637, propagate_backward_time: 34.7069435120, weight_update_time: 0.1285033077, other_time: 2.3982429504
epoch time: 5.1282815933s, input_fired_time: 0.0865776837, output_fired_time: 0.0000000000, propagate_forward_time: 4.6099371910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317665100
validation[          , genome  5584] predictions:    9634/  10000 (96.34%), best:    9674/10000 (96.74%), error:      1170.72437, best error:      1041.29016 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.5906944275s, input_fired_time: 0.6925858855, output_fired_time: 0.6501573920, propagate_forward_time: 23.1925373077, propagate_backward_time: 34.6593704224, weight_update_time: 0.1283445954, other_time: 2.3960418701
epoch time: 5.1568999290s, input_fired_time: 0.0858828947, output_fired_time: 0.0000000000, propagate_forward_time: 4.6488261223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221911430
validation[          , genome  5584] predictions:    9645/  10000 (96.45%), best:    9674/10000 (96.74%), error:      1199.66687, best error:      1041.29016 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.6465873718s, input_fired_time: 0.6942437291, output_fired_time: 0.6511362195, propagate_forward_time: 23.2921848297, propagate_backward_time: 34.6259803772, weight_update_time: 0.1279616058, other_time: 2.3830451965
epoch time: 5.1624326706s, input_fired_time: 0.0875340924, output_fired_time: 0.0000000000, propagate_forward_time: 4.6415500641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333486557
validation[          , genome  5584] predictions:    9675/  10000 (96.75%), best:    9674/10000 (96.74%), error:      1085.00867, best error:      1041.29016 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.8059234619s, input_fired_time: 0.6934176087, output_fired_time: 0.6528009176, propagate_forward_time: 23.2771530151, propagate_backward_time: 34.7996597290, weight_update_time: 0.1282498389, other_time: 2.3828926086
epoch time: 5.1828804016s, input_fired_time: 0.0868638754, output_fired_time: 0.0000000000, propagate_forward_time: 4.6665787697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294376373
validation[          , genome  5584] predictions:    9622/  10000 (96.22%), best:    9674/10000 (96.74%), error:      1244.91052, best error:      1041.29016 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.5895309448s, input_fired_time: 0.6922591329, output_fired_time: 0.6500723958, propagate_forward_time: 23.2045059204, propagate_backward_time: 34.6577072144, weight_update_time: 0.1283901334, other_time: 2.3849830627
epoch time: 5.1435141563s, input_fired_time: 0.0876334459, output_fired_time: 0.0000000000, propagate_forward_time: 4.6274361610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284443855
validation[          , genome  5584] predictions:    9541/  10000 (95.41%), best:    9674/10000 (96.74%), error:      1555.17517, best error:      1041.29016 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.8371849060s, input_fired_time: 0.6932972670, output_fired_time: 0.6554871798, propagate_forward_time: 23.2594642639, propagate_backward_time: 34.8450317383, weight_update_time: 0.1282718629, other_time: 2.3839035034
epoch time: 5.1719017029s, input_fired_time: 0.0865791887, output_fired_time: 0.0000000000, propagate_forward_time: 4.6556010246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297213554
validation[          , genome  5584] predictions:    9553/  10000 (95.53%), best:    9674/10000 (96.74%), error:      1527.09631, best error:      1041.29016 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.6892242432s, input_fired_time: 0.6947723031, output_fired_time: 0.6513209343, propagate_forward_time: 23.1931266785, propagate_backward_time: 34.7578735352, weight_update_time: 0.1287823617, other_time: 2.3921318054
epoch time: 5.1800770760s, input_fired_time: 0.0868218988, output_fired_time: 0.0000000000, propagate_forward_time: 4.6658673286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273877144
validation[          , genome  5584] predictions:    9685/  10000 (96.85%), best:    9674/10000 (96.74%), error:      1065.14526, best error:      1041.29016 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.7890586853s, input_fired_time: 0.6932367086, output_fired_time: 0.6532508731, propagate_forward_time: 23.2866783142, propagate_backward_time: 34.7754745483, weight_update_time: 0.1289185137, other_time: 2.3804168701
epoch time: 5.1774983406s, input_fired_time: 0.0863836110, output_fired_time: 0.0000000000, propagate_forward_time: 4.6682038307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229106903
