Nameexact_genome_1512568488_41_4282_1
Workunit2592714
Created7 Dec 2017, 9:12:50 UTC
Sent7 Dec 2017, 9:18:26 UTC
Report deadline12 Dec 2017, 11:47:32 UTC
Received7 Dec 2017, 20:36:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 43 min 17 sec
CPU time2 hours 42 min 13 sec
Validate stateValid
Credit1,275.89
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.50 MB
Peak swap size157.85 MB
Peak disk usage1.70 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1299653798, output_fired_time: 0.0000000000, propagate_forward_time: 6.6593546867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904770851
validation[          , genome  4282] predictions:    9471/  10000 (94.71%), best:    9555/10000 (95.55%), error:      1777.85352, best error:      1524.88306 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.9332122803s, input_fired_time: 1.0136816502, output_fired_time: 0.9237101674, propagate_forward_time: 33.2324333191, propagate_backward_time: 50.9717521667, weight_update_time: 0.1210904941, other_time: 2.7916336060
epoch time: 7.3727431297s, input_fired_time: 0.1305663884, output_fired_time: 0.0000000000, propagate_forward_time: 6.7526745796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895019531
validation[          , genome  4282] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1432.91223, best error:      1432.91223 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.1849594116s, input_fired_time: 1.0160242319, output_fired_time: 0.9263674021, propagate_forward_time: 32.9278755188, propagate_backward_time: 50.5571937561, weight_update_time: 0.1204828396, other_time: 2.7574996948
epoch time: 7.2546815872s, input_fired_time: 0.1265117675, output_fired_time: 0.0000000000, propagate_forward_time: 6.6443271637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838428497
validation[          , genome  4282] predictions:    9480/  10000 (94.80%), best:    9577/10000 (95.77%), error:      1660.61572, best error:      1432.91223 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.2050781250s, input_fired_time: 1.0059802532, output_fired_time: 0.9371056557, propagate_forward_time: 33.3171882629, propagate_backward_time: 51.2095298767, weight_update_time: 0.1261597723, other_time: 2.7352752686
epoch time: 7.2031097412s, input_fired_time: 0.1284284890, output_fired_time: 0.0000000000, propagate_forward_time: 6.5873589516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873223305
validation[          , genome  4282] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1408.78711, best error:      1408.78711 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.4225921631s, input_fired_time: 1.0171121359, output_fired_time: 0.9319075346, propagate_forward_time: 32.9117927551, propagate_backward_time: 50.7376785278, weight_update_time: 0.1215018183, other_time: 2.8241004944
epoch time: 7.3582291603s, input_fired_time: 0.1272020042, output_fired_time: 0.0000000000, propagate_forward_time: 6.7341704369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968566895
validation[          , genome  4282] predictions:    9555/  10000 (95.55%), best:    9572/10000 (95.72%), error:      1438.10925, best error:      1408.78711 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.2424545288s, input_fired_time: 1.0049732924, output_fired_time: 0.9309154749, propagate_forward_time: 33.2425842285, propagate_backward_time: 51.2909889221, weight_update_time: 0.1256277412, other_time: 2.7729911804
epoch time: 7.3109126091s, input_fired_time: 0.1272315681, output_fired_time: 0.0000000000, propagate_forward_time: 6.6933522224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903287888
validation[          , genome  4282] predictions:    9442/  10000 (94.42%), best:    9572/10000 (95.72%), error:      1759.32751, best error:      1408.78711 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.2553176880s, input_fired_time: 1.0071141720, output_fired_time: 0.9159575105, propagate_forward_time: 32.8808784485, propagate_backward_time: 50.7084579468, weight_update_time: 0.1207478717, other_time: 2.7429161072
epoch time: 7.3105092049s, input_fired_time: 0.1263551265, output_fired_time: 0.0000000000, propagate_forward_time: 6.6994633675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846906662
validation[          , genome  4282] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1319.79749, best error:      1319.79749 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.6332092285s, input_fired_time: 1.0532525778, output_fired_time: 0.9175186157, propagate_forward_time: 33.0493049622, propagate_backward_time: 50.7935981750, weight_update_time: 0.1236894429, other_time: 2.8195343018
epoch time: 7.3071403503s, input_fired_time: 0.1274731755, output_fired_time: 0.0000000000, propagate_forward_time: 6.7013473511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783196449
validation[          , genome  4282] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1429.99646, best error:      1319.79749 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.6503753662s, input_fired_time: 1.0154563189, output_fired_time: 0.9258732200, propagate_forward_time: 33.0249748230, propagate_backward_time: 50.8779792786, weight_update_time: 0.1257104278, other_time: 2.8060913086
epoch time: 7.1082787514s, input_fired_time: 0.1291092187, output_fired_time: 0.0000000000, propagate_forward_time: 6.4764599800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027093887
validation[          , genome  4282] predictions:    9586/  10000 (95.86%), best:    9612/10000 (96.12%), error:      1385.50671, best error:      1319.79749 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.1437530518s, input_fired_time: 1.0237971544, output_fired_time: 0.9105064273, propagate_forward_time: 32.8286132813, propagate_backward_time: 50.6038551331, weight_update_time: 0.1220347807, other_time: 2.7769813538
epoch time: 7.1435070038s, input_fired_time: 0.1319392920, output_fired_time: 0.0000000000, propagate_forward_time: 6.5333280563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782395363
validation[          , genome  4282] predictions:    9557/  10000 (95.57%), best:    9612/10000 (96.12%), error:      1462.31152, best error:      1319.79749 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.9034118652s, input_fired_time: 1.0233366489, output_fired_time: 0.9201318622, propagate_forward_time: 33.2038764954, propagate_backward_time: 50.9360961914, weight_update_time: 0.1280903220, other_time: 2.8199653625
epoch time: 7.1097831726s, input_fired_time: 0.1293300390, output_fired_time: 0.0000000000, propagate_forward_time: 6.4989032745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815497398
