Nameexact_genome_1512568488_42_4342_1
Workunit2592939
Created7 Dec 2017, 9:27:13 UTC
Sent7 Dec 2017, 9:32:57 UTC
Report deadline10 Dec 2017, 17:13:25 UTC
Received7 Dec 2017, 11:26:53 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 53 min 29 sec
CPU time1 hours 53 min 9 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.83 MB
Peak swap size156.65 MB
Peak disk usage1.82 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0516992174, output_fired_time: 0.0000000000, propagate_forward_time: 4.7646541595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212679863
validation[          , genome  4342] predictions:    9550/  10000 (95.50%), best:    9585/10000 (95.85%), error:      1477.55969, best error:      1434.91492 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.5045814514s, input_fired_time: 0.4146227241, output_fired_time: 0.3780286312, propagate_forward_time: 23.7480125427, propagate_backward_time: 34.5717315674, weight_update_time: 0.1329808235, other_time: 2.3921852112
epoch time: 5.2480483055s, input_fired_time: 0.0525783300, output_fired_time: 0.0000000000, propagate_forward_time: 4.7729878426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224820137
validation[          , genome  4342] predictions:    9559/  10000 (95.59%), best:    9585/10000 (95.85%), error:      1471.66638, best error:      1434.91492 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.5291938782s, input_fired_time: 0.4130237401, output_fired_time: 0.3769925535, propagate_forward_time: 23.7198543549, propagate_backward_time: 34.6124343872, weight_update_time: 0.1316209286, other_time: 2.4068908691
epoch time: 5.2555751801s, input_fired_time: 0.0519024692, output_fired_time: 0.0000000000, propagate_forward_time: 4.7838387489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198341370
validation[          , genome  4342] predictions:    9532/  10000 (95.32%), best:    9585/10000 (95.85%), error:      1585.21912, best error:      1434.91492 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.9684677124s, input_fired_time: 0.4160550237, output_fired_time: 0.3802309036, propagate_forward_time: 23.8997459412, propagate_backward_time: 34.8521537781, weight_update_time: 0.1320192516, other_time: 2.4202842712
epoch time: 5.2286038399s, input_fired_time: 0.0522009768, output_fired_time: 0.0000000000, propagate_forward_time: 4.7580347061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183683395
validation[          , genome  4342] predictions:    9388/  10000 (93.88%), best:    9585/10000 (95.85%), error:      2050.49902, best error:      1434.91492 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 60.7871170044s, input_fired_time: 0.4111361206, output_fired_time: 0.3744752705, propagate_forward_time: 23.4098091125, propagate_backward_time: 34.2268028259, weight_update_time: 0.1300854832, other_time: 2.3648948669
epoch time: 5.1942000389s, input_fired_time: 0.0515118353, output_fired_time: 0.0000000000, propagate_forward_time: 4.7265529633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161353111
validation[          , genome  4342] predictions:    9155/  10000 (91.55%), best:    9585/10000 (95.85%), error:      2886.83325, best error:      1434.91492 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.3478088379s, input_fired_time: 0.4098344445, output_fired_time: 0.3760494888, propagate_forward_time: 23.6383266449, propagate_backward_time: 34.5653419495, weight_update_time: 0.1293686330, other_time: 2.3582572937
epoch time: 5.2460737228s, input_fired_time: 0.0520596690, output_fired_time: 0.0000000000, propagate_forward_time: 4.7767801285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172339439
validation[          , genome  4342] predictions:    9517/  10000 (95.17%), best:    9585/10000 (95.85%), error:      1574.19580, best error:      1434.91492 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.8463401794s, input_fired_time: 0.4145545661, output_fired_time: 0.3801076412, propagate_forward_time: 23.8060569763, propagate_backward_time: 34.8414421082, weight_update_time: 0.1313009858, other_time: 2.4041786194
epoch time: 5.2285337448s, input_fired_time: 0.0514606088, output_fired_time: 0.0000000000, propagate_forward_time: 4.7640700340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130029678
validation[          , genome  4342] predictions:    9409/  10000 (94.09%), best:    9585/10000 (95.85%), error:      1958.70691, best error:      1434.91492 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.7651443481s, input_fired_time: 0.4168120325, output_fired_time: 0.3794705868, propagate_forward_time: 23.8116836548, propagate_backward_time: 34.7522659302, weight_update_time: 0.1315257400, other_time: 2.4049110413
epoch time: 5.2484769821s, input_fired_time: 0.0523632653, output_fired_time: 0.0000000000, propagate_forward_time: 4.7818951607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142184258
validation[          , genome  4342] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1347.71143, best error:      1347.71143 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.2381095886s, input_fired_time: 0.4120018780, output_fired_time: 0.3743726611, propagate_forward_time: 23.5739593506, propagate_backward_time: 34.5045471191, weight_update_time: 0.1299477220, other_time: 2.3732261658
epoch time: 5.1659278870s, input_fired_time: 0.0527314059, output_fired_time: 0.0000000000, propagate_forward_time: 4.6937050819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194912910
validation[          , genome  4342] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1347.14246, best error:      1347.14246 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.7432327271s, input_fired_time: 0.4137678146, output_fired_time: 0.3786104321, propagate_forward_time: 23.8369827271, propagate_backward_time: 34.7503242493, weight_update_time: 0.1297936141, other_time: 2.3635482788
epoch time: 5.2530603409s, input_fired_time: 0.0537026599, output_fired_time: 0.0000000000, propagate_forward_time: 4.7724366188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269208908
validation[          , genome  4342] predictions:    9608/  10000 (96.08%), best:    9611/10000 (96.11%), error:      1381.58911, best error:      1347.14246 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.8055534363s, input_fired_time: 0.4203056395, output_fired_time: 0.3812499940, propagate_forward_time: 23.7410602570, propagate_backward_time: 34.8119087219, weight_update_time: 0.1326321512, other_time: 2.4510307312
epoch time: 5.0881142616s, input_fired_time: 0.0502912104, output_fired_time: 0.0000000000, propagate_forward_time: 4.6356124878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022107124
