Nameexact_genome_1512568488_44_5544_1
Workunit2599072
Created7 Dec 2017, 15:20:59 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline13 Dec 2017, 23:23:22 UTC
Received8 Dec 2017, 3:57:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time3 hours 44 min 47 sec
CPU time3 hours 9 min 27 sec
Validate stateValid
Credit1,582.92
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.21 MB
Peak swap size158.02 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000, weight_update_time: 0.0000000000, other_time: 0.8273315430
validation[          , genome  5544] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:      1002.10724, best error:      1002.10724 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.4659729004s, input_fired_time: 2.0242187977, output_fired_time: 1.4970610142, propagate_forward_time: 58.7797546387, propagate_backward_time: 87.7492752075, weight_update_time: 0.1531048268, other_time: 4.4156723022
epoch time: 12.3059835434s, input_fired_time: 0.1824101210, output_fired_time: 0.0000000000, propagate_forward_time: 11.0484371185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0751361847
validation[          , genome  5544] predictions:    9635/  10000 (96.35%), best:    9714/10000 (97.14%), error:      1179.97693, best error:      1002.10724 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 154.9815979004s, input_fired_time: 1.7838307619, output_fired_time: 2.0146555901, propagate_forward_time: 59.1389236450, propagate_backward_time: 88.1310882568, weight_update_time: 0.1530842930, other_time: 3.9131088257
epoch time: 12.1616439819s, input_fired_time: 0.1815768629, output_fired_time: 0.0000000000, propagate_forward_time: 11.4095048904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705623627
validation[          , genome  5544] predictions:    9675/  10000 (96.75%), best:    9714/10000 (97.14%), error:      1027.40674, best error:      1002.10724 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 155.4476470947s, input_fired_time: 1.7766864300, output_fired_time: 1.5048484802, propagate_forward_time: 58.6221923828, propagate_backward_time: 89.8742065430, weight_update_time: 0.1523401737, other_time: 3.6697082520
epoch time: 12.7362384796s, input_fired_time: 0.4345605969, output_fired_time: 0.0000000000, propagate_forward_time: 11.7212514877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804262161
validation[          , genome  5544] predictions:    9666/  10000 (96.66%), best:    9714/10000 (97.14%), error:      1133.78394, best error:      1002.10724 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 154.4450988770s, input_fired_time: 2.2741608620, output_fired_time: 1.9972429276, propagate_forward_time: 58.0356597900, propagate_backward_time: 88.2233810425, weight_update_time: 0.1524271965, other_time: 3.9146652222
epoch time: 12.5695991516s, input_fired_time: 0.1871981472, output_fired_time: 0.0000000000, propagate_forward_time: 11.7963247299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860767365
validation[          , genome  5544] predictions:    9671/  10000 (96.71%), best:    9714/10000 (97.14%), error:      1071.77405, best error:      1002.10724 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 154.0702209473s, input_fired_time: 2.5212292671, output_fired_time: 1.7443512678, propagate_forward_time: 57.6849250793, propagate_backward_time: 88.2171478271, weight_update_time: 0.1531564891, other_time: 3.9025726318
epoch time: 12.5042266846s, input_fired_time: 0.1902567148, output_fired_time: 0.0000000000, propagate_forward_time: 11.4849233627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8290462494
validation[          , genome  5544] predictions:    9678/  10000 (96.78%), best:    9714/10000 (97.14%), error:      1044.43555, best error:      1002.10724 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 155.0408935547s, input_fired_time: 1.7864744663, output_fired_time: 2.2514224052, propagate_forward_time: 58.3296737671, propagate_backward_time: 87.4956130981, weight_update_time: 0.1523022205, other_time: 5.1777191162
epoch time: 12.7142858505s, input_fired_time: 0.1837094575, output_fired_time: 0.0000000000, propagate_forward_time: 11.7008752823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8297014236
validation[          , genome  5544] predictions:    9641/  10000 (96.41%), best:    9714/10000 (97.14%), error:      1109.10449, best error:      1002.10724 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 154.7566986084s, input_fired_time: 2.0228996277, output_fired_time: 1.9998576641, propagate_forward_time: 58.0480422974, propagate_backward_time: 88.7841644287, weight_update_time: 0.1522469074, other_time: 3.9017257690
epoch time: 12.7996263504s, input_fired_time: 0.4434087574, output_fired_time: 0.0000000000, propagate_forward_time: 11.5180759430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8381414413
validation[          , genome  5544] predictions:    9694/  10000 (96.94%), best:    9714/10000 (97.14%), error:      1004.75574, best error:      1002.10724 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 154.8053283691s, input_fired_time: 1.5342875719, output_fired_time: 2.0055770874, propagate_forward_time: 57.7041206360, propagate_backward_time: 88.6541061401, weight_update_time: 0.1530514359, other_time: 4.9072494507
epoch time: 12.5020265579s, input_fired_time: 0.1852289140, output_fired_time: 0.0000000000, propagate_forward_time: 11.7374668121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793304443
validation[          , genome  5544] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       965.35492, best error:       965.35492 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 154.3101196289s, input_fired_time: 2.5321397781, output_fired_time: 1.4958412647, propagate_forward_time: 58.2898330688, propagate_backward_time: 87.0736770630, weight_update_time: 0.6521100402, other_time: 4.9186401367