validation[          , genome  4282] predictions:    9561/  10000 (95.61%), best:    9612/10000 (96.12%), error:      1425.06677, best error:      1319.79749 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 88.3099822998s, input_fired_time: 1.0236836672, output_fired_time: 0.9359973073, propagate_forward_time: 32.9037513733, propagate_backward_time: 50.6159324646, weight_update_time: 0.1217463166, other_time: 2.8306198120
epoch time: 7.2876491547s, input_fired_time: 0.1295514852, output_fired_time: 0.0000000000, propagate_forward_time: 6.6641979218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938998222
validation[          , genome  4282] predictions:    9434/  10000 (94.34%), best:    9612/10000 (96.12%), error:      1878.99829, best error:      1319.79749 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.3179321289s, input_fired_time: 1.0235924721, output_fired_time: 0.9413930774, propagate_forward_time: 33.2974548340, propagate_backward_time: 51.2843856812, weight_update_time: 0.1267378926, other_time: 2.7711105347
epoch time: 7.1069865227s, input_fired_time: 0.1301489472, output_fired_time: 0.0000000000, propagate_forward_time: 6.5054116249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714260101
validation[          , genome  4282] predictions:    9554/  10000 (95.54%), best:    9612/10000 (96.12%), error:      1455.26807, best error:      1319.79749 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 87.6739807129s, input_fired_time: 1.0186868906, output_fired_time: 0.9129131436, propagate_forward_time: 32.6385955811, propagate_backward_time: 50.3280830383, weight_update_time: 0.1253871620, other_time: 2.7757072449
epoch time: 7.3891639709s, input_fired_time: 0.1318108886, output_fired_time: 0.0000000000, propagate_forward_time: 6.7754721642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818811417
validation[          , genome  4282] predictions:    9590/  10000 (95.90%), best:    9612/10000 (96.12%), error:      1349.57019, best error:      1319.79749 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.7583312988s, input_fired_time: 1.0298886299, output_fired_time: 0.9223656654, propagate_forward_time: 33.1668739319, propagate_backward_time: 50.8762283325, weight_update_time: 0.1228390113, other_time: 2.7629737854
epoch time: 7.2065420151s, input_fired_time: 0.1311388761, output_fired_time: 0.0000000000, propagate_forward_time: 6.5921115875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832916260
validation[          , genome  4282] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1311.67371, best error:      1311.67371 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.4651489258s, input_fired_time: 1.0163389444, output_fired_time: 0.9271522164, propagate_forward_time: 32.9991111755, propagate_backward_time: 50.7650718689, weight_update_time: 0.1204934269, other_time: 2.7574691772
epoch time: 7.1826028824s, input_fired_time: 0.1311231554, output_fired_time: 0.0000000000, propagate_forward_time: 6.5641355515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873442650
validation[          , genome  4282] predictions:    9605/  10000 (96.05%), best:    9620/10000 (96.20%), error:      1315.00317, best error:      1311.67371 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.0537643433s, input_fired_time: 1.0171328783, output_fired_time: 0.9220581055, propagate_forward_time: 32.8396759033, propagate_backward_time: 50.5191154480, weight_update_time: 0.1243834049, other_time: 2.7557792664
epoch time: 7.1803231239s, input_fired_time: 0.1350142658, output_fired_time: 0.0000000000, propagate_forward_time: 6.5553174019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899916649
validation[          , genome  4282] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1302.22388, best error:      1302.22388 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.8539962769s, input_fired_time: 1.0208581686, output_fired_time: 0.9380160570, propagate_forward_time: 33.0583648682, propagate_backward_time: 51.0135116577, weight_update_time: 0.1211334914, other_time: 2.8232421875
epoch time: 7.2291102409s, input_fired_time: 0.1254769564, output_fired_time: 0.0000000000, propagate_forward_time: 6.6195774078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840559959
validation[          , genome  4282] predictions:    9585/  10000 (95.85%), best:    9613/10000 (96.13%), error:      1361.08374, best error:      1302.22388 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.2719955444s, input_fired_time: 1.0153446198, output_fired_time: 0.9232418537, propagate_forward_time: 32.9823684692, propagate_backward_time: 50.5579643250, weight_update_time: 0.1209958419, other_time: 2.7930793762
epoch time: 7.3077421188s, input_fired_time: 0.1323199570, output_fired_time: 0.0000000000, propagate_forward_time: 6.6752815247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001406670
validation[          , genome  4282] predictions:    9586/  10000 (95.86%), best:    9613/10000 (96.13%), error:      1458.49683, best error:      1302.22388 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.0315628052s, input_fired_time: 1.0157028437, output_fired_time: 0.9199527502, propagate_forward_time: 32.8240737915, propagate_backward_time: 50.4854927063, weight_update_time: 0.1211138815, other_time: 2.7863426208
epoch time: 7.5319485664s, input_fired_time: 0.1358039826, output_fired_time: 0.0000000000, propagate_forward_time: 6.8858222961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103220940
validation[          , genome  4282] predictions:    9556/  10000 (95.56%), best:    9613/10000 (96.13%), error:      1460.37036, best error:      1302.22388 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.0751190186s, input_fired_time: 1.0098317862, output_fired_time: 0.9142698050, propagate_forward_time: 32.7848358154, propagate_backward_time: 50.5961990356, weight_update_time: 0.1204463243, other_time: 2.7699813843
epoch time: 7.0585727692s, input_fired_time: 0.1252104789, output_fired_time: 0.0000000000, propagate_forward_time: 6.4468231201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865393639
validation[          , genome  4282] predictions:    9581/  10000 (95.81%), best:    9613/10000 (96.13%), error:      1370.90344, best error:      1302.22388 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.2076950073s, input_fired_time: 1.0279151201, output_fired_time: 0.9416765571, propagate_forward_time: 32.9417304993, propagate_backward_time: 50.4879722595, weight_update_time: 0.1248731390, other_time: 2.8084030151
epoch time: 7.2515816689s, input_fired_time: 0.1293739080, output_fired_time: 0.0000000000, propagate_forward_time: 6.6292371750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929704666
validation[          , genome  4282] predictions:    9599/  10000 (95.99%), best:    9613/10000 (96.13%), error:      1401.12500, best error:      1302.22388 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.1792907715s, input_fired_time: 1.0184803009, output_fired_time: 0.9364664555, propagate_forward_time: 33.2242927551, propagate_backward_time: 51.2295074463, weight_update_time: 0.1224946082, other_time: 2.7705421448