validation[          , genome  4342] predictions:    9479/  10000 (94.79%), best:    9611/10000 (96.11%), error:      1740.22998, best error:      1347.14246 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.6043891907s, input_fired_time: 0.4161438346, output_fired_time: 0.3780522645, propagate_forward_time: 23.7404632568, propagate_backward_time: 34.6685028076, weight_update_time: 0.1310444474, other_time: 2.4012260437
epoch time: 5.0212340355s, input_fired_time: 0.0506383516, output_fired_time: 0.0000000000, propagate_forward_time: 4.5683140755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022817612
validation[          , genome  4342] predictions:    9591/  10000 (95.91%), best:    9611/10000 (96.11%), error:      1396.67163, best error:      1347.14246 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.2068672180s, input_fired_time: 0.4137087762, output_fired_time: 0.3761160970, propagate_forward_time: 23.5156421661, propagate_backward_time: 34.5169448853, weight_update_time: 0.1301054507, other_time: 2.3844528198
epoch time: 5.1911544800s, input_fired_time: 0.0529904738, output_fired_time: 0.0000000000, propagate_forward_time: 4.7164592743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217047691
validation[          , genome  4342] predictions:    9596/  10000 (95.96%), best:    9611/10000 (96.11%), error:      1363.79443, best error:      1347.14246 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.5413017273s, input_fired_time: 0.4145476818, output_fired_time: 0.3777939379, propagate_forward_time: 23.7548027039, propagate_backward_time: 34.5894317627, weight_update_time: 0.1310536563, other_time: 2.4047279358
epoch time: 5.2421360016s, input_fired_time: 0.0527396053, output_fired_time: 0.0000000000, propagate_forward_time: 4.7670307159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223656654
validation[          , genome  4342] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1306.63403, best error:      1306.63403 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.1114349365s, input_fired_time: 0.4154357314, output_fired_time: 0.3795105815, propagate_forward_time: 23.9283733368, propagate_backward_time: 35.0060691833, weight_update_time: 0.1310249418, other_time: 2.3820457458
epoch time: 5.1862292290s, input_fired_time: 0.0527462587, output_fired_time: 0.0000000000, propagate_forward_time: 4.7086596489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248232841
validation[          , genome  4342] predictions:    9591/  10000 (95.91%), best:    9608/10000 (96.08%), error:      1385.42627, best error:      1306.63403 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.6353187561s, input_fired_time: 0.4143962860, output_fired_time: 0.3782724738, propagate_forward_time: 23.7895336151, propagate_backward_time: 34.6634864807, weight_update_time: 0.1315502971, other_time: 2.3896293640
epoch time: 5.2294960022s, input_fired_time: 0.0527595803, output_fired_time: 0.0000000000, propagate_forward_time: 4.7574090958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193272591
validation[          , genome  4342] predictions:    9499/  10000 (94.99%), best:    9608/10000 (96.08%), error:      1629.68811, best error:      1306.63403 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.5144271851s, input_fired_time: 0.4175622463, output_fired_time: 0.3787732720, propagate_forward_time: 23.7374572754, propagate_backward_time: 34.5810623169, weight_update_time: 0.1311007738, other_time: 2.3995742798
epoch time: 5.2684688568s, input_fired_time: 0.0530432202, output_fired_time: 0.0000000000, propagate_forward_time: 4.7938446999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215807915
validation[          , genome  4342] predictions:    9370/  10000 (93.70%), best:    9608/10000 (96.08%), error:      2059.43750, best error:      1306.63403 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.3536682129s, input_fired_time: 0.4164485633, output_fired_time: 0.3770152330, propagate_forward_time: 23.6453704834, propagate_backward_time: 34.5210456848, weight_update_time: 0.1311708838, other_time: 2.3937911987
epoch time: 5.1691298485s, input_fired_time: 0.0512640104, output_fired_time: 0.0000000000, propagate_forward_time: 4.7104306221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074354172
validation[          , genome  4342] predictions:    9575/  10000 (95.75%), best:    9608/10000 (96.08%), error:      1417.87378, best error:      1306.63403 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.6068115234s, input_fired_time: 0.4167663753, output_fired_time: 0.3792963922, propagate_forward_time: 23.7162494659, propagate_backward_time: 34.6835823059, weight_update_time: 0.1317254007, other_time: 2.4109153748
epoch time: 5.1942405701s, input_fired_time: 0.0527191088, output_fired_time: 0.0000000000, propagate_forward_time: 4.7190794945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224419594
validation[          , genome  4342] predictions:    9584/  10000 (95.84%), best:    9608/10000 (96.08%), error:      1384.73865, best error:      1306.63403 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.2588233948s, input_fired_time: 0.4193679392, output_fired_time: 0.3799252212, propagate_forward_time: 23.6469058990, propagate_backward_time: 34.4169158936, weight_update_time: 0.1308923811, other_time: 2.3957061768
epoch time: 4.9701089859s, input_fired_time: 0.0492431410, output_fired_time: 0.0000000000, propagate_forward_time: 4.5362172127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846487999
validation[          , genome  4342] predictions:    9594/  10000 (95.94%), best:    9608/10000 (96.08%), error:      1405.33618, best error:      1306.63403 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.4226303101s, input_fired_time: 0.4184248447, output_fired_time: 0.3785214126, propagate_forward_time: 23.6081943512, propagate_backward_time: 34.6027832031, weight_update_time: 0.1320807040, other_time: 2.4147033691
epoch time: 5.2135596275s, input_fired_time: 0.0513290428, output_fired_time: 0.0000000000, propagate_forward_time: 4.7561254501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061050415
validation[          , genome  4342] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1223.81104, best error:      1223.81104 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.4133720398s, input_fired_time: 0.4174192250, output_fired_time: 0.3769491911, propagate_forward_time: 23.7191085815, propagate_backward_time: 34.5074806213, weight_update_time: 0.1311463714, other_time: 2.3924140930
epoch time: 5.1593079567s, input_fired_time: 0.0517089479, output_fired_time: 0.0000000000, propagate_forward_time: 4.6860847473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215140343