epoch time: 12.2945165634s, input_fired_time: 0.1832705140, output_fired_time: 0.0000000000, propagate_forward_time: 11.2846021652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8266439438
validation[          , genome  5544] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       921.72900, best error:       921.72900 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 155.0042724609s, input_fired_time: 1.5341470242, output_fired_time: 2.5021586418, propagate_forward_time: 58.4873390198, propagate_backward_time: 88.5378341675, weight_update_time: 0.1526771486, other_time: 3.9428024292
epoch time: 12.7647533417s, input_fired_time: 0.1925705820, output_fired_time: 0.0000000000, propagate_forward_time: 11.9898462296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823364258
validation[          , genome  5544] predictions:    9665/  10000 (96.65%), best:    9725/10000 (97.25%), error:      1079.09424, best error:       921.72900 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 150.3999481201s, input_fired_time: 2.0055341721, output_fired_time: 2.7201340199, propagate_forward_time: 56.6853713989, propagate_backward_time: 85.3783416748, weight_update_time: 0.1491037458, other_time: 3.6105575562
epoch time: 11.9550075531s, input_fired_time: 0.1783508211, output_fired_time: 0.0000000000, propagate_forward_time: 10.4683189392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3083381653
validation[          , genome  5544] predictions:    9663/  10000 (96.63%), best:    9725/10000 (97.25%), error:      1097.70837, best error:       921.72900 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.8081665039s, input_fired_time: 1.4657722712, output_fired_time: 1.4149384499, propagate_forward_time: 53.9623641968, propagate_backward_time: 84.6688690186, weight_update_time: 0.1457416266, other_time: 4.2962265015
epoch time: 11.9070510864s, input_fired_time: 0.1769116670, output_fired_time: 0.0000000000, propagate_forward_time: 11.1702327728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599069595
validation[          , genome  5544] predictions:    9669/  10000 (96.69%), best:    9725/10000 (97.25%), error:      1071.80054, best error:       921.72900 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 146.2799530029s, input_fired_time: 2.2222411633, output_fired_time: 2.4234158993, propagate_forward_time: 56.3556060791, propagate_backward_time: 81.2340393066, weight_update_time: 0.1461727172, other_time: 4.0446472168
epoch time: 11.8561239243s, input_fired_time: 0.6763330102, output_fired_time: 0.0000000000, propagate_forward_time: 10.3719491959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8078413010
validation[          , genome  5544] predictions:    9585/  10000 (95.85%), best:    9725/10000 (97.25%), error:      1380.43958, best error:       921.72900 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.7373809814s, input_fired_time: 1.7237794399, output_fired_time: 1.6715353727, propagate_forward_time: 53.4542388916, propagate_backward_time: 84.5951080322, weight_update_time: 0.1461496800, other_time: 4.2927093506
epoch time: 12.3335924149s, input_fired_time: 0.1802145094, output_fired_time: 0.0000000000, propagate_forward_time: 11.5879840851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5653934479
validation[          , genome  5544] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       904.50403, best error:       904.50403 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.0755310059s, input_fired_time: 1.9783474207, output_fired_time: 1.4299331903, propagate_forward_time: 53.5330162048, propagate_backward_time: 84.8308563232, weight_update_time: 0.1508312672, other_time: 4.3033752441
epoch time: 11.6473474503s, input_fired_time: 0.1790140718, output_fired_time: 0.0000000000, propagate_forward_time: 10.9060602188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622730255
validation[          , genome  5544] predictions:    9675/  10000 (96.75%), best:    9730/10000 (97.30%), error:      1056.23462, best error:       904.50403 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 145.8442382813s, input_fired_time: 1.7215102911, output_fired_time: 1.9249902964, propagate_forward_time: 54.2427711487, propagate_backward_time: 82.6531906128, weight_update_time: 0.1476872414, other_time: 5.3017807007
epoch time: 12.0589914322s, input_fired_time: 0.1799983680, output_fired_time: 0.0000000000, propagate_forward_time: 11.3181190491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608739853
validation[          , genome  5544] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       911.63190, best error:       904.50403 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.5335693359s, input_fired_time: 1.4792141914, output_fired_time: 1.9279114008, propagate_forward_time: 56.5273132324, propagate_backward_time: 82.7898559570, weight_update_time: 0.1467095464, other_time: 3.8092651367
epoch time: 12.0019693375s, input_fired_time: 0.1792204529, output_fired_time: 0.0000000000, propagate_forward_time: 11.2589597702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637893677
validation[          , genome  5544] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       856.38104, best error:       856.38104 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.7018432617s, input_fired_time: 1.9813591242, output_fired_time: 1.9218297005, propagate_forward_time: 53.7862091064, propagate_backward_time: 84.7136764526, weight_update_time: 0.1464805603, other_time: 4.2987747192
epoch time: 11.6512794495s, input_fired_time: 0.4309517145, output_fired_time: 0.0000000000, propagate_forward_time: 10.6659307480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543966293
validation[          , genome  5544] predictions:    9700/  10000 (97.00%), best:    9729/10000 (97.29%), error:       990.81036, best error:       856.38104 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.1355743408s, input_fired_time: 1.7328704596, output_fired_time: 1.6744437218, propagate_forward_time: 54.7894401550, propagate_backward_time: 84.1392822266, weight_update_time: 0.1459335834, other_time: 3.7995452881