epoch time: 7.2426228523s, input_fired_time: 0.1271527410, output_fired_time: 0.0000000000, propagate_forward_time: 6.6257319450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897379875
validation[          , genome  4282] predictions:    9611/  10000 (96.11%), best:    9613/10000 (96.13%), error:      1320.17041, best error:      1302.22388 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.1624298096s, input_fired_time: 1.0252976418, output_fired_time: 0.9562171102, propagate_forward_time: 33.2622184753, propagate_backward_time: 51.1021308899, weight_update_time: 0.1209443137, other_time: 2.8165664673
epoch time: 7.1960968971s, input_fired_time: 0.1315972805, output_fired_time: 0.0000000000, propagate_forward_time: 6.5784239769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860758781
validation[          , genome  4282] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1282.77466, best error:      1282.77466 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.4524612427s, input_fired_time: 1.0314551592, output_fired_time: 0.9122742414, propagate_forward_time: 32.9717369080, propagate_backward_time: 50.7764320374, weight_update_time: 0.1211211383, other_time: 2.7605590820
epoch time: 7.3391046524s, input_fired_time: 0.1362996846, output_fired_time: 0.0000000000, propagate_forward_time: 6.7089614868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938435555
validation[          , genome  4282] predictions:    9610/  10000 (96.10%), best:    9624/10000 (96.24%), error:      1315.17383, best error:      1282.77466 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.3088607788s, input_fired_time: 1.0369402170, output_fired_time: 0.9117184281, propagate_forward_time: 32.9342155457, propagate_backward_time: 50.6281929016, weight_update_time: 0.1213279143, other_time: 2.7977905273
epoch time: 7.0899724960s, input_fired_time: 0.1290639937, output_fired_time: 0.0000000000, propagate_forward_time: 6.4750933647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858150482
validation[          , genome  4282] predictions:    9606/  10000 (96.06%), best:    9624/10000 (96.24%), error:      1316.54199, best error:      1282.77466 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.3640747070s, input_fired_time: 1.0231634378, output_fired_time: 0.9193898439, propagate_forward_time: 32.9599914551, propagate_backward_time: 50.6999206543, weight_update_time: 0.1208696738, other_time: 2.7616119385
epoch time: 7.3053350449s, input_fired_time: 0.1270288080, output_fired_time: 0.0000000000, propagate_forward_time: 6.6885585785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897475243
validation[          , genome  4282] predictions:    9565/  10000 (95.65%), best:    9624/10000 (96.24%), error:      1475.08838, best error:      1282.77466 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.6147994995s, input_fired_time: 1.0205304623, output_fired_time: 0.9161866903, propagate_forward_time: 32.7034034729, propagate_backward_time: 50.1936035156, weight_update_time: 0.1277316958, other_time: 2.7810783386
epoch time: 7.2539491653s, input_fired_time: 0.1374407709, output_fired_time: 0.0000000000, propagate_forward_time: 6.6390247345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774837494
validation[          , genome  4282] predictions:    9567/  10000 (95.67%), best:    9624/10000 (96.24%), error:      1454.11658, best error:      1282.77466 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.1819534302s, input_fired_time: 1.0218911171, output_fired_time: 0.9140881896, propagate_forward_time: 32.8336563110, propagate_backward_time: 50.5921783447, weight_update_time: 0.1214824915, other_time: 2.8201446533
epoch time: 7.2920093536s, input_fired_time: 0.1328735948, output_fired_time: 0.0000000000, propagate_forward_time: 6.6689214706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902143478
validation[          , genome  4282] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1238.34131, best error:      1238.34131 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.5877532959s, input_fired_time: 1.0360196829, output_fired_time: 0.9625253081, propagate_forward_time: 33.8555755615, propagate_backward_time: 51.8975563049, weight_update_time: 0.1240164191, other_time: 2.8360786438
epoch time: 7.3880248070s, input_fired_time: 0.1272235662, output_fired_time: 0.0000000000, propagate_forward_time: 6.7544813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063199997
validation[          , genome  4282] predictions:    9560/  10000 (95.60%), best:    9638/10000 (96.38%), error:      1469.93408, best error:      1238.34131 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.9896087646s, input_fired_time: 1.0232609510, output_fired_time: 0.9266262054, propagate_forward_time: 32.8296318054, propagate_backward_time: 50.3901176453, weight_update_time: 0.1216975227, other_time: 2.8199691772
epoch time: 7.1112246513s, input_fired_time: 0.1317986697, output_fired_time: 0.0000000000, propagate_forward_time: 6.4986777306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807481766
validation[          , genome  4282] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1238.32275, best error:      1238.32275 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.0998535156s, input_fired_time: 1.0035325289, output_fired_time: 0.9144623280, propagate_forward_time: 32.9324378967, propagate_backward_time: 50.5156784058, weight_update_time: 0.1194998026, other_time: 2.7337455750
epoch time: 7.1317415237s, input_fired_time: 0.1295381933, output_fired_time: 0.0000000000, propagate_forward_time: 6.5159101486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862933159
validation[          , genome  4282] predictions:    9299/  10000 (92.99%), best:    9630/10000 (96.30%), error:      2514.29199, best error:      1238.32275 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.2673110962s, input_fired_time: 1.0296889544, output_fired_time: 0.9175388217, propagate_forward_time: 32.8600463867, propagate_backward_time: 50.6358947754, weight_update_time: 0.1296964884, other_time: 2.8241424561
epoch time: 7.3567552567s, input_fired_time: 0.1352595836, output_fired_time: 0.0000000000, propagate_forward_time: 6.7279152870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935803413
validation[          , genome  4282] predictions:    9594/  10000 (95.94%), best:    9630/10000 (96.30%), error:      1367.35156, best error:      1238.32275 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.4567108154s, input_fired_time: 1.0264906883, output_fired_time: 0.9273757339, propagate_forward_time: 32.9990921021, propagate_backward_time: 50.6960945129, weight_update_time: 0.1266099066, other_time: 2.8076591492