validation[          , genome  5584] predictions:    9657/  10000 (96.57%), best:    9674/10000 (96.74%), error:      1140.28015, best error:      1041.29016 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.4830245972s, input_fired_time: 0.6919015050, output_fired_time: 0.6508027315, propagate_forward_time: 23.1199150085, propagate_backward_time: 34.6475563049, weight_update_time: 0.1282170862, other_time: 2.3728485107
epoch time: 5.2251648903s, input_fired_time: 0.0874542072, output_fired_time: 0.0000000000, propagate_forward_time: 4.7054653168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322452545
validation[          , genome  5584] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1127.05408, best error:      1041.29016 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.5524368286s, input_fired_time: 0.6920323372, output_fired_time: 0.6492767930, propagate_forward_time: 23.1375656128, propagate_backward_time: 34.6898269653, weight_update_time: 0.1285432279, other_time: 2.3837356567
epoch time: 5.2037458420s, input_fired_time: 0.0868377686, output_fired_time: 0.0000000000, propagate_forward_time: 4.6905455589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263625145
validation[          , genome  5584] predictions:    9696/  10000 (96.96%), best:    9674/10000 (96.74%), error:      1082.90332, best error:      1041.29016 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.5870933533s, input_fired_time: 0.6938369274, output_fired_time: 0.6515091062, propagate_forward_time: 23.2006855011, propagate_backward_time: 34.6259422302, weight_update_time: 0.1287962347, other_time: 2.4151191711
epoch time: 5.1366620064s, input_fired_time: 0.0866355374, output_fired_time: 0.0000000000, propagate_forward_time: 4.6245174408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255089760
validation[          , genome  5584] predictions:    9669/  10000 (96.69%), best:    9674/10000 (96.74%), error:      1099.22498, best error:      1041.29016 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.9821243286s, input_fired_time: 0.6942904592, output_fired_time: 0.6558514833, propagate_forward_time: 23.3197193146, propagate_backward_time: 34.9264221191, weight_update_time: 0.1286978871, other_time: 2.3858413696
epoch time: 5.1374869347s, input_fired_time: 0.0864450559, output_fired_time: 0.0000000000, propagate_forward_time: 4.6276974678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233446121
validation[          , genome  5584] predictions:    9681/  10000 (96.81%), best:    9674/10000 (96.74%), error:      1071.26550, best error:      1041.29016 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.6501998901s, input_fired_time: 0.6934706569, output_fired_time: 0.6515168548, propagate_forward_time: 23.2055587769, propagate_backward_time: 34.6935043335, weight_update_time: 0.1285980493, other_time: 2.4061508179
epoch time: 5.0094447136s, input_fired_time: 0.0848885775, output_fired_time: 0.0000000000, propagate_forward_time: 4.5046596527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198966026
validation[          , genome  5584] predictions:    9698/  10000 (96.98%), best:    9674/10000 (96.74%), error:      1043.10315, best error:      1041.29016 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.4557189941s, input_fired_time: 0.6911212802, output_fired_time: 0.6492221951, propagate_forward_time: 23.0367622375, propagate_backward_time: 34.6796226501, weight_update_time: 0.1283369213, other_time: 2.3989906311
epoch time: 5.0832967758s, input_fired_time: 0.0857134014, output_fired_time: 0.0000000000, propagate_forward_time: 4.5722289085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253544807
validation[          , genome  5584] predictions:    9675/  10000 (96.75%), best:    9674/10000 (96.74%), error:      1087.71069, best error:      1041.29016 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.6739349365s, input_fired_time: 0.6940416694, output_fired_time: 0.6524869204, propagate_forward_time: 23.2174510956, propagate_backward_time: 34.7133598328, weight_update_time: 0.1282094568, other_time: 2.3965950012
epoch time: 5.1569185257s, input_fired_time: 0.0871562362, output_fired_time: 0.0000000000, propagate_forward_time: 4.6422128677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275493622
validation[          , genome  5584] predictions:    9655/  10000 (96.55%), best:    9674/10000 (96.74%), error:      1151.52490, best error:      1041.29016 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.6313858032s, input_fired_time: 0.6935213804, output_fired_time: 0.6512533426, propagate_forward_time: 23.2206153870, propagate_backward_time: 34.6874160767, weight_update_time: 0.1284429133, other_time: 2.3785820007
epoch time: 5.2042241096s, input_fired_time: 0.0874060690, output_fired_time: 0.0000000000, propagate_forward_time: 4.6890077591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278101921