validation[          , genome  4342] predictions:    9569/  10000 (95.69%), best:    9639/10000 (96.39%), error:      1451.07043, best error:      1223.81104 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.3994331360s, input_fired_time: 0.4172048867, output_fired_time: 0.3792107999, propagate_forward_time: 23.7246437073, propagate_backward_time: 34.4763107300, weight_update_time: 0.1312159598, other_time: 2.4020614624
epoch time: 5.2398381233s, input_fired_time: 0.0530058257, output_fired_time: 0.0000000000, propagate_forward_time: 4.7656912804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211411476
validation[          , genome  4342] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1343.86792, best error:      1223.81104 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.7730751038s, input_fired_time: 0.4152556360, output_fired_time: 0.3784987330, propagate_forward_time: 23.8496570587, propagate_backward_time: 34.7583694458, weight_update_time: 0.1301371455, other_time: 2.3712921143
epoch time: 5.2419686317s, input_fired_time: 0.0536166579, output_fired_time: 0.0000000000, propagate_forward_time: 4.7677884102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205636978
validation[          , genome  4342] predictions:    9645/  10000 (96.45%), best:    9639/10000 (96.39%), error:      1241.66492, best error:      1223.81104 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.6731185913s, input_fired_time: 0.4145359695, output_fired_time: 0.3773473203, propagate_forward_time: 23.7389068604, propagate_backward_time: 34.7878227234, weight_update_time: 0.1296113729, other_time: 2.3545074463
epoch time: 5.2506308556s, input_fired_time: 0.0523212850, output_fired_time: 0.0000000000, propagate_forward_time: 4.7805275917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177818298
validation[          , genome  4342] predictions:    9615/  10000 (96.15%), best:    9639/10000 (96.39%), error:      1300.67969, best error:      1223.81104 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.3966064453s, input_fired_time: 0.4171659648, output_fired_time: 0.3786802888, propagate_forward_time: 23.6539363861, propagate_backward_time: 34.5458869934, weight_update_time: 0.1314273924, other_time: 2.4009361267
epoch time: 5.2040085793s, input_fired_time: 0.0511974432, output_fired_time: 0.0000000000, propagate_forward_time: 4.7557058334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971052170
validation[          , genome  4342] predictions:    9628/  10000 (96.28%), best:    9639/10000 (96.39%), error:      1247.88428, best error:      1223.81104 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.8251342773s, input_fired_time: 0.4211533070, output_fired_time: 0.3845250905, propagate_forward_time: 23.8810367584, propagate_backward_time: 34.7328414917, weight_update_time: 0.1324114799, other_time: 2.4055786133
epoch time: 5.2237238884s, input_fired_time: 0.0526402593, output_fired_time: 0.0000000000, propagate_forward_time: 4.7563605309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147229195
validation[          , genome  4342] predictions:    9452/  10000 (94.52%), best:    9639/10000 (96.39%), error:      1867.49377, best error:      1223.81104 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.8523025513s, input_fired_time: 0.4168993235, output_fired_time: 0.3788843453, propagate_forward_time: 23.8876647949, propagate_backward_time: 34.8069725037, weight_update_time: 0.1307136714, other_time: 2.3618812561
epoch time: 5.1924533844s, input_fired_time: 0.0520688817, output_fired_time: 0.0000000000, propagate_forward_time: 4.7300143242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103703499
validation[          , genome  4342] predictions:    9608/  10000 (96.08%), best:    9639/10000 (96.39%), error:      1312.02625, best error:      1223.81104 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.1708335876s, input_fired_time: 0.4144032001, output_fired_time: 0.3753363490, propagate_forward_time: 23.5475616455, propagate_backward_time: 34.4816055298, weight_update_time: 0.1294772178, other_time: 2.3519287109
epoch time: 5.2735800743s, input_fired_time: 0.0533468202, output_fired_time: 0.0000000000, propagate_forward_time: 4.7919383049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282951355
validation[          , genome  4342] predictions:    9626/  10000 (96.26%), best:    9639/10000 (96.39%), error:      1272.41406, best error:      1223.81104 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.5482635498s, input_fired_time: 0.4193459749, output_fired_time: 0.3777840734, propagate_forward_time: 23.7046566010, propagate_backward_time: 34.6431999207, weight_update_time: 0.1311171502, other_time: 2.4032783508
epoch time: 5.1769313812s, input_fired_time: 0.0529228933, output_fired_time: 0.0000000000, propagate_forward_time: 4.7073154449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166932106
validation[          , genome  4342] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1172.82837, best error:      1172.82837 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.4826698303s, input_fired_time: 0.4195785820, output_fired_time: 0.3797175586, propagate_forward_time: 23.6186561584, propagate_backward_time: 34.6499824524, weight_update_time: 0.1312994212, other_time: 2.4147338867
epoch time: 5.2097334862s, input_fired_time: 0.0538593270, output_fired_time: 0.0000000000, propagate_forward_time: 4.7361698151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197044373
validation[          , genome  4342] predictions:    9615/  10000 (96.15%), best:    9676/10000 (96.76%), error:      1320.21497, best error:      1172.82837 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.8392639160s, input_fired_time: 0.4205507338, output_fired_time: 0.3796837628, propagate_forward_time: 23.8156414032, propagate_backward_time: 34.8190956116, weight_update_time: 0.1313363314, other_time: 2.4042930603
epoch time: 5.1200113297s, input_fired_time: 0.0533294082, output_fired_time: 0.0000000000, propagate_forward_time: 4.6386194229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280624390
validation[          , genome  4342] predictions:    9631/  10000 (96.31%), best:    9676/10000 (96.76%), error:      1215.18872, best error:      1172.82837 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.7988014221s, input_fired_time: 0.4141169488, output_fired_time: 0.3775732517, propagate_forward_time: 23.8461837769, propagate_backward_time: 34.8380699158, weight_update_time: 0.1289165318, other_time: 2.3228569031
epoch time: 5.3656034470s, input_fired_time: 0.0571822040, output_fired_time: 0.0000000000, propagate_forward_time: 4.8666300774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417910576
validation[          , genome  4342] predictions:    9636/  10000 (96.36%), best:    9676/10000 (96.76%), error:      1240.84070, best error:      1172.82837 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.5349235535s, input_fired_time: 0.4185151756, output_fired_time: 0.3776954412, propagate_forward_time: 23.7640552521, propagate_backward_time: 34.5976181030, weight_update_time: 0.1298898607, other_time: 2.3770370483