epoch time: 7.1691637039s, input_fired_time: 0.1277946085, output_fired_time: 0.0000000000, propagate_forward_time: 6.5542259216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871430397
validation[          , genome  4282] predictions:    9606/  10000 (96.06%), best:    9630/10000 (96.30%), error:      1275.07080, best error:      1238.32275 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.3613510132s, input_fired_time: 1.0246484280, output_fired_time: 0.9190279245, propagate_forward_time: 32.9157180786, propagate_backward_time: 50.7313537598, weight_update_time: 0.1205255166, other_time: 2.7705993652
epoch time: 7.1744060516s, input_fired_time: 0.1276909113, output_fired_time: 0.0000000000, propagate_forward_time: 6.5713143349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754009247
validation[          , genome  4282] predictions:    9623/  10000 (96.23%), best:    9630/10000 (96.30%), error:      1282.85950, best error:      1238.32275 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.9970474243s, input_fired_time: 1.0226750374, output_fired_time: 0.9141000509, propagate_forward_time: 32.8504180908, propagate_backward_time: 50.4041213989, weight_update_time: 0.1268102676, other_time: 2.8057327271
epoch time: 7.4150547981s, input_fired_time: 0.1331539005, output_fired_time: 0.0000000000, propagate_forward_time: 6.7808241844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010766983
validation[          , genome  4282] predictions:    9606/  10000 (96.06%), best:    9630/10000 (96.30%), error:      1279.29822, best error:      1238.32275 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.1635589600s, input_fired_time: 1.0409042835, output_fired_time: 0.9428374767, propagate_forward_time: 33.2576828003, propagate_backward_time: 51.0995979309, weight_update_time: 0.1265017688, other_time: 2.8225364685
epoch time: 7.1909346581s, input_fired_time: 0.1303034723, output_fired_time: 0.0000000000, propagate_forward_time: 6.5704636574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901676178
validation[          , genome  4282] predictions:    9568/  10000 (95.68%), best:    9630/10000 (96.30%), error:      1436.76990, best error:      1238.32275 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.9924240112s, input_fired_time: 1.0247938633, output_fired_time: 0.9237211347, propagate_forward_time: 32.8265266418, propagate_backward_time: 50.4319572449, weight_update_time: 0.1231259927, other_time: 2.7854232788
epoch time: 7.2698516846s, input_fired_time: 0.1287765801, output_fired_time: 0.0000000000, propagate_forward_time: 6.6527061462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883689880
validation[          , genome  4282] predictions:    9593/  10000 (95.93%), best:    9630/10000 (96.30%), error:      1322.29358, best error:      1238.32275 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.9019317627s, input_fired_time: 1.0192871094, output_fired_time: 0.9113263488, propagate_forward_time: 32.7923545837, propagate_backward_time: 50.3794975281, weight_update_time: 0.1211083233, other_time: 2.7994689941
epoch time: 7.3595438004s, input_fired_time: 0.1289166808, output_fired_time: 0.0000000000, propagate_forward_time: 6.7449903488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856367111
validation[          , genome  4282] predictions:    9616/  10000 (96.16%), best:    9630/10000 (96.30%), error:      1268.26001, best error:      1238.32275 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.9542083740s, input_fired_time: 1.0176528692, output_fired_time: 0.9135276675, propagate_forward_time: 32.8073196411, propagate_backward_time: 50.4361877441, weight_update_time: 0.1250391155, other_time: 2.7795181274
epoch time: 7.2283840179s, input_fired_time: 0.1262978762, output_fired_time: 0.0000000000, propagate_forward_time: 6.6131877899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888982773
validation[          , genome  4282] predictions:    9526/  10000 (95.26%), best:    9630/10000 (96.30%), error:      1562.16577, best error:      1238.32275 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.9678573608s, input_fired_time: 1.0346853733, output_fired_time: 0.9255513549, propagate_forward_time: 33.2189674377, propagate_backward_time: 50.9908905029, weight_update_time: 0.1266052425, other_time: 2.7977638245
epoch time: 7.1774983406s, input_fired_time: 0.1317498535, output_fired_time: 0.0000000000, propagate_forward_time: 6.5685834885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771652222
validation[          , genome  4282] predictions:    9599/  10000 (95.99%), best:    9630/10000 (96.30%), error:      1346.44751, best error:      1238.32275 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.9231109619s, input_fired_time: 1.0140058994, output_fired_time: 0.9393377304, propagate_forward_time: 33.2054100037, propagate_backward_time: 51.0303955078, weight_update_time: 0.1207771078, other_time: 2.7339591980
epoch time: 7.5355286598s, input_fired_time: 0.1283911914, output_fired_time: 0.0000000000, propagate_forward_time: 6.8752341270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319032669
validation[          , genome  4282] predictions:    9555/  10000 (95.55%), best:    9630/10000 (96.30%), error:      1470.94519, best error:      1238.32275 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.1025543213s, input_fired_time: 1.0204427242, output_fired_time: 0.9141541123, propagate_forward_time: 33.2462158203, propagate_backward_time: 51.1403656006, weight_update_time: 0.1307852566, other_time: 2.7813796997
epoch time: 7.1644654274s, input_fired_time: 0.1263349652, output_fired_time: 0.0000000000, propagate_forward_time: 6.5692191124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689111710
validation[          , genome  4282] predictions:    9597/  10000 (95.97%), best:    9630/10000 (96.30%), error:      1312.23059, best error:      1238.32275 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.5491943359s, input_fired_time: 1.0231753588, output_fired_time: 0.9372921586, propagate_forward_time: 33.0073890686, propagate_backward_time: 50.7789077759, weight_update_time: 0.1215091199, other_time: 2.8024253845
epoch time: 7.1454739571s, input_fired_time: 0.1275847852, output_fired_time: 0.0000000000, propagate_forward_time: 6.5323410034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855480194
validation[          , genome  4282] predictions:    9621/  10000 (96.21%), best:    9630/10000 (96.30%), error:      1311.25562, best error:      1238.32275 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.8646240234s, input_fired_time: 1.0322575569, output_fired_time: 0.9185884595, propagate_forward_time: 33.0975227356, propagate_backward_time: 51.0122451782, weight_update_time: 0.1328296363, other_time: 2.8040122986