validation[          , genome  5584] predictions:    9636/  10000 (96.36%), best:    9674/10000 (96.74%), error:      1219.30042, best error:      1041.29016 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.4008140564s, input_fired_time: 0.6922309399, output_fired_time: 0.6516270638, propagate_forward_time: 23.0833663940, propagate_backward_time: 34.6096229553, weight_update_time: 0.1277952045, other_time: 2.3639678955
epoch time: 5.1765785217s, input_fired_time: 0.0872058943, output_fired_time: 0.0000000000, propagate_forward_time: 4.6653208733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240517616
validation[          , genome  5584] predictions:    9646/  10000 (96.46%), best:    9674/10000 (96.74%), error:      1160.10864, best error:      1041.29016 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.6377067566s, input_fired_time: 0.6883469820, output_fired_time: 0.6399543881, propagate_forward_time: 22.7777919769, propagate_backward_time: 34.1501388550, weight_update_time: 0.1273226738, other_time: 2.3814773560
epoch time: 5.2074599266s, input_fired_time: 0.0876630992, output_fired_time: 0.0000000000, propagate_forward_time: 4.6921720505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276247025
validation[          , genome  5584] predictions:    9685/  10000 (96.85%), best:    9674/10000 (96.74%), error:      1059.42847, best error:      1041.29016 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.5784454346s, input_fired_time: 0.6937251687, output_fired_time: 0.6503933668, propagate_forward_time: 23.1588611603, propagate_backward_time: 34.6902313232, weight_update_time: 0.1282851845, other_time: 2.3852310181
epoch time: 5.1930756569s, input_fired_time: 0.0869340450, output_fired_time: 0.0000000000, propagate_forward_time: 4.6820297241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241118431
validation[          , genome  5584] predictions:    9661/  10000 (96.61%), best:    9674/10000 (96.74%), error:      1067.51965, best error:      1041.29016 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.9073638916s, input_fired_time: 0.6970968246, output_fired_time: 0.6551716328, propagate_forward_time: 23.3172168732, propagate_backward_time: 34.8402175903, weight_update_time: 0.1289835572, other_time: 2.3976593018
epoch time: 5.0532569885s, input_fired_time: 0.0858301520, output_fired_time: 0.0000000000, propagate_forward_time: 4.5432176590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242091179
validation[          , genome  5584] predictions:    9689/  10000 (96.89%), best:    9674/10000 (96.74%), error:      1059.16565, best error:      1041.29016 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.4439239502s, input_fired_time: 0.6886122227, output_fired_time: 0.6399791837, propagate_forward_time: 22.7474708557, propagate_backward_time: 34.0007286072, weight_update_time: 0.1264082342, other_time: 2.3671302795
epoch time: 5.1576995850s, input_fired_time: 0.0863462538, output_fired_time: 0.0000000000, propagate_forward_time: 4.6468892097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244642258
validation[          , genome  5584] predictions:    9671/  10000 (96.71%), best:    9674/10000 (96.74%), error:      1103.51929, best error:      1041.29016 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.6813316345s, input_fired_time: 0.6876608729, output_fired_time: 0.6414317489, propagate_forward_time: 22.7911930084, propagate_backward_time: 34.1752281189, weight_update_time: 0.1275976598, other_time: 2.3858222961
epoch time: 5.1743149757s, input_fired_time: 0.0877399147, output_fired_time: 0.0000000000, propagate_forward_time: 4.6536083221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329667091
validation[          , genome  5584] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1160.21265, best error:      1041.29016 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.1271133423s, input_fired_time: 0.6918602586, output_fired_time: 0.6455330849, propagate_forward_time: 22.9692363739, propagate_backward_time: 34.4172973633, weight_update_time: 0.1279319823, other_time: 2.4031829834
epoch time: 5.2226381302s, input_fired_time: 0.0872104913, output_fired_time: 0.0000000000, propagate_forward_time: 4.7095170021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259104729
validation[          , genome  5584] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1026.53699, best error:      1026.53699 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.5636672974s, input_fired_time: 0.6936933398, output_fired_time: 0.6528258324, propagate_forward_time: 23.1524314880, propagate_backward_time: 34.6815223694, weight_update_time: 0.1279866695, other_time: 2.3831939697