epoch time: 5.1744985580s, input_fired_time: 0.0524016730, output_fired_time: 0.0000000000, propagate_forward_time: 4.7102036476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118933678
validation[          , genome  4342] predictions:    9607/  10000 (96.07%), best:    9676/10000 (96.76%), error:      1279.96997, best error:      1172.82837 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.3577117920s, input_fired_time: 0.4195297062, output_fired_time: 0.3765168190, propagate_forward_time: 23.5950031281, propagate_backward_time: 34.5609092712, weight_update_time: 0.1319158822, other_time: 2.4057502747
epoch time: 5.1909313202s, input_fired_time: 0.0540666915, output_fired_time: 0.0000000000, propagate_forward_time: 4.7160167694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208478928
validation[          , genome  4342] predictions:    9614/  10000 (96.14%), best:    9676/10000 (96.76%), error:      1283.19312, best error:      1172.82837 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.2256584167s, input_fired_time: 0.4179154038, output_fired_time: 0.3769669533, propagate_forward_time: 23.5659236908, propagate_backward_time: 34.4606704712, weight_update_time: 0.1311975569, other_time: 2.4041824341
epoch time: 5.0473217964s, input_fired_time: 0.0511180907, output_fired_time: 0.0000000000, propagate_forward_time: 4.5920867920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041171074
validation[          , genome  4342] predictions:    9641/  10000 (96.41%), best:    9676/10000 (96.76%), error:      1266.36548, best error:      1172.82837 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.5772018433s, input_fired_time: 0.4187643826, output_fired_time: 0.3786524832, propagate_forward_time: 23.7713851929, propagate_backward_time: 34.6134300232, weight_update_time: 0.1314259022, other_time: 2.3949699402
epoch time: 5.2244954109s, input_fired_time: 0.0537528247, output_fired_time: 0.0000000000, propagate_forward_time: 4.7560644150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146780968
validation[          , genome  4342] predictions:    9408/  10000 (94.08%), best:    9676/10000 (96.76%), error:      1925.34778, best error:      1172.82837 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.0270729065s, input_fired_time: 0.4219101369, output_fired_time: 0.3829476237, propagate_forward_time: 23.8448448181, propagate_backward_time: 34.9350509644, weight_update_time: 0.1333638430, other_time: 2.4423217773
epoch time: 5.1876273155s, input_fired_time: 0.0517038219, output_fired_time: 0.0000000000, propagate_forward_time: 4.7326769829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032464027
validation[          , genome  4342] predictions:    9606/  10000 (96.06%), best:    9676/10000 (96.76%), error:      1309.21667, best error:      1172.82837 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.6630401611s, input_fired_time: 0.4193483293, output_fired_time: 0.3774764538, propagate_forward_time: 23.5596561432, propagate_backward_time: 34.9197769165, weight_update_time: 0.1301146299, other_time: 2.3867797852
epoch time: 5.2469077110s, input_fired_time: 0.0523837581, output_fired_time: 0.0000000000, propagate_forward_time: 4.7801055908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144182205
validation[          , genome  4342] predictions:    9652/  10000 (96.52%), best:    9676/10000 (96.76%), error:      1198.54553, best error:      1172.82837 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.3749389648s, input_fired_time: 0.4180558026, output_fired_time: 0.3760697842, propagate_forward_time: 23.6769695282, propagate_backward_time: 34.5221214294, weight_update_time: 0.1310270280, other_time: 2.3817253113
epoch time: 5.2005972862s, input_fired_time: 0.0526520498, output_fired_time: 0.0000000000, propagate_forward_time: 4.7314271927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165182114
validation[          , genome  4342] predictions:    9626/  10000 (96.26%), best:    9676/10000 (96.76%), error:      1246.92737, best error:      1172.82837 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.5829963684s, input_fired_time: 0.4199312031, output_fired_time: 0.3774113059, propagate_forward_time: 23.7195816040, propagate_backward_time: 34.6621398926, weight_update_time: 0.1316010207, other_time: 2.4039344788
epoch time: 5.2456769943s, input_fired_time: 0.0521943122, output_fired_time: 0.0000000000, propagate_forward_time: 4.7830505371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104323387
validation[          , genome  4342] predictions:    9610/  10000 (96.10%), best:    9676/10000 (96.76%), error:      1330.32324, best error:      1172.82837 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.3852729797s, input_fired_time: 0.4186776876, output_fired_time: 0.3752353489, propagate_forward_time: 23.6684665680, propagate_backward_time: 34.5697593689, weight_update_time: 0.1301791519, other_time: 2.3531303406
epoch time: 5.0883126259s, input_fired_time: 0.0515927151, output_fired_time: 0.0000000000, propagate_forward_time: 4.6252293587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114904404
validation[          , genome  4342] predictions:    9573/  10000 (95.73%), best:    9676/10000 (96.76%), error:      1438.47253, best error:      1172.82837 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.0133209229s, input_fired_time: 0.4196758568, output_fired_time: 0.3770610392, propagate_forward_time: 23.4957370758, propagate_backward_time: 34.3232765198, weight_update_time: 0.1305974722, other_time: 2.3975715637
epoch time: 5.2431230545s, input_fired_time: 0.0528701581, output_fired_time: 0.0000000000, propagate_forward_time: 4.7733397484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169130325
validation[          , genome  4342] predictions:    9668/  10000 (96.68%), best:    9676/10000 (96.76%), error:      1179.19617, best error:      1172.82837 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.8160514832s, input_fired_time: 0.4221957326, output_fired_time: 0.3804325759, propagate_forward_time: 23.8002166748, propagate_backward_time: 34.8036460876, weight_update_time: 0.1320284754, other_time: 2.4095611572
epoch time: 5.1030974388s, input_fired_time: 0.0515343584, output_fired_time: 0.0000000000, propagate_forward_time: 4.6462383270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053249359
validation[          , genome  4342] predictions:    9650/  10000 (96.50%), best:    9676/10000 (96.76%), error:      1186.60950, best error:      1172.82837 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.2468223572s, input_fired_time: 0.4193034470, output_fired_time: 0.3760833740, propagate_forward_time: 23.5819931030, propagate_backward_time: 34.4651603699, weight_update_time: 0.1308535039, other_time: 2.4042816162