epoch time: 11.7741060257s, input_fired_time: 0.1761670709, output_fired_time: 0.0000000000, propagate_forward_time: 10.7986068726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7993316650
validation[          , genome  5544] predictions:    9703/  10000 (97.03%), best:    9729/10000 (97.29%), error:      1007.77301, best error:       856.38104 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 146.0450744629s, input_fired_time: 1.9818621874, output_fired_time: 2.1763508320, propagate_forward_time: 52.7908477783, propagate_backward_time: 85.2866363525, weight_update_time: 0.1475376636, other_time: 3.8093872070
epoch time: 11.8971576691s, input_fired_time: 0.1806268096, output_fired_time: 0.0000000000, propagate_forward_time: 10.6622610092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0542697906
validation[          , genome  5544] predictions:    9711/  10000 (97.11%), best:    9729/10000 (97.29%), error:       923.64758, best error:       856.38104 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 147.1046600342s, input_fired_time: 1.4921162128, output_fired_time: 1.4375705719, propagate_forward_time: 54.1951408386, propagate_backward_time: 86.1761169434, weight_update_time: 0.1463187486, other_time: 3.8037109375
epoch time: 11.9299249649s, input_fired_time: 0.4321538806, output_fired_time: 0.0000000000, propagate_forward_time: 10.9474306107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503406525
validation[          , genome  5544] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       847.29108, best error:       847.29108 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 145.9194488525s, input_fired_time: 1.7277829647, output_fired_time: 1.6559121609, propagate_forward_time: 55.1369247437, propagate_backward_time: 82.8651809692, weight_update_time: 0.1449195147, other_time: 4.5336456299
epoch time: 11.9163303375s, input_fired_time: 0.1812039912, output_fired_time: 0.0000000000, propagate_forward_time: 11.1742162704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609102249
validation[          , genome  5544] predictions:    9675/  10000 (96.75%), best:    9741/10000 (97.41%), error:      1022.17224, best error:       847.29108 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.9065246582s, input_fired_time: 1.9861214161, output_fired_time: 1.6783052683, propagate_forward_time: 56.0400276184, propagate_backward_time: 83.6435470581, weight_update_time: 0.1479007155, other_time: 3.5585403442
epoch time: 11.9397850037s, input_fired_time: 0.1794975251, output_fired_time: 0.0000000000, propagate_forward_time: 10.9463195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8139677048
validation[          , genome  5544] predictions:    9734/  10000 (97.34%), best:    9741/10000 (97.41%), error:       916.58368, best error:       847.29108 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.1426391602s, input_fired_time: 1.9816827774, output_fired_time: 1.6792141199, propagate_forward_time: 55.2973098755, propagate_backward_time: 83.3893966675, weight_update_time: 0.1460979879, other_time: 3.7950286865
epoch time: 11.6742782593s, input_fired_time: 0.1770254076, output_fired_time: 0.0000000000, propagate_forward_time: 10.9440221786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532302856
validation[          , genome  5544] predictions:    9735/  10000 (97.35%), best:    9741/10000 (97.41%), error:       920.86511, best error:       847.29108 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 146.1247253418s, input_fired_time: 1.4828022718, output_fired_time: 1.9256949425, propagate_forward_time: 53.5299530029, propagate_backward_time: 84.6265869141, weight_update_time: 0.1465860605, other_time: 4.5596923828
epoch time: 12.1994609833s, input_fired_time: 0.6888509393, output_fired_time: 0.0000000000, propagate_forward_time: 10.4361677170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0744419098
validation[          , genome  5544] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       837.88568, best error:       837.88568 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.9669799805s, input_fired_time: 1.9817583561, output_fired_time: 1.9233287573, propagate_forward_time: 55.8394241333, propagate_backward_time: 82.1732101440, weight_update_time: 0.1459965706, other_time: 4.0492553711
epoch time: 12.1023254395s, input_fired_time: 0.1839511395, output_fired_time: 0.0000000000, propagate_forward_time: 11.3524122238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659618378
validation[          , genome  5544] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       919.16437, best error:       837.88568 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.3527832031s, input_fired_time: 2.7364771366, output_fired_time: 1.9201060534, propagate_forward_time: 56.9046630859, propagate_backward_time: 80.2239532471, weight_update_time: 0.1468876898, other_time: 4.5675811768
epoch time: 11.5916604996s, input_fired_time: 0.1771308929, output_fired_time: 0.0000000000, propagate_forward_time: 10.6216707230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7928590775
validation[          , genome  5544] predictions:    9736/  10000 (97.36%), best:    9747/10000 (97.47%), error:       911.30200, best error:       837.88568 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.7122497559s, input_fired_time: 1.9850140810, output_fired_time: 1.9213081598, propagate_forward_time: 53.8302574158, propagate_backward_time: 85.4095458984, weight_update_time: 0.1469260901, other_time: 3.5661163330
epoch time: 11.8689870834s, input_fired_time: 0.1780937314, output_fired_time: 0.0000000000, propagate_forward_time: 11.1306533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602397919