epoch time: 5.1919975281s, input_fired_time: 0.0875182226, output_fired_time: 0.0000000000, propagate_forward_time: 4.6802854538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241938591
validation[          , genome  5584] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1141.96838, best error:      1026.53699 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.8005676270s, input_fired_time: 0.6960288882, output_fired_time: 0.6515507698, propagate_forward_time: 23.2162399292, propagate_backward_time: 34.8239746094, weight_update_time: 0.1288361251, other_time: 2.4127731323
epoch time: 5.1574549675s, input_fired_time: 0.0872171596, output_fired_time: 0.0000000000, propagate_forward_time: 4.6440553665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261822701
validation[          , genome  5584] predictions:    9667/  10000 (96.67%), best:    9694/10000 (96.94%), error:      1107.75732, best error:      1026.53699 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.7647018433s, input_fired_time: 0.6937300563, output_fired_time: 0.6530326605, propagate_forward_time: 23.2128200531, propagate_backward_time: 34.8172569275, weight_update_time: 0.1284977049, other_time: 2.3878593445
epoch time: 5.1372747421s, input_fired_time: 0.0860697776, output_fired_time: 0.0000000000, propagate_forward_time: 4.6250076294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261975288
validation[          , genome  5584] predictions:    9656/  10000 (96.56%), best:    9694/10000 (96.94%), error:      1140.64807, best error:      1026.53699 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.0783195496s, input_fired_time: 0.6918385625, output_fired_time: 0.6456279159, propagate_forward_time: 22.9519710541, propagate_backward_time: 34.3996810913, weight_update_time: 0.1274276376, other_time: 2.3892059326
epoch time: 5.1818966866s, input_fired_time: 0.0873446539, output_fired_time: 0.0000000000, propagate_forward_time: 4.6733398438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212121964
validation[          , genome  5584] predictions:    9660/  10000 (96.60%), best:    9694/10000 (96.94%), error:      1129.42395, best error:      1026.53699 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.7678070068s, input_fired_time: 0.6958593726, output_fired_time: 0.6536788344, propagate_forward_time: 23.2444419861, propagate_backward_time: 34.7894592285, weight_update_time: 0.1283834726, other_time: 2.3843688965
epoch time: 5.1817197800s, input_fired_time: 0.0873261988, output_fired_time: 0.0000000000, propagate_forward_time: 4.6645178795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298758507
validation[          , genome  5584] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1096.57288, best error:      1026.53699 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.5112953186s, input_fired_time: 0.6954975724, output_fired_time: 0.6503478289, propagate_forward_time: 23.1508636475, propagate_backward_time: 34.6161308289, weight_update_time: 0.1284214258, other_time: 2.3984527588
epoch time: 4.8364434242s, input_fired_time: 0.0832327679, output_fired_time: 0.0000000000, propagate_forward_time: 4.3395338058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136767387
validation[          , genome  5584] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1080.01355, best error:      1026.53699 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.3946990967s, input_fired_time: 0.6947338581, output_fired_time: 0.6485124230, propagate_forward_time: 23.1310424805, propagate_backward_time: 34.5264968872, weight_update_time: 0.1278413087, other_time: 2.3939132690
epoch time: 5.1131062508s, input_fired_time: 0.0864983127, output_fired_time: 0.0000000000, propagate_forward_time: 4.6032829285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233250618
validation[          , genome  5584] predictions:    9705/  10000 (97.05%), best:    9694/10000 (96.94%), error:      1056.54834, best error:      1026.53699 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 61.7837791443s, input_fired_time: 0.6980593801, output_fired_time: 0.6532270908, propagate_forward_time: 23.2736034393, propagate_backward_time: 34.7439918518, weight_update_time: 0.1288842410, other_time: 2.4148979187
epoch time: 5.1158990860s, input_fired_time: 0.0871029943, output_fired_time: 0.0000000000, propagate_forward_time: 4.6052327156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235634804
validation[          , genome  5584] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1008.06055, best error:      1008.06055 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.4271011353s, input_fired_time: 0.6943919063, output_fired_time: 0.6492447853, propagate_forward_time: 23.1058292389, propagate_backward_time: 34.5857734680, weight_update_time: 0.1283292472, other_time: 2.3918571472