epoch time: 5.2320780754s, input_fired_time: 0.0532075539, output_fired_time: 0.0000000000, propagate_forward_time: 4.7663841248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124865532
validation[          , genome  4342] predictions:    9574/  10000 (95.74%), best:    9676/10000 (96.76%), error:      1488.75964, best error:      1172.82837 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.3321456909s, input_fired_time: 0.4149995148, output_fired_time: 0.3757871985, propagate_forward_time: 23.6582489014, propagate_backward_time: 34.5345230103, weight_update_time: 0.1295785755, other_time: 2.3485870361
epoch time: 5.1636762619s, input_fired_time: 0.0532019362, output_fired_time: 0.0000000000, propagate_forward_time: 4.6865782738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238958359
validation[          , genome  4342] predictions:    9630/  10000 (96.30%), best:    9676/10000 (96.76%), error:      1238.66040, best error:      1172.82837 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.1141815186s, input_fired_time: 0.4193674624, output_fired_time: 0.3743187785, propagate_forward_time: 23.5514030457, propagate_backward_time: 34.4069633484, weight_update_time: 0.1293144077, other_time: 2.3621292114
epoch time: 5.2548041344s, input_fired_time: 0.0534016006, output_fired_time: 0.0000000000, propagate_forward_time: 4.7809333801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204692841
validation[          , genome  4342] predictions:    9628/  10000 (96.28%), best:    9676/10000 (96.76%), error:      1224.15747, best error:      1172.82837 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.6991424561s, input_fired_time: 0.4233160913, output_fired_time: 0.3797805011, propagate_forward_time: 23.7965126038, propagate_backward_time: 34.7193641663, weight_update_time: 0.1311616600, other_time: 2.3801689148
epoch time: 5.1594877243s, input_fired_time: 0.0524170287, output_fired_time: 0.0000000000, propagate_forward_time: 4.7035450935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035258293
validation[          , genome  4342] predictions:    9636/  10000 (96.36%), best:    9676/10000 (96.76%), error:      1219.78711, best error:      1172.82837 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.8526992798s, input_fired_time: 0.4254260957, output_fired_time: 0.3836691082, propagate_forward_time: 23.8219375610, propagate_backward_time: 34.7858543396, weight_update_time: 0.1327627301, other_time: 2.4358100891
epoch time: 5.2378106117s, input_fired_time: 0.0530089103, output_fired_time: 0.0000000000, propagate_forward_time: 4.7691855431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156160355
validation[          , genome  4342] predictions:    9581/  10000 (95.81%), best:    9676/10000 (96.76%), error:      1449.76831, best error:      1172.82837 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.5617218018s, input_fired_time: 0.4239820540, output_fired_time: 0.3813526332, propagate_forward_time: 23.6662197113, propagate_backward_time: 34.6351852417, weight_update_time: 0.1335261017, other_time: 2.4549865723
epoch time: 5.2352995872s, input_fired_time: 0.0541936718, output_fired_time: 0.0000000000, propagate_forward_time: 4.7659544945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151515961
validation[          , genome  4342] predictions:    9625/  10000 (96.25%), best:    9676/10000 (96.76%), error:      1282.45337, best error:      1172.82837 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.6318511963s, input_fired_time: 0.4213665724, output_fired_time: 0.3780857325, propagate_forward_time: 23.8127136230, propagate_backward_time: 34.6426849365, weight_update_time: 0.1311058700, other_time: 2.3769989014
epoch time: 5.1803660393s, input_fired_time: 0.0528092273, output_fired_time: 0.0000000000, propagate_forward_time: 4.7123007774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152560234
validation[          , genome  4342] predictions:    9632/  10000 (96.32%), best:    9676/10000 (96.76%), error:      1278.41211, best error:      1172.82837 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.9060974121s, input_fired_time: 0.4233497679, output_fired_time: 0.3804780841, propagate_forward_time: 23.8385562897, propagate_backward_time: 34.8288269043, weight_update_time: 0.1332419217, other_time: 2.4348831177
epoch time: 5.3106279373s, input_fired_time: 0.0550251491, output_fired_time: 0.0000000000, propagate_forward_time: 4.8220677376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335350990
validation[          , genome  4342] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1228.09998, best error:      1172.82837 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.2601623535s, input_fired_time: 0.4159524441, output_fired_time: 0.3687621355, propagate_forward_time: 23.1262931824, propagate_backward_time: 33.9671745300, weight_update_time: 0.1299753934, other_time: 2.3819808960
epoch time: 5.2196593285s, input_fired_time: 0.0532495491, output_fired_time: 0.0000000000, propagate_forward_time: 4.7472591400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191508293
validation[          , genome  4342] predictions:    9621/  10000 (96.21%), best:    9676/10000 (96.76%), error:      1254.71338, best error:      1172.82837 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.8874626160s, input_fired_time: 0.4227825403, output_fired_time: 0.3801452518, propagate_forward_time: 23.8142013550, propagate_backward_time: 34.8353462219, weight_update_time: 0.1342731118, other_time: 2.4349861145
epoch time: 5.2437734604s, input_fired_time: 0.0542571582, output_fired_time: 0.0000000000, propagate_forward_time: 4.7639842033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255318642
validation[          , genome  4342] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1165.81604, best error:      1165.81604 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.5636482239s, input_fired_time: 0.4249021113, output_fired_time: 0.3793018758, propagate_forward_time: 23.7177181244, propagate_backward_time: 34.6372146606, weight_update_time: 0.1314232796, other_time: 2.4045104980
epoch time: 5.2700791359s, input_fired_time: 0.0539392047, output_fired_time: 0.0000000000, propagate_forward_time: 4.7937307358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224090576
validation[          , genome  4342] predictions:    9642/  10000 (96.42%), best:    9659/10000 (96.59%), error:      1272.45496, best error:      1165.81604 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.5660820007s, input_fired_time: 0.4243171513, output_fired_time: 0.3783273101, propagate_forward_time: 23.7141113281, propagate_backward_time: 34.6266441345, weight_update_time: 0.1321360171, other_time: 2.4226837158