validation[          , genome  5544] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:      1025.17432, best error:       837.88568 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 146.7311859131s, input_fired_time: 1.9903221130, output_fired_time: 1.9339290857, propagate_forward_time: 55.5950050354, propagate_backward_time: 83.4111480713, weight_update_time: 0.3967941999, other_time: 3.8007812500
epoch time: 12.0723333359s, input_fired_time: 0.1852320284, output_fired_time: 0.0000000000, propagate_forward_time: 11.3217325211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5653686523
validation[          , genome  5544] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:       936.08813, best error:       837.88568 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 145.0888366699s, input_fired_time: 1.4802858829, output_fired_time: 2.4041469097, propagate_forward_time: 54.4739151001, propagate_backward_time: 83.4530715942, weight_update_time: 0.1442424059, other_time: 3.2774200439
epoch time: 11.4573125839s, input_fired_time: 0.4249761403, output_fired_time: 0.0000000000, propagate_forward_time: 10.2335548401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7987813950
validation[          , genome  5544] predictions:    9752/  10000 (97.52%), best:    9747/10000 (97.47%), error:       870.34149, best error:       837.88568 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 139.5396575928s, input_fired_time: 1.4693906307, output_fired_time: 1.6425459385, propagate_forward_time: 52.2574043274, propagate_backward_time: 80.6577148438, weight_update_time: 0.1439766288, other_time: 3.5126037598
epoch time: 7.7406725883s, input_fired_time: 0.1660607904, output_fired_time: 0.0000000000, propagate_forward_time: 7.0602164268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143952370
validation[          , genome  5544] predictions:    9743/  10000 (97.43%), best:    9747/10000 (97.47%), error:       840.31512, best error:       837.88568 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 96.9808654785s, input_fired_time: 1.3959414959, output_fired_time: 1.2721493244, propagate_forward_time: 36.1582260132, propagate_backward_time: 55.3179969788, weight_update_time: 0.1309142411, other_time: 2.8365516663
epoch time: 7.9094252586s, input_fired_time: 0.1661232859, output_fired_time: 0.0000000000, propagate_forward_time: 7.2179636955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253381729
validation[          , genome  5544] predictions:    9745/  10000 (97.45%), best:    9747/10000 (97.47%), error:       866.80231, best error:       837.88568 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.8046112061s, input_fired_time: 1.3710721731, output_fired_time: 1.2669950724, propagate_forward_time: 35.4160995483, propagate_backward_time: 54.9426727295, weight_update_time: 0.1303073168, other_time: 2.8077697754
epoch time: 7.7434816360s, input_fired_time: 0.1653862745, output_fired_time: 0.0000000000, propagate_forward_time: 7.0624017715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156936646
validation[          , genome  5544] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       906.54974, best error:       837.88568 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 95.9587020874s, input_fired_time: 1.3748046160, output_fired_time: 1.2584131956, propagate_forward_time: 35.5178985596, propagate_backward_time: 55.0201225281, weight_update_time: 0.1304697394, other_time: 2.7874641418
epoch time: 7.3384680748s, input_fired_time: 0.1593593359, output_fired_time: 0.0000000000, propagate_forward_time: 6.6827969551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963116646
validation[          , genome  5544] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       897.09467, best error:       837.88568 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 96.4928283691s, input_fired_time: 1.3800780773, output_fired_time: 1.2553448677, propagate_forward_time: 35.8801345825, propagate_backward_time: 55.1598968506, weight_update_time: 0.1314812452, other_time: 2.8173675537
epoch time: 8.0926570892s, input_fired_time: 0.1668449044, output_fired_time: 0.0000000000, propagate_forward_time: 7.4088172913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169949532
validation[          , genome  5544] predictions:    9723/  10000 (97.23%), best:    9747/10000 (97.47%), error:       885.08734, best error:       837.88568 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.3089981079s, input_fired_time: 1.3949081898, output_fired_time: 1.2818675041, propagate_forward_time: 36.6235771179, propagate_backward_time: 56.1928634644, weight_update_time: 0.1320968866, other_time: 2.8157844543
epoch time: 8.0034284592s, input_fired_time: 0.1667071134, output_fired_time: 0.0000000000, propagate_forward_time: 7.3183550835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183663368
validation[          , genome  5544] predictions:    9751/  10000 (97.51%), best:    9747/10000 (97.47%), error:       843.87744, best error:       837.88568 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.9496002197s, input_fired_time: 1.4010528326, output_fired_time: 1.2921665907, propagate_forward_time: 36.8006591797, propagate_backward_time: 56.6136741638, weight_update_time: 0.1348316818, other_time: 2.8420448303
epoch time: 8.0244979858s, input_fired_time: 0.1695940793, output_fired_time: 0.0000000000, propagate_forward_time: 7.3324794769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224242210
validation[          , genome  5544] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       966.09680, best error:       837.88568 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.4541931152s, input_fired_time: 1.4033908844, output_fired_time: 1.2896428108, propagate_forward_time: 36.7054786682, propagate_backward_time: 56.2262649536, weight_update_time: 0.1333741248, other_time: 2.8294181824