epoch time: 7.3048620224s, input_fired_time: 0.1370575875, output_fired_time: 0.0000000000, propagate_forward_time: 6.6754055023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923987389
validation[          , genome  4282] predictions:    9581/  10000 (95.81%), best:    9630/10000 (96.30%), error:      1445.52954, best error:      1238.32275 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.7938156128s, input_fired_time: 1.0250444412, output_fired_time: 0.9224587679, propagate_forward_time: 33.1414070129, propagate_backward_time: 50.9171257019, weight_update_time: 0.1209634170, other_time: 2.7877731323
epoch time: 7.2491784096s, input_fired_time: 0.1283181906, output_fired_time: 0.0000000000, propagate_forward_time: 6.6301946640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906654358
validation[          , genome  4282] predictions:    9617/  10000 (96.17%), best:    9630/10000 (96.30%), error:      1283.74695, best error:      1238.32275 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.1862487793s, input_fired_time: 1.0378029346, output_fired_time: 0.9312846065, propagate_forward_time: 32.8239974976, propagate_backward_time: 50.5857315063, weight_update_time: 0.1268460602, other_time: 2.8074340820
epoch time: 7.2840781212s, input_fired_time: 0.1300614476, output_fired_time: 0.0000000000, propagate_forward_time: 6.6659474373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880690575
validation[          , genome  4282] predictions:    9584/  10000 (95.84%), best:    9630/10000 (96.30%), error:      1333.34155, best error:      1238.32275 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.0198745728s, input_fired_time: 1.0183707476, output_fired_time: 0.9106770158, propagate_forward_time: 32.8361701965, propagate_backward_time: 50.4487953186, weight_update_time: 0.1219398826, other_time: 2.8058624268
epoch time: 7.1720643044s, input_fired_time: 0.1291576028, output_fired_time: 0.0000000000, propagate_forward_time: 6.5572705269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856362343
validation[          , genome  4282] predictions:    9576/  10000 (95.76%), best:    9630/10000 (96.30%), error:      1385.55579, best error:      1238.32275 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.7956695557s, input_fired_time: 1.0438783169, output_fired_time: 0.9238834977, propagate_forward_time: 33.0483398438, propagate_backward_time: 50.9476432800, weight_update_time: 0.1319723129, other_time: 2.8319282532
epoch time: 7.3372826576s, input_fired_time: 0.1351392865, output_fired_time: 0.0000000000, propagate_forward_time: 6.6979579926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041851997
validation[          , genome  4282] predictions:    9559/  10000 (95.59%), best:    9630/10000 (96.30%), error:      1422.19702, best error:      1238.32275 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.9994583130s, input_fired_time: 1.0256311893, output_fired_time: 0.9183915854, propagate_forward_time: 32.7950248718, propagate_backward_time: 50.4458618164, weight_update_time: 0.1245707721, other_time: 2.8145484924
epoch time: 7.1780576706s, input_fired_time: 0.1304271072, output_fired_time: 0.0000000000, propagate_forward_time: 6.5638532639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837775230
validation[          , genome  4282] predictions:    9600/  10000 (96.00%), best:    9630/10000 (96.30%), error:      1315.68494, best error:      1238.32275 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.6153106689s, input_fired_time: 1.0235149860, output_fired_time: 0.9332088232, propagate_forward_time: 33.4208221436, propagate_backward_time: 51.4627838135, weight_update_time: 0.1222738400, other_time: 2.7749786377
epoch time: 7.3076939583s, input_fired_time: 0.1313831806, output_fired_time: 0.0000000000, propagate_forward_time: 6.6889801025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873304367
validation[          , genome  4282] predictions:    9579/  10000 (95.79%), best:    9630/10000 (96.30%), error:      1396.60974, best error:      1238.32275 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.8804244995s, input_fired_time: 1.0209470987, output_fired_time: 0.9162185192, propagate_forward_time: 32.7562332153, propagate_backward_time: 50.3917846680, weight_update_time: 0.1207628027, other_time: 2.7952346802
epoch time: 7.3085069656s, input_fired_time: 0.1284433603, output_fired_time: 0.0000000000, propagate_forward_time: 6.6985645294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814991951
validation[          , genome  4282] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1234.67761, best error:      1234.67761 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.2454605103s, input_fired_time: 1.0188798904, output_fired_time: 0.9330831766, propagate_forward_time: 32.9236183167, propagate_backward_time: 50.5664558411, weight_update_time: 0.1261945218, other_time: 2.8034210205
epoch time: 7.1896886826s, input_fired_time: 0.1274145693, output_fired_time: 0.0000000000, propagate_forward_time: 6.5810709000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812030792
validation[          , genome  4282] predictions:    9613/  10000 (96.13%), best:    9638/10000 (96.38%), error:      1264.80640, best error:      1234.67761 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.1825408936s, input_fired_time: 1.0180923939, output_fired_time: 0.9197810292, propagate_forward_time: 32.9010009766, propagate_backward_time: 50.5470581055, weight_update_time: 0.1209840104, other_time: 2.7966079712
epoch time: 7.1895346642s, input_fired_time: 0.1298789829, output_fired_time: 0.0000000000, propagate_forward_time: 6.5741052628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855504036
validation[          , genome  4282] predictions:    9596/  10000 (95.96%), best:    9638/10000 (96.38%), error:      1313.85901, best error:      1234.67761 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.4267654419s, input_fired_time: 1.0213745832, output_fired_time: 0.9358422756, propagate_forward_time: 33.3660697937, propagate_backward_time: 51.3114929199, weight_update_time: 0.1208114922, other_time: 2.7919807434
epoch time: 7.3907475471s, input_fired_time: 0.1370137930, output_fired_time: 0.0000000000, propagate_forward_time: 6.7443680763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093655586
validation[          , genome  4282] predictions:    9601/  10000 (96.01%), best:    9638/10000 (96.38%), error:      1300.06384, best error:      1234.67761 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.7674865723s, input_fired_time: 1.0197454691, output_fired_time: 0.9306259751, propagate_forward_time: 33.1833076477, propagate_backward_time: 50.8772506714, weight_update_time: 0.1207654104, other_time: 2.7565574646