epoch time: 5.2607131004s, input_fired_time: 0.0537963435, output_fired_time: 0.0000000000, propagate_forward_time: 4.7839975357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229192734
validation[          , genome  4342] predictions:    9582/  10000 (95.82%), best:    9659/10000 (96.59%), error:      1401.64697, best error:      1165.81604 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.8106498718s, input_fired_time: 0.4278775752, output_fired_time: 0.3803710639, propagate_forward_time: 23.8407726288, propagate_backward_time: 34.7188224792, weight_update_time: 0.1334554404, other_time: 2.4428062439
epoch time: 5.0287160873s, input_fired_time: 0.0547292233, output_fired_time: 0.0000000000, propagate_forward_time: 4.5374579430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365286827
validation[          , genome  4342] predictions:    9590/  10000 (95.90%), best:    9659/10000 (96.59%), error:      1374.44360, best error:      1165.81604 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.6206779480s, input_fired_time: 0.4204973876, output_fired_time: 0.3775331974, propagate_forward_time: 23.7278251648, propagate_backward_time: 34.7125816345, weight_update_time: 0.1307853907, other_time: 2.3822402954
epoch time: 5.2473764420s, input_fired_time: 0.0533975251, output_fired_time: 0.0000000000, propagate_forward_time: 4.7743654251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196133614
validation[          , genome  4342] predictions:    9590/  10000 (95.90%), best:    9659/10000 (96.59%), error:      1349.10571, best error:      1165.81604 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.6613540649s, input_fired_time: 0.4195717871, output_fired_time: 0.3780799806, propagate_forward_time: 23.7937507629, propagate_backward_time: 34.7287979126, weight_update_time: 0.1286518127, other_time: 2.3411560059
epoch time: 5.1988859177s, input_fired_time: 0.0549145713, output_fired_time: 0.0000000000, propagate_forward_time: 4.7136826515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302887917
validation[          , genome  4342] predictions:    9614/  10000 (96.14%), best:    9659/10000 (96.59%), error:      1380.10254, best error:      1165.81604 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.6323509216s, input_fired_time: 0.4225891232, output_fired_time: 0.3789119422, propagate_forward_time: 23.7485065460, propagate_backward_time: 34.7106742859, weight_update_time: 0.1306163967, other_time: 2.3716697693
epoch time: 5.2514276505s, input_fired_time: 0.0531015769, output_fired_time: 0.0000000000, propagate_forward_time: 4.7873888016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109373093
validation[          , genome  4342] predictions:    9552/  10000 (95.52%), best:    9659/10000 (96.59%), error:      1480.88196, best error:      1165.81604 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.8971595764s, input_fired_time: 0.4258253574, output_fired_time: 0.3812835813, propagate_forward_time: 23.8379993439, propagate_backward_time: 34.8074607849, weight_update_time: 0.1334672272, other_time: 2.4445915222
epoch time: 5.2599668503s, input_fired_time: 0.0537072755, output_fired_time: 0.0000000000, propagate_forward_time: 4.7907228470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155368805
validation[          , genome  4342] predictions:    9613/  10000 (96.13%), best:    9659/10000 (96.59%), error:      1334.80396, best error:      1165.81604 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.7137756348s, input_fired_time: 0.4239765704, output_fired_time: 0.3807619214, propagate_forward_time: 23.7915306091, propagate_backward_time: 34.7059707642, weight_update_time: 0.1318963915, other_time: 2.4115371704
epoch time: 5.2667322159s, input_fired_time: 0.0531409904, output_fired_time: 0.0000000000, propagate_forward_time: 4.8017559052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118351936
validation[          , genome  4342] predictions:    9584/  10000 (95.84%), best:    9659/10000 (96.59%), error:      1329.11694, best error:      1165.81604 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.4092369080s, input_fired_time: 0.4211196303, output_fired_time: 0.3736202121, propagate_forward_time: 23.2118263245, propagate_backward_time: 34.0008583069, weight_update_time: 0.1304254383, other_time: 2.4018135071
epoch time: 5.2066464424s, input_fired_time: 0.0528066643, output_fired_time: 0.0000000000, propagate_forward_time: 4.7453708649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084687233
validation[          , genome  4342] predictions:    9555/  10000 (95.55%), best:    9659/10000 (96.59%), error:      1484.54102, best error:      1165.81604 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.6705551147s, input_fired_time: 0.4231828153, output_fired_time: 0.3800910711, propagate_forward_time: 23.7873859406, propagate_backward_time: 34.6546936035, weight_update_time: 0.1324371248, other_time: 2.4252014160
epoch time: 5.1770281792s, input_fired_time: 0.0524692535, output_fired_time: 0.0000000000, propagate_forward_time: 4.7180032730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065556526
validation[          , genome  4342] predictions:    9654/  10000 (96.54%), best:    9659/10000 (96.59%), error:      1182.72424, best error:      1165.81604 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.5879173279s, input_fired_time: 0.4233606458, output_fired_time: 0.3799061477, propagate_forward_time: 23.7264862061, propagate_backward_time: 34.6595649719, weight_update_time: 0.1317899376, other_time: 2.3986015320
epoch time: 5.2257442474s, input_fired_time: 0.0549094528, output_fired_time: 0.0000000000, propagate_forward_time: 4.7433800697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274549484
validation[          , genome  4342] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1158.22998, best error:      1158.22998 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.5837745667s, input_fired_time: 0.4247238636, output_fired_time: 0.3792487085, propagate_forward_time: 23.6882514954, propagate_backward_time: 34.6635932922, weight_update_time: 0.1328425854, other_time: 2.4279556274
epoch time: 5.2148022652s, input_fired_time: 0.0537159853, output_fired_time: 0.0000000000, propagate_forward_time: 4.7488813400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122047424
validation[          , genome  4342] predictions:    9601/  10000 (96.01%), best:    9672/10000 (96.72%), error:      1346.03467, best error:      1158.22998 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.7442092896s, input_fired_time: 0.4274955392, output_fired_time: 0.3808974326, propagate_forward_time: 23.7693843842, propagate_backward_time: 34.6918373108, weight_update_time: 0.1350697726, other_time: 2.4745979309