epoch time: 8.2155942917s, input_fired_time: 0.1706107110, output_fired_time: 0.0000000000, propagate_forward_time: 7.5183076859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266761780
validation[          , genome  5544] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       928.18915, best error:       837.88568 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.6091308594s, input_fired_time: 1.3929294348, output_fired_time: 1.2826414108, propagate_forward_time: 36.6002922058, propagate_backward_time: 56.5012855530, weight_update_time: 0.1340035647, other_time: 2.8319854736
epoch time: 7.9616451263s, input_fired_time: 0.1652357429, output_fired_time: 0.0000000000, propagate_forward_time: 7.2802624702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161471367
validation[          , genome  5544] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       890.03961, best error:       837.88568 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 98.8947753906s, input_fired_time: 1.3994214535, output_fired_time: 1.2958563566, propagate_forward_time: 36.6884231567, propagate_backward_time: 56.6756668091, weight_update_time: 0.1332322806, other_time: 2.8354110718
epoch time: 7.9583239555s, input_fired_time: 0.1680761278, output_fired_time: 0.0000000000, propagate_forward_time: 7.2698931694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203547478
validation[          , genome  5544] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       926.56757, best error:       837.88568 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.3233184814s, input_fired_time: 1.3957587481, output_fired_time: 1.2876330614, propagate_forward_time: 36.5830535889, propagate_backward_time: 56.2435150146, weight_update_time: 0.1325890273, other_time: 2.8133544922
epoch time: 8.1357259750s, input_fired_time: 0.1717809737, output_fired_time: 0.0000000000, propagate_forward_time: 7.4385232925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254216194
validation[          , genome  5544] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       927.53802, best error:       837.88568 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.4984817505s, input_fired_time: 1.4021040201, output_fired_time: 1.2894248962, propagate_forward_time: 36.6937484741, propagate_backward_time: 56.2843055725, weight_update_time: 0.1332751960, other_time: 2.8288917542
epoch time: 7.9693160057s, input_fired_time: 0.1670763344, output_fired_time: 0.0000000000, propagate_forward_time: 7.2827377319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195021629
validation[          , genome  5544] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       975.39307, best error:       837.88568 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.8672180176s, input_fired_time: 1.4250068665, output_fired_time: 1.3060184717, propagate_forward_time: 37.1704940796, propagate_backward_time: 57.1156120300, weight_update_time: 0.1350877583, other_time: 2.8500938416
epoch time: 8.0316457748s, input_fired_time: 0.1680796593, output_fired_time: 0.0000000000, propagate_forward_time: 7.3493933678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141725540
validation[          , genome  5544] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       917.16016, best error:       837.88568 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 98.5127563477s, input_fired_time: 1.4010809660, output_fired_time: 1.2868199348, propagate_forward_time: 36.5869216919, propagate_backward_time: 56.3969879150, weight_update_time: 0.1330648065, other_time: 2.8409500122
epoch time: 7.9032335281s, input_fired_time: 0.1661391854, output_fired_time: 0.0000000000, propagate_forward_time: 7.2244119644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126824379
validation[          , genome  5544] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       849.56879, best error:       837.88568 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.5206146240s, input_fired_time: 1.4065350294, output_fired_time: 1.2871325016, propagate_forward_time: 36.6916389465, propagate_backward_time: 56.2946128845, weight_update_time: 0.1371265948, other_time: 2.8406982422
epoch time: 8.0704107285s, input_fired_time: 0.1696310192, output_fired_time: 0.0000000000, propagate_forward_time: 7.3814105988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193691254
validation[          , genome  5544] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       915.49762, best error:       837.88568 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 98.4436035156s, input_fired_time: 1.3996360302, output_fired_time: 1.2877829075, propagate_forward_time: 36.5889625549, propagate_backward_time: 56.3332023621, weight_update_time: 0.1328358203, other_time: 2.8340225220
epoch time: 7.9049034119s, input_fired_time: 0.1683219522, output_fired_time: 0.0000000000, propagate_forward_time: 7.2202701569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163111687
validation[          , genome  5544] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       835.90076, best error:       835.90076 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.4142532349s, input_fired_time: 1.4061890841, output_fired_time: 1.2893376350, propagate_forward_time: 36.6001815796, propagate_backward_time: 56.2927436829, weight_update_time: 0.1330509782, other_time: 2.8258018494
epoch time: 8.0809135437s, input_fired_time: 0.1701303422, output_fired_time: 0.0000000000, propagate_forward_time: 7.3726096153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381736755
validation[          , genome  5544] predictions:    9727/  10000 (97.27%), best:    9744/10000 (97.44%), error:       911.83386, best error:       835.90076 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.6670761108s, input_fired_time: 1.4038796425, output_fired_time: 1.2840861082, propagate_forward_time: 36.6371383667, propagate_backward_time: 56.4875717163, weight_update_time: 0.1359743327, other_time: 2.8544006348