epoch time: 5.1827783585s, input_fired_time: 0.0882964507, output_fired_time: 0.0000000000, propagate_forward_time: 4.6635150909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309668541
validation[          , genome  5584] predictions:    9660/  10000 (96.60%), best:    9699/10000 (96.99%), error:      1143.71350, best error:      1008.06055 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.4980201721s, input_fired_time: 0.6963253021, output_fired_time: 0.6496888995, propagate_forward_time: 23.1928405762, propagate_backward_time: 34.5480651855, weight_update_time: 0.1291444153, other_time: 2.4111022949
epoch time: 4.8782014847s, input_fired_time: 0.0839849040, output_fired_time: 0.0000000000, propagate_forward_time: 4.3814678192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127488136
validation[          , genome  5584] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1059.13770, best error:      1008.06055 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.9465408325s, input_fired_time: 0.6917053461, output_fired_time: 0.6458339095, propagate_forward_time: 22.9015045166, propagate_backward_time: 34.3245582581, weight_update_time: 0.1277860105, other_time: 2.3829421997
epoch time: 5.1297259331s, input_fired_time: 0.0873779282, output_fired_time: 0.0000000000, propagate_forward_time: 4.6129961014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293518066
validation[          , genome  5584] predictions:    9656/  10000 (96.56%), best:    9699/10000 (96.99%), error:      1081.26233, best error:      1008.06055 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.7820625305s, input_fired_time: 0.6968369484, output_fired_time: 0.6531978846, propagate_forward_time: 23.2472972870, propagate_backward_time: 34.7929611206, weight_update_time: 0.1285330504, other_time: 2.3917694092
epoch time: 5.1302180290s, input_fired_time: 0.0871976987, output_fired_time: 0.0000000000, propagate_forward_time: 4.6117267609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312934875
validation[          , genome  5584] predictions:    9678/  10000 (96.78%), best:    9699/10000 (96.99%), error:      1062.21948, best error:      1008.06055 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.5430030823s, input_fired_time: 0.6953547597, output_fired_time: 0.6497197151, propagate_forward_time: 23.1306781769, propagate_backward_time: 34.6818923950, weight_update_time: 0.1277266294, other_time: 2.3853607178
epoch time: 5.1484665871s, input_fired_time: 0.0870016068, output_fired_time: 0.0000000000, propagate_forward_time: 4.6402649879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211997986
validation[          , genome  5584] predictions:    9640/  10000 (96.40%), best:    9699/10000 (96.99%), error:      1228.35950, best error:      1008.06055 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 60.4673995972s, input_fired_time: 0.6892593503, output_fired_time: 0.6409918666, propagate_forward_time: 22.7537765503, propagate_backward_time: 34.0028572083, weight_update_time: 0.1267563850, other_time: 2.3805160522
epoch time: 5.1415958405s, input_fired_time: 0.0873313397, output_fired_time: 0.0000000000, propagate_forward_time: 4.6223540306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319105148
validation[          , genome  5584] predictions:    9700/  10000 (97.00%), best:    9699/10000 (96.99%), error:      1010.38141, best error:      1008.06055 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.3806991577s, input_fired_time: 0.6954880357, output_fired_time: 0.6476977468, propagate_forward_time: 23.1203861237, propagate_backward_time: 34.5057334900, weight_update_time: 0.1286590248, other_time: 2.4113960266
epoch time: 5.1819500923s, input_fired_time: 0.0876518488, output_fired_time: 0.0000000000, propagate_forward_time: 4.6628546715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314436913
validation[          , genome  5584] predictions:    9684/  10000 (96.84%), best:    9699/10000 (96.99%), error:      1050.67358, best error:      1008.06055 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.8281631470s, input_fired_time: 0.6970093250, output_fired_time: 0.6517781019, propagate_forward_time: 23.2539615631, propagate_backward_time: 34.8159408569, weight_update_time: 0.1290271133, other_time: 2.4094696045
epoch time: 5.1209869385s, input_fired_time: 0.0871255174, output_fired_time: 0.0000000000, propagate_forward_time: 4.6089887619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248728752