epoch time: 5.2476754189s, input_fired_time: 0.0540508293, output_fired_time: 0.0000000000, propagate_forward_time: 4.7721590996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214653969
validation[          , genome  4342] predictions:    9611/  10000 (96.11%), best:    9672/10000 (96.72%), error:      1282.17834, best error:      1158.22998 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.9019508362s, input_fired_time: 0.4263291955, output_fired_time: 0.3831461370, propagate_forward_time: 23.8343029022, propagate_backward_time: 34.8213386536, weight_update_time: 0.1340283602, other_time: 2.4368324280
epoch time: 5.2014079094s, input_fired_time: 0.0547297224, output_fired_time: 0.0000000000, propagate_forward_time: 4.7154202461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312577248
validation[          , genome  4342] predictions:    9651/  10000 (96.51%), best:    9672/10000 (96.72%), error:      1166.70068, best error:      1158.22998 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.8408546448s, input_fired_time: 0.4263854921, output_fired_time: 0.3787501752, propagate_forward_time: 23.8206901550, propagate_backward_time: 34.7898559570, weight_update_time: 0.1316020191, other_time: 2.4251747131
epoch time: 5.2536773682s, input_fired_time: 0.0552443005, output_fired_time: 0.0000000000, propagate_forward_time: 4.7686033249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298295975
validation[          , genome  4342] predictions:    9602/  10000 (96.02%), best:    9672/10000 (96.72%), error:      1336.11279, best error:      1158.22998 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.7725372314s, input_fired_time: 0.4311229587, output_fired_time: 0.3831763566, propagate_forward_time: 23.7982902527, propagate_backward_time: 34.6872749329, weight_update_time: 0.1352028996, other_time: 2.4726753235
epoch time: 5.2618942261s, input_fired_time: 0.0549944229, output_fired_time: 0.0000000000, propagate_forward_time: 4.7734055519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334940910
validation[          , genome  4342] predictions:    9622/  10000 (96.22%), best:    9672/10000 (96.72%), error:      1281.12231, best error:      1158.22998 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.8299140930s, input_fired_time: 0.4376986325, output_fired_time: 0.3850664794, propagate_forward_time: 23.7246685028, propagate_backward_time: 34.7173461914, weight_update_time: 0.1387940943, other_time: 2.5651321411
epoch time: 5.1284389496s, input_fired_time: 0.0543872006, output_fired_time: 0.0000000000, propagate_forward_time: 4.6502184868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238333702
validation[          , genome  4342] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1147.40051, best error:      1147.40051 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.8497962952s, input_fired_time: 0.4415090680, output_fired_time: 0.3855607212, propagate_forward_time: 23.6711769104, propagate_backward_time: 34.7265014648, weight_update_time: 0.1424528211, other_time: 2.6250495911
epoch time: 5.3087406158s, input_fired_time: 0.0606561303, output_fired_time: 0.0000000000, propagate_forward_time: 4.7856187820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624657631
validation[          , genome  4342] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1143.49268, best error:      1143.49268 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.1196174622s, input_fired_time: 0.4404384494, output_fired_time: 0.3864299655, propagate_forward_time: 23.8993549347, propagate_backward_time: 34.8438262939, weight_update_time: 0.1400371790, other_time: 2.5495681763
epoch time: 5.3098392487s, input_fired_time: 0.0570398793, output_fired_time: 0.0000000000, propagate_forward_time: 4.8119959831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408035278
validation[          , genome  4342] predictions:    9660/  10000 (96.60%), best:    9671/10000 (96.71%), error:      1199.22253, best error:      1143.49268 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.9006080627s, input_fired_time: 0.4374800324, output_fired_time: 0.3874122798, propagate_forward_time: 23.7848777771, propagate_backward_time: 34.7452774048, weight_update_time: 0.1393782794, other_time: 2.5455589294
epoch time: 5.3006801605s, input_fired_time: 0.0582702048, output_fired_time: 0.0000000000, propagate_forward_time: 4.7905011177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519090652
validation[          , genome  4342] predictions:    9662/  10000 (96.62%), best:    9671/10000 (96.71%), error:      1196.81958, best error:      1143.49268 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.9733314514s, input_fired_time: 0.4381700754, output_fired_time: 0.3864403069, propagate_forward_time: 23.8003158569, propagate_backward_time: 34.7731857300, weight_update_time: 0.1421272010, other_time: 2.5752182007
epoch time: 5.2569990158s, input_fired_time: 0.0570567735, output_fired_time: 0.0000000000, propagate_forward_time: 4.7668881416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330539703
validation[          , genome  4342] predictions:    9663/  10000 (96.63%), best:    9671/10000 (96.71%), error:      1173.16492, best error:      1143.49268 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.6768684387s, input_fired_time: 0.4361031950, output_fired_time: 0.3835844696, propagate_forward_time: 23.7438468933, propagate_backward_time: 34.5595397949, weight_update_time: 0.1408892125, other_time: 2.5537948608
epoch time: 5.1565303802s, input_fired_time: 0.0544424914, output_fired_time: 0.0000000000, propagate_forward_time: 4.6836457253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184422493
validation[          , genome  4342] predictions:    9609/  10000 (96.09%), best:    9671/10000 (96.71%), error:      1326.71924, best error:      1143.49268 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.8385276794s, input_fired_time: 0.4431592524, output_fired_time: 0.3877781928, propagate_forward_time: 23.7427558899, propagate_backward_time: 34.6743736267, weight_update_time: 0.1413402110, other_time: 2.5904579163
epoch time: 5.2523274422s, input_fired_time: 0.0571985878, output_fired_time: 0.0000000000, propagate_forward_time: 4.7555766106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395523071
validation[          , genome  4342] predictions:    9595/  10000 (95.95%), best:    9671/10000 (96.71%), error:      1343.75317, best error:      1143.49268 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.9437255859s, input_fired_time: 0.4429119229, output_fired_time: 0.3878148496, propagate_forward_time: 23.7683849335, propagate_backward_time: 34.7690391541, weight_update_time: 0.1401739269, other_time: 2.5755729675