epoch time: 7.9482870102s, input_fired_time: 0.1680939794, output_fired_time: 0.0000000000, propagate_forward_time: 7.2570753098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231175423
validation[          , genome  5544] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       974.56769, best error:       835.90076 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 99.3388442993s, input_fired_time: 1.4113551378, output_fired_time: 1.2956247330, propagate_forward_time: 36.9183120728, propagate_backward_time: 56.8558044434, weight_update_time: 0.1346407235, other_time: 2.8577499390
epoch time: 7.7247409821s, input_fired_time: 0.1623149663, output_fired_time: 0.0000000000, propagate_forward_time: 7.0568079948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056180954
validation[          , genome  5544] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       806.42242, best error:       806.42242 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.6546173096s, input_fired_time: 1.4054636955, output_fired_time: 1.2855120897, propagate_forward_time: 36.6659355164, propagate_backward_time: 56.4607162476, weight_update_time: 0.1331211179, other_time: 2.8369865417
epoch time: 8.0509748459s, input_fired_time: 0.1712089330, output_fired_time: 0.0000000000, propagate_forward_time: 7.3564372063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233287811
validation[          , genome  5544] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       985.67181, best error:       806.42242 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 97.7152557373s, input_fired_time: 1.4050284624, output_fired_time: 1.2721493244, propagate_forward_time: 36.4184226990, propagate_backward_time: 55.8088035583, weight_update_time: 0.1318827420, other_time: 2.8108520508
epoch time: 7.8549189568s, input_fired_time: 0.1665074229, output_fired_time: 0.0000000000, propagate_forward_time: 7.1731367111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152750015
validation[          , genome  5544] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       945.40204, best error:       806.42242 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.4700698853s, input_fired_time: 1.4063787460, output_fired_time: 1.2907791138, propagate_forward_time: 36.6785354614, propagate_backward_time: 56.2634162903, weight_update_time: 0.1327068210, other_time: 2.8309593201
epoch time: 7.8681797981s, input_fired_time: 0.1683931649, output_fired_time: 0.0000000000, propagate_forward_time: 7.1814904213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182962418
validation[          , genome  5544] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       828.75061, best error:       806.42242 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.3282394409s, input_fired_time: 1.4232580662, output_fired_time: 1.2976163626, propagate_forward_time: 36.9939918518, propagate_backward_time: 56.7682723999, weight_update_time: 0.1335851401, other_time: 2.8451042175
epoch time: 8.1324529648s, input_fired_time: 0.1673298925, output_fired_time: 0.0000000000, propagate_forward_time: 7.4398188591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253043175
validation[          , genome  5544] predictions:    9728/  10000 (97.28%), best:    9759/10000 (97.59%), error:       900.38965, best error:       806.42242 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 98.6284561157s, input_fired_time: 1.3970835209, output_fired_time: 1.2938141823, propagate_forward_time: 36.6854896545, propagate_backward_time: 56.4216270447, weight_update_time: 0.1326760501, other_time: 2.8304367065
epoch time: 7.9567537308s, input_fired_time: 0.1693309098, output_fired_time: 0.0000000000, propagate_forward_time: 7.2702322006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171904564
validation[          , genome  5544] predictions:    9690/  10000 (96.90%), best:    9759/10000 (97.59%), error:      1028.62854, best error:       806.42242 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.5760192871s, input_fired_time: 1.4051998854, output_fired_time: 1.2859350443, propagate_forward_time: 36.6627731323, propagate_backward_time: 56.3687629700, weight_update_time: 0.1472321898, other_time: 2.8533515930
epoch time: 8.1318740845s, input_fired_time: 0.1830948591, output_fired_time: 0.0000000000, propagate_forward_time: 7.4229574203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258216858
validation[          , genome  5544] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       785.18848, best error:       785.18848 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 98.5622634888s, input_fired_time: 1.4121942520, output_fired_time: 1.2842713594, propagate_forward_time: 36.6276245117, propagate_backward_time: 56.3982162476, weight_update_time: 0.1346314549, other_time: 2.8399581909
epoch time: 8.1360483170s, input_fired_time: 0.1724611074, output_fired_time: 0.0000000000, propagate_forward_time: 7.4420351982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215520859
validation[          , genome  5544] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       840.49463, best error:       785.18848 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.2434310913s, input_fired_time: 1.4093602896, output_fired_time: 1.2880560160, propagate_forward_time: 36.5797767639, propagate_backward_time: 56.1383056641, weight_update_time: 0.1329060793, other_time: 2.8279304504
epoch time: 7.8893914223s, input_fired_time: 0.1676618010, output_fired_time: 0.0000000000, propagate_forward_time: 7.2092003822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125293732
validation[          , genome  5544] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       783.83118, best error:       783.83118 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 98.9203643799s, input_fired_time: 1.4166831970, output_fired_time: 1.2925692797, propagate_forward_time: 36.6912994385, propagate_backward_time: 56.6927680969, weight_update_time: 0.1328122765, other_time: 2.8270378113