validation[          , genome  5584] predictions:    9669/  10000 (96.69%), best:    9699/10000 (96.99%), error:      1072.61841, best error:      1008.06055 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.9900512695s, input_fired_time: 0.6928833723, output_fired_time: 0.6453570127, propagate_forward_time: 22.9110412598, propagate_backward_time: 34.3573417664, weight_update_time: 0.1274588704, other_time: 2.3834304810
epoch time: 5.1955461502s, input_fired_time: 0.0869457945, output_fired_time: 0.0000000000, propagate_forward_time: 4.6795058250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290943146
validation[          , genome  5584] predictions:    9641/  10000 (96.41%), best:    9699/10000 (96.99%), error:      1215.00964, best error:      1008.06055 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.6418304443s, input_fired_time: 0.6911737919, output_fired_time: 0.6419887543, propagate_forward_time: 22.7209491730, propagate_backward_time: 34.2084884644, weight_update_time: 0.1267794669, other_time: 2.3792343140
epoch time: 5.1372919083s, input_fired_time: 0.0869847089, output_fired_time: 0.0000000000, propagate_forward_time: 4.6224613190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278459549
validation[          , genome  5584] predictions:    9682/  10000 (96.82%), best:    9699/10000 (96.99%), error:      1055.46912, best error:      1008.06055 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.7076683044s, input_fired_time: 0.6966046095, output_fired_time: 0.6518206000, propagate_forward_time: 23.2194004059, propagate_backward_time: 34.7448234558, weight_update_time: 0.1284490228, other_time: 2.3950157166
epoch time: 5.1357913017s, input_fired_time: 0.0877301991, output_fired_time: 0.0000000000, propagate_forward_time: 4.6209459305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271149635
validation[          , genome  5584] predictions:    9664/  10000 (96.64%), best:    9699/10000 (96.99%), error:      1107.17175, best error:      1008.06055 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.3296394348s, input_fired_time: 0.6972438693, output_fired_time: 0.6487431526, propagate_forward_time: 23.0666961670, propagate_backward_time: 34.5091819763, weight_update_time: 0.1278597414, other_time: 2.4077758789
epoch time: 4.8549327850s, input_fired_time: 0.0843811855, output_fired_time: 0.0000000000, propagate_forward_time: 4.3594803810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110713005
validation[          , genome  5584] predictions:    9678/  10000 (96.78%), best:    9699/10000 (96.99%), error:      1093.77625, best error:      1008.06055 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.8388214111s, input_fired_time: 0.7001031041, output_fired_time: 0.6534296870, propagate_forward_time: 23.2597980499, propagate_backward_time: 34.8089561462, weight_update_time: 0.1290122867, other_time: 2.4165306091
epoch time: 5.0977425575s, input_fired_time: 0.0867169499, output_fired_time: 0.0000000000, propagate_forward_time: 4.5834155083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276099205
validation[          , genome  5584] predictions:    9632/  10000 (96.32%), best:    9699/10000 (96.99%), error:      1193.02332, best error:      1008.06055 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.4431724548s, input_fired_time: 0.6984843016, output_fired_time: 0.6503804922, propagate_forward_time: 23.1006126404, propagate_backward_time: 34.6073989868, weight_update_time: 0.1278013587, other_time: 2.3862991333
epoch time: 5.0378475189s, input_fired_time: 0.0861168802, output_fired_time: 0.0000000000, propagate_forward_time: 4.5345444679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171862602
validation[          , genome  5584] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1040.60925, best error:      1008.06055 on epoch:    86, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 25.9072990417s, input_fired_time: 0.4385443926, output_fired_time: 0.0000000000, propagate_forward_time: 23.2427730560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2259807587
best training[          , genome  5584] predictions:   49304/  50000 (98.61%), best:    9699/10000 (96.99%), error:      2609.10425, best error:      1008.06055 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.1479773521s, input_fired_time: 0.0875105634, output_fired_time: 0.0000000000, propagate_forward_time: 4.6349229813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255437851
   testing[          , genome  5584] predictions:    9738/  10000 (97.38%), best:    9699/10000 (96.99%), error:       868.14868, best error:      1008.06055 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:28:29 (4656): called boinc_finish(0)

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