epoch time: 5.1297755241s, input_fired_time: 0.0527011864, output_fired_time: 0.0000000000, propagate_forward_time: 4.6682262421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088482857
validation[          , genome  4342] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1145.17053, best error:      1143.49268 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.0203933716s, input_fired_time: 0.4396469295, output_fired_time: 0.3857614398, propagate_forward_time: 23.8751640320, propagate_backward_time: 34.7712669373, weight_update_time: 0.1396618783, other_time: 2.5485534668
epoch time: 5.2794423103s, input_fired_time: 0.0550220758, output_fired_time: 0.0000000000, propagate_forward_time: 4.7937726974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306473732
validation[          , genome  4342] predictions:    9656/  10000 (96.56%), best:    9671/10000 (96.71%), error:      1164.32581, best error:      1143.49268 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.0331573486s, input_fired_time: 0.4404487908, output_fired_time: 0.3895646036, propagate_forward_time: 23.8289222717, propagate_backward_time: 34.7916564941, weight_update_time: 0.1415312588, other_time: 2.5825653076
epoch time: 5.2090959549s, input_fired_time: 0.0550963245, output_fired_time: 0.0000000000, propagate_forward_time: 4.7342147827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197850227
validation[          , genome  4342] predictions:    9647/  10000 (96.47%), best:    9671/10000 (96.71%), error:      1212.08765, best error:      1143.49268 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.6573181152s, input_fired_time: 0.4430691600, output_fired_time: 0.3848970532, propagate_forward_time: 23.6933555603, propagate_backward_time: 34.5629386902, weight_update_time: 0.1401641518, other_time: 2.5730590820
epoch time: 5.0459594727s, input_fired_time: 0.0525352992, output_fired_time: 0.0000000000, propagate_forward_time: 4.5868806839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065432549
validation[          , genome  4342] predictions:    9649/  10000 (96.49%), best:    9671/10000 (96.71%), error:      1176.93127, best error:      1143.49268 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.9847412109s, input_fired_time: 0.4425079823, output_fired_time: 0.3886025548, propagate_forward_time: 23.8305301666, propagate_backward_time: 34.7540473938, weight_update_time: 0.1402875781, other_time: 2.5690498352
epoch time: 5.2817816734s, input_fired_time: 0.0582697093, output_fired_time: 0.0000000000, propagate_forward_time: 4.7700905800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534215927
validation[          , genome  4342] predictions:    9672/  10000 (96.72%), best:    9671/10000 (96.71%), error:      1157.31482, best error:      1143.49268 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.4926681519s, input_fired_time: 0.4411460757, output_fired_time: 0.3849486411, propagate_forward_time: 23.6092624664, propagate_backward_time: 34.5008926392, weight_update_time: 0.1391053796, other_time: 2.5564193726
epoch time: 5.2653865814s, input_fired_time: 0.0573404171, output_fired_time: 0.0000000000, propagate_forward_time: 4.7662477493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417982101
validation[          , genome  4342] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1134.33215, best error:      1134.33215 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.0366210938s, input_fired_time: 0.4478572607, output_fired_time: 0.3886539340, propagate_forward_time: 23.8088703156, propagate_backward_time: 34.7698783875, weight_update_time: 0.1446042508, other_time: 2.6213645935
epoch time: 5.2877235413s, input_fired_time: 0.0578027479, output_fired_time: 0.0000000000, propagate_forward_time: 4.7799129486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500079155
validation[          , genome  4342] predictions:    9668/  10000 (96.68%), best:    9676/10000 (96.76%), error:      1183.28076, best error:      1134.33215 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.1306114197s, input_fired_time: 0.4436792731, output_fired_time: 0.3886946440, propagate_forward_time: 23.8848857880, propagate_backward_time: 34.8316459656, weight_update_time: 0.1414877325, other_time: 2.5817070007
epoch time: 5.2854838371s, input_fired_time: 0.0563297160, output_fired_time: 0.0000000000, propagate_forward_time: 4.7958002090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333539009
validation[          , genome  4342] predictions:    9648/  10000 (96.48%), best:    9676/10000 (96.76%), error:      1230.27979, best error:      1134.33215 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.8542938232s, input_fired_time: 0.4433132708, output_fired_time: 0.3872169852, propagate_forward_time: 23.7681407928, propagate_backward_time: 34.6648445129, weight_update_time: 0.1406777352, other_time: 2.5907783508
epoch time: 5.3323926926s, input_fired_time: 0.0580049902, output_fired_time: 0.0000000000, propagate_forward_time: 4.8188138008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555740356
validation[          , genome  4342] predictions:    9608/  10000 (96.08%), best:    9676/10000 (96.76%), error:      1319.75464, best error:      1134.33215 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.5351295471s, input_fired_time: 0.4392254353, output_fired_time: 0.3862842321, propagate_forward_time: 23.6629199982, propagate_backward_time: 34.4785194397, weight_update_time: 0.1394428164, other_time: 2.5681800842
epoch time: 5.2967138290s, input_fired_time: 0.0571074598, output_fired_time: 0.0000000000, propagate_forward_time: 4.7976250648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419813156
validation[          , genome  4342] predictions:    9605/  10000 (96.05%), best:    9676/10000 (96.76%), error:      1365.75000, best error:      1134.33215 on epoch:    96, 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: 26.4464836121s, input_fired_time: 0.2850278020, output_fired_time: 0.0000000000, propagate_forward_time: 23.8394565582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3219985962
best training[          , genome  4342] predictions:   49206/  50000 (98.41%), best:    9676/10000 (96.76%), error:      3073.09985, best error:      1134.33215 on epoch:    96, 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: 5.2742371559s, input_fired_time: 0.0568627305, output_fired_time: 0.0000000000, propagate_forward_time: 4.7786774635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386968613
   testing[          , genome  4342] predictions:    9710/  10000 (97.10%), best:    9676/10000 (96.76%), error:       966.36218, best error:      1134.33215 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:26:30 (3020): called boinc_finish(0)

</stderr_txt>
]]>