epoch time: 8.0815258026s, input_fired_time: 0.1723187119, output_fired_time: 0.0000000000, propagate_forward_time: 7.3850603104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241465569
validation[          , genome  5544] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       852.42883, best error:       783.83118 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.2559585571s, input_fired_time: 1.4097759724, output_fired_time: 1.2945066690, propagate_forward_time: 36.5873718262, propagate_backward_time: 56.1288795471, weight_update_time: 0.1332819611, other_time: 2.8354225159
epoch time: 7.9612545967s, input_fired_time: 0.1708360761, output_fired_time: 0.0000000000, propagate_forward_time: 7.2730150223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174036026
validation[          , genome  5544] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       902.88104, best error:       783.83118 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.5474014282s, input_fired_time: 1.4104259014, output_fired_time: 1.2881100178, propagate_forward_time: 36.7306671143, propagate_backward_time: 56.2915649414, weight_update_time: 0.1328071654, other_time: 2.8266372681
epoch time: 7.9508862495s, input_fired_time: 0.1701267362, output_fired_time: 0.0000000000, propagate_forward_time: 7.2646036148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161557198
validation[          , genome  5544] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       900.96802, best error:       783.83118 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 98.1039581299s, input_fired_time: 1.4005767107, output_fired_time: 1.2762418985, propagate_forward_time: 36.5136604309, propagate_backward_time: 56.0847129822, weight_update_time: 0.1334074140, other_time: 2.8287658691
epoch time: 8.1981496811s, input_fired_time: 0.1744380146, output_fired_time: 0.0000000000, propagate_forward_time: 7.4960842133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276269913
validation[          , genome  5544] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       828.99939, best error:       783.83118 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.8318252563s, input_fired_time: 1.4148452282, output_fired_time: 1.2923182249, propagate_forward_time: 36.7648353577, propagate_backward_time: 56.5191040039, weight_update_time: 0.1335267574, other_time: 2.8407173157
epoch time: 8.1728363037s, input_fired_time: 0.1744027138, output_fired_time: 0.0000000000, propagate_forward_time: 7.4715142250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269193649
validation[          , genome  5544] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       837.56671, best error:       783.83118 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.7826538086s, input_fired_time: 1.4227335453, output_fired_time: 1.2864788771, propagate_forward_time: 36.7976989746, propagate_backward_time: 56.4237022400, weight_update_time: 0.1344209313, other_time: 2.8520393372
epoch time: 7.9317245483s, input_fired_time: 0.1664091051, output_fired_time: 0.0000000000, propagate_forward_time: 7.2480773926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172381401
validation[          , genome  5544] predictions:    9647/  10000 (96.47%), best:    9767/10000 (97.67%), error:      1145.09473, best error:       783.83118 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.0146484375s, input_fired_time: 1.4165551662, output_fired_time: 1.2949749231, propagate_forward_time: 36.7999114990, propagate_backward_time: 56.6626930237, weight_update_time: 0.1335538775, other_time: 2.8405113220
epoch time: 8.2449569702s, input_fired_time: 0.1743914485, output_fired_time: 0.0000000000, propagate_forward_time: 7.5436158180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269494057
validation[          , genome  5544] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       843.23706, best error:       783.83118 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.0521240234s, input_fired_time: 1.4042155743, output_fired_time: 1.2811509371, propagate_forward_time: 36.4496498108, propagate_backward_time: 56.0794448853, weight_update_time: 0.1336004734, other_time: 2.8376655579
epoch time: 7.8658981323s, input_fired_time: 0.1682431251, output_fired_time: 0.0000000000, propagate_forward_time: 7.1786799431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189752579
validation[          , genome  5544] predictions:    9665/  10000 (96.65%), best:    9767/10000 (97.67%), error:      1194.47156, best error:       783.83118 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.7586441040s, input_fired_time: 1.3783925772, output_fired_time: 1.2437409163, propagate_forward_time: 35.1896591187, propagate_backward_time: 54.1711540222, weight_update_time: 0.1291796118, other_time: 2.7756919861
epoch time: 7.3589777946s, input_fired_time: 0.1624609679, output_fired_time: 0.0000000000, propagate_forward_time: 6.7035107613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930062294
validation[          , genome  5544] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       837.33545, best error:       783.83118 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 96.1353607178s, input_fired_time: 1.3923108578, output_fired_time: 1.2642604113, propagate_forward_time: 35.6616897583, propagate_backward_time: 55.0140762329, weight_update_time: 0.1311304420, other_time: 2.8030242920
epoch time: 7.8170247078s, input_fired_time: 0.1684530973, output_fired_time: 0.0000000000, propagate_forward_time: 7.1340970993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144743919