epoch time: 7.3266863823s, input_fired_time: 0.1284546703, output_fired_time: 0.0000000000, propagate_forward_time: 6.7206163406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776153564
validation[          , genome  4282] predictions:    9563/  10000 (95.63%), best:    9638/10000 (96.38%), error:      1396.38818, best error:      1234.67761 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.9722061157s, input_fired_time: 1.0243600607, output_fired_time: 0.9248659611, propagate_forward_time: 33.1277275085, propagate_backward_time: 51.1129684448, weight_update_time: 0.1234368160, other_time: 2.7822837830
epoch time: 7.2139258385s, input_fired_time: 0.1285011768, output_fired_time: 0.0000000000, propagate_forward_time: 6.6018538475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835705757
validation[          , genome  4282] predictions:    9557/  10000 (95.57%), best:    9638/10000 (96.38%), error:      1474.83875, best error:      1234.67761 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.1540374756s, input_fired_time: 1.0194152594, output_fired_time: 0.9209033251, propagate_forward_time: 32.8680152893, propagate_backward_time: 50.5359115601, weight_update_time: 0.1212850511, other_time: 2.8097877502
epoch time: 7.3142895699s, input_fired_time: 0.1285929084, output_fired_time: 0.0000000000, propagate_forward_time: 6.6965422630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891543388
validation[          , genome  4282] predictions:    9562/  10000 (95.62%), best:    9638/10000 (96.38%), error:      1422.36035, best error:      1234.67761 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.3968353271s, input_fired_time: 1.0219348669, output_fired_time: 0.9169749618, propagate_forward_time: 32.9385566711, propagate_backward_time: 50.7107429504, weight_update_time: 0.1206693053, other_time: 2.8086242676
epoch time: 7.1456766129s, input_fired_time: 0.1322130710, output_fired_time: 0.0000000000, propagate_forward_time: 6.5388722420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745912552
validation[          , genome  4282] predictions:    9474/  10000 (94.74%), best:    9638/10000 (96.38%), error:      1835.72534, best error:      1234.67761 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.7455139160s, input_fired_time: 1.0193228722, output_fired_time: 0.9182764292, propagate_forward_time: 33.1578216553, propagate_backward_time: 50.8838119507, weight_update_time: 0.1206945106, other_time: 2.7662811279
epoch time: 7.2482986450s, input_fired_time: 0.1268400699, output_fired_time: 0.0000000000, propagate_forward_time: 6.6372704506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841880798
validation[          , genome  4282] predictions:    9627/  10000 (96.27%), best:    9638/10000 (96.38%), error:      1247.22717, best error:      1234.67761 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.0395584106s, input_fired_time: 1.0331447124, output_fired_time: 0.9380026460, propagate_forward_time: 33.1674423218, propagate_backward_time: 51.0589447021, weight_update_time: 0.1264309436, other_time: 2.8420257568
epoch time: 7.4509453773s, input_fired_time: 0.1337887645, output_fired_time: 0.0000000000, propagate_forward_time: 6.8179211617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992356300
validation[          , genome  4282] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1201.50037, best error:      1201.50037 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 89.2229461670s, input_fired_time: 1.0149172544, output_fired_time: 0.9425018430, propagate_forward_time: 33.2555313110, propagate_backward_time: 51.2102851868, weight_update_time: 0.1234567985, other_time: 2.7997093201
epoch time: 7.3357052803s, input_fired_time: 0.1282933950, output_fired_time: 0.0000000000, propagate_forward_time: 6.7122168541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951949120
validation[          , genome  4282] predictions:    9542/  10000 (95.42%), best:    9629/10000 (96.29%), error:      1573.21729, best error:      1201.50037 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.4226379395s, input_fired_time: 1.0094991922, output_fired_time: 0.9333467484, propagate_forward_time: 32.9713363647, propagate_backward_time: 50.7619285583, weight_update_time: 0.1201862767, other_time: 2.7465248108
epoch time: 7.2888026237s, input_fired_time: 0.1339927167, output_fired_time: 0.0000000000, propagate_forward_time: 6.6486983299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061116219
validation[          , genome  4282] predictions:    9580/  10000 (95.80%), best:    9629/10000 (96.29%), error:      1406.50732, best error:      1201.50037 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.1878509521s, input_fired_time: 1.0212095976, output_fired_time: 0.9157462716, propagate_forward_time: 32.9205818176, propagate_backward_time: 50.5820579529, weight_update_time: 0.1203077286, other_time: 2.7482528687
epoch time: 7.2434582710s, input_fired_time: 0.1277252287, output_fired_time: 0.0000000000, propagate_forward_time: 6.6369414330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787917137
validation[          , genome  4282] predictions:    9609/  10000 (96.09%), best:    9629/10000 (96.29%), error:      1299.81140, best error:      1201.50037 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 89.1356658936s, input_fired_time: 1.0146143436, output_fired_time: 0.9343370199, propagate_forward_time: 33.2489509583, propagate_backward_time: 51.1498298645, weight_update_time: 0.1231433004, other_time: 2.7879333496
epoch time: 7.2495384216s, input_fired_time: 0.1275068820, output_fired_time: 0.0000000000, propagate_forward_time: 6.6417365074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802951813
validation[          , genome  4282] predictions:    9594/  10000 (95.94%), best:    9629/10000 (96.29%), error:      1414.08228, best error:      1201.50037 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.8075485229s, input_fired_time: 1.0168780088, output_fired_time: 0.9167407155, propagate_forward_time: 33.2137374878, propagate_backward_time: 50.9068069458, weight_update_time: 0.1206003800, other_time: 2.7533874512
epoch time: 7.2615928650s, input_fired_time: 0.1282176971, output_fired_time: 0.0000000000, propagate_forward_time: 6.6514630318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819121361
validation[          , genome  4282] predictions:    9619/  10000 (96.19%), best:    9629/10000 (96.29%), error:      1277.58850, best error:      1201.50037 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.4610366821s, input_fired_time: 1.0232720375, output_fired_time: 0.9304708838, propagate_forward_time: 33.0047569275, propagate_backward_time: 50.7107696533, weight_update_time: 0.1222822219, other_time: 2.7917671204
epoch time: 7.3007731438s, input_fired_time: 0.1267060041, output_fired_time: 0.0000000000, propagate_forward_time: 6.6896581650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844088554
validation[          , genome  4282] predictions:    9602/  10000 (96.02%), best:    9629/10000 (96.29%), error:      1355.89355, best error:      1201.50037 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.4715270996s, input_fired_time: 1.0474704504, output_fired_time: 0.9549743533, propagate_forward_time: 33.8451538086, propagate_backward_time: 51.7782516479, weight_update_time: 0.1205468178, other_time: 2.8456802368
epoch time: 7.1818981171s, input_fired_time: 0.1309221983, output_fired_time: 0.0000000000, propagate_forward_time: 6.5726652145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783105850
validation[          , genome  4282] predictions:    9593/  10000 (95.93%), best:    9629/10000 (96.29%), error:      1330.12476, best error:      1201.50037 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.5459365845s, input_fired_time: 1.0166203976, output_fired_time: 0.9185103774, propagate_forward_time: 33.1200714111, propagate_backward_time: 50.7523231506, weight_update_time: 0.1209839210, other_time: 2.7384147644
epoch time: 7.3058638573s, input_fired_time: 0.1280349046, output_fired_time: 0.0000000000, propagate_forward_time: 6.6897234917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881052971
validation[          , genome  4282] predictions:    9639/  10000 (96.39%), best:    9629/10000 (96.29%), error:      1251.15857, best error:      1201.50037 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.4883041382s, input_fired_time: 1.0137505531, output_fired_time: 0.9229672551, propagate_forward_time: 33.0334205627, propagate_backward_time: 50.7564430237, weight_update_time: 0.1268196851, other_time: 2.7617263794
epoch time: 7.1468982697s, input_fired_time: 0.1265997291, output_fired_time: 0.0000000000, propagate_forward_time: 6.5481104851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721879959
validation[          , genome  4282] predictions:    9630/  10000 (96.30%), best:    9629/10000 (96.29%), error:      1226.07861, best error:      1201.50037 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 89.0157394409s, input_fired_time: 1.0255656242, output_fired_time: 0.9334048033, propagate_forward_time: 33.1693916321, propagate_backward_time: 51.0772933960, weight_update_time: 0.1217455864, other_time: 2.8100852966
epoch time: 7.2335734367s, input_fired_time: 0.1291124821, output_fired_time: 0.0000000000, propagate_forward_time: 6.6292114258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752492905
validation[          , genome  4282] predictions:    9614/  10000 (96.14%), best:    9629/10000 (96.29%), error:      1259.29346, best error:      1201.50037 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.8377075195s, input_fired_time: 1.0257581472, output_fired_time: 0.9163417816, propagate_forward_time: 32.7392921448, propagate_backward_time: 50.3640785217, weight_update_time: 0.1220538914, other_time: 2.7922363281
epoch time: 7.1849837303s, input_fired_time: 0.1272922158, output_fired_time: 0.0000000000, propagate_forward_time: 6.5816822052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760093689
validation[          , genome  4282] predictions:    9615/  10000 (96.15%), best:    9629/10000 (96.29%), error:      1302.03174, best error:      1201.50037 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.2791824341s, input_fired_time: 1.0374162197, output_fired_time: 0.9271021485, propagate_forward_time: 32.8835334778, propagate_backward_time: 50.6316680908, weight_update_time: 0.1241809726, other_time: 2.7994651794
epoch time: 7.4160470963s, input_fired_time: 0.1386199147, output_fired_time: 0.0000000000, propagate_forward_time: 6.7739624977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034646988
validation[          , genome  4282] predictions:    9610/  10000 (96.10%), best:    9629/10000 (96.29%), error:      1315.82239, best error:      1201.50037 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.2582473755s, input_fired_time: 1.0351604223, output_fired_time: 0.9288474321, propagate_forward_time: 33.2606506348, propagate_backward_time: 51.1953468323, weight_update_time: 0.1216140091, other_time: 2.8382377625
epoch time: 7.0372800827s, input_fired_time: 0.1271334589, output_fired_time: 0.0000000000, propagate_forward_time: 6.4345979691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755487442
validation[          , genome  4282] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1199.17859, best error:      1199.17859 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.4730300903s, input_fired_time: 1.0238118172, output_fired_time: 0.9274651408, propagate_forward_time: 33.1168441772, propagate_backward_time: 50.6820678711, weight_update_time: 0.1213298738, other_time: 2.7228393555
epoch time: 7.1190910339s, input_fired_time: 0.1263640672, output_fired_time: 0.0000000000, propagate_forward_time: 6.5111322403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815945625
validation[          , genome  4282] predictions:    9610/  10000 (96.10%), best:    9632/10000 (96.32%), error:      1308.30469, best error:      1199.17859 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.3540878296s, input_fired_time: 1.0259523392, output_fired_time: 0.9329717755, propagate_forward_time: 32.9295997620, propagate_backward_time: 50.6663131714, weight_update_time: 0.1224294975, other_time: 2.7992515564
epoch time: 7.1948423386s, input_fired_time: 0.1297749877, output_fired_time: 0.0000000000, propagate_forward_time: 6.5800905228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849767685
validation[          , genome  4282] predictions:    9606/  10000 (96.06%), best:    9632/10000 (96.32%), error:      1306.31763, best error:      1199.17859 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.3051834106s, input_fired_time: 1.0169811249, output_fired_time: 0.9265332818, propagate_forward_time: 32.9152603149, propagate_backward_time: 50.6670608521, weight_update_time: 0.1210191995, other_time: 2.7793426514
epoch time: 7.1997699738s, input_fired_time: 0.1287187785, output_fired_time: 0.0000000000, propagate_forward_time: 6.5908589363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801921844
validation[          , genome  4282] predictions:    9621/  10000 (96.21%), best:    9632/10000 (96.32%), error:      1266.50488, best error:      1199.17859 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.2190399170s, input_fired_time: 1.0273666382, output_fired_time: 0.9281428456, propagate_forward_time: 32.8750457764, propagate_backward_time: 50.5899467468, weight_update_time: 0.1213671863, other_time: 2.7985343933
epoch time: 7.2370448112s, input_fired_time: 0.1278498918, output_fired_time: 0.0000000000, propagate_forward_time: 6.6196346283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895601273
validation[          , genome  4282] predictions:    9595/  10000 (95.95%), best:    9632/10000 (96.32%), error:      1400.90955, best error:      1199.17859 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.2586669922s, input_fired_time: 1.0276168585, output_fired_time: 0.9239088297, propagate_forward_time: 32.9739646912, propagate_backward_time: 50.5322074890, weight_update_time: 0.1223047003, other_time: 2.8009643555
epoch time: 7.1726465225s, input_fired_time: 0.1305190325, output_fired_time: 0.0000000000, propagate_forward_time: 6.5568938255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852337837
validation[          , genome  4282] predictions:    9504/  10000 (95.04%), best:    9632/10000 (96.32%), error:      1626.64294, best error:      1199.17859 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.4462509155s, input_fired_time: 1.0274354219, output_fired_time: 0.9246619940, propagate_forward_time: 32.9925193787, propagate_backward_time: 50.6924400330, weight_update_time: 0.1224778369, other_time: 2.8091964722
epoch time: 7.5531206131s, input_fired_time: 0.1280914247, output_fired_time: 0.0000000000, propagate_forward_time: 6.9145107269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105185509
validation[          , genome  4282] predictions:    9622/  10000 (96.22%), best:    9632/10000 (96.32%), error:      1258.51831, best error:      1199.17859 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.3602523804s, input_fired_time: 1.0137029886, output_fired_time: 0.9185364246, propagate_forward_time: 32.9668426514, propagate_backward_time: 50.6790504456, weight_update_time: 0.1215114370, other_time: 2.7821235657
epoch time: 7.2843909264s, input_fired_time: 0.1325831860, output_fired_time: 0.0000000000, propagate_forward_time: 6.6763854027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754223824
validation[          , genome  4282] predictions:    9630/  10000 (96.30%), best:    9632/10000 (96.32%), error:      1246.01025, best error:      1199.17859 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.8773040771s, input_fired_time: 1.0158581734, output_fired_time: 0.9297952652, propagate_forward_time: 33.1754264832, propagate_backward_time: 50.9824028015, weight_update_time: 0.1302140057, other_time: 2.7738189697
epoch time: 7.3465266228s, input_fired_time: 0.1334612966, output_fired_time: 0.0000000000, propagate_forward_time: 6.7225484848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905166626
validation[          , genome  4282] predictions:    9567/  10000 (95.67%), best:    9632/10000 (96.32%), error:      1435.79626, best error:      1199.17859 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.3178863525s, input_fired_time: 1.0127340555, output_fired_time: 0.9266087413, propagate_forward_time: 32.9134407043, propagate_backward_time: 50.7211914063, weight_update_time: 0.1252136678, other_time: 2.7439155579
epoch time: 7.2999839783s, input_fired_time: 0.1278352886, output_fired_time: 0.0000000000, propagate_forward_time: 6.6934943199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786543846
validation[          , genome  4282] predictions:    9596/  10000 (95.96%), best:    9632/10000 (96.32%), error:      1335.56445, best error:      1199.17859 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.4455413818s, input_fired_time: 1.0254667997, output_fired_time: 0.9216879010, propagate_forward_time: 32.9830055237, propagate_backward_time: 50.7618255615, weight_update_time: 0.1210536137, other_time: 2.7535591125
epoch time: 7.1980910301s, input_fired_time: 0.1298732758, output_fired_time: 0.0000000000, propagate_forward_time: 6.5864872932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817304611
validation[          , genome  4282] predictions:    9512/  10000 (95.12%), best:    9632/10000 (96.32%), error:      1652.65466, best error:      1199.17859 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.9585113525s, input_fired_time: 1.0214434862, output_fired_time: 0.9437262416, propagate_forward_time: 33.1924057007, propagate_backward_time: 51.0549964905, weight_update_time: 0.1208110005, other_time: 2.7459373474
epoch time: 7.0554246902s, input_fired_time: 0.1273296922, output_fired_time: 0.0000000000, propagate_forward_time: 6.4565224648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715723991
validation[          , genome  4282] predictions:    9590/  10000 (95.90%), best:    9632/10000 (96.32%), error:      1330.67175, best error:      1199.17859 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.3316574097s, input_fired_time: 1.0257289410, output_fired_time: 0.9171304107, propagate_forward_time: 33.3432006836, propagate_backward_time: 51.2261276245, weight_update_time: 0.1219450980, other_time: 2.8194732666
epoch time: 7.1918287277s, input_fired_time: 0.1301789135, output_fired_time: 0.0000000000, propagate_forward_time: 6.5709576607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906921387
validation[          , genome  4282] predictions:    9634/  10000 (96.34%), best:    9632/10000 (96.32%), error:      1261.06519, best error:      1199.17859 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.1910476685s, input_fired_time: 1.0337073803, output_fired_time: 0.9397304058, propagate_forward_time: 33.2981529236, propagate_backward_time: 51.1078758240, weight_update_time: 0.1206854209, other_time: 2.8115844727
epoch time: 7.2300605774s, input_fired_time: 0.1341545135, output_fired_time: 0.0000000000, propagate_forward_time: 6.5936245918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022816658
validation[          , genome  4282] predictions:    9611/  10000 (96.11%), best:    9632/10000 (96.32%), error:      1309.77759, best error:      1199.17859 on epoch:    87, 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: 36.1543426514s, input_fired_time: 0.6453368664, output_fired_time: 0.0000000000, propagate_forward_time: 32.9312896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5777168274
best training[          , genome  4282] predictions:   49087/  50000 (98.17%), best:    9632/10000 (96.32%), error:      3459.71094, best error:      1199.17859 on epoch:    87, 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: 7.2222876549s, input_fired_time: 0.1270313859, output_fired_time: 0.0000000000, propagate_forward_time: 6.6069989204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882574081
   testing[          , genome  4282] predictions:    9674/  10000 (96.74%), best:    9632/10000 (96.32%), error:      1120.01929, best error:      1199.17859 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:09:40 (3660): called boinc_finish(0)

</stderr_txt>
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