validation[          , genome  5544] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       897.27930, best error:       783.83118 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.7954177856s, input_fired_time: 1.3898851871, output_fired_time: 1.2584291697, propagate_forward_time: 35.4260025024, propagate_backward_time: 54.9082069397, weight_update_time: 0.1303119510, other_time: 2.8128929138
epoch time: 8.0411767960s, input_fired_time: 0.1698128581, output_fired_time: 0.0000000000, propagate_forward_time: 7.3496794701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216846466
validation[          , genome  5544] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       872.70270, best error:       783.83118 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.0592880249s, input_fired_time: 1.3924126625, output_fired_time: 1.2665209770, propagate_forward_time: 35.5438919067, propagate_backward_time: 55.0424385071, weight_update_time: 0.1354349107, other_time: 2.8140296936
epoch time: 7.7097902298s, input_fired_time: 0.1637679636, output_fired_time: 0.0000000000, propagate_forward_time: 7.0388026237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072197914
validation[          , genome  5544] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       893.22449, best error:       783.83118 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 96.0497055054s, input_fired_time: 1.3928954601, output_fired_time: 1.2558557987, propagate_forward_time: 35.6425743103, propagate_backward_time: 54.9441032410, weight_update_time: 0.1319902986, other_time: 2.8142700195
epoch time: 7.5768880844s, input_fired_time: 0.1654862165, output_fired_time: 0.0000000000, propagate_forward_time: 6.9062757492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051259995
validation[          , genome  5544] predictions:    9681/  10000 (96.81%), best:    9767/10000 (97.67%), error:      1037.52979, best error:       783.83118 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 94.8955383301s, input_fired_time: 1.3787420988, output_fired_time: 1.2417417765, propagate_forward_time: 35.1107177734, propagate_backward_time: 54.3936462402, weight_update_time: 0.1300538331, other_time: 2.7706909180
epoch time: 7.7583460808s, input_fired_time: 0.1697493494, output_fired_time: 0.0000000000, propagate_forward_time: 7.0772905350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113062859
validation[          , genome  5544] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       898.18048, best error:       783.83118 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 96.0355758667s, input_fired_time: 1.3906335831, output_fired_time: 1.2558779716, propagate_forward_time: 35.5359268188, propagate_backward_time: 55.0525550842, weight_update_time: 0.1308261603, other_time: 2.8005867004
epoch time: 7.5337963104s, input_fired_time: 0.1630232632, output_fired_time: 0.0000000000, propagate_forward_time: 6.8669309616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038418770
validation[          , genome  5544] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       913.67041, best error:       783.83118 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 95.6622085571s, input_fired_time: 1.3930668831, output_fired_time: 1.2565741539, propagate_forward_time: 35.4304733276, propagate_backward_time: 54.7939453125, weight_update_time: 0.1306478977, other_time: 2.7881469727
epoch time: 7.7841057777s, input_fired_time: 0.1687859744, output_fired_time: 0.0000000000, propagate_forward_time: 7.1063365936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089831352
validation[          , genome  5544] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       962.83929, best error:       783.83118 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.5747222900s, input_fired_time: 1.4068106413, output_fired_time: 1.2933489084, propagate_forward_time: 40.7346115112, propagate_backward_time: 63.0423202515, weight_update_time: 0.1339007616, other_time: 3.0976333618
epoch time: 11.9119091034s, input_fired_time: 0.1859081089, output_fired_time: 0.0000000000, propagate_forward_time: 10.6638050079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0621957779
validation[          , genome  5544] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1004.88434, best error:       783.83118 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.5722961426s, input_fired_time: 1.7759394646, output_fired_time: 1.4416471720, propagate_forward_time: 56.3732337952, propagate_backward_time: 83.9120864868, weight_update_time: 0.1470291018, other_time: 4.0693893433
epoch time: 11.9052009583s, input_fired_time: 0.4333736897, output_fired_time: 0.0000000000, propagate_forward_time: 10.9149827957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568447113
validation[          , genome  5544] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:      1006.37994, best error:       783.83118 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.4307403564s, input_fired_time: 3.0097496510, output_fired_time: 2.4308512211, propagate_forward_time: 56.6436767578, propagate_backward_time: 80.2843856812, weight_update_time: 0.1470152438, other_time: 4.0620803833
epoch time: 11.9008550644s, input_fired_time: 0.1852909029, output_fired_time: 0.0000000000, propagate_forward_time: 11.1563386917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592250824
validation[          , genome  5544] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       846.22937, best error:       783.83118 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.7940521240s, input_fired_time: 1.5079404116, output_fired_time: 1.9326200485, propagate_forward_time: 52.6066589355, propagate_backward_time: 86.1927795410, weight_update_time: 0.3963308632, other_time: 4.5540618896
epoch time: 12.0377407074s, input_fired_time: 0.1870394349, output_fired_time: 0.0000000000, propagate_forward_time: 11.2923059464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583953857
validation[          , genome  5544] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       899.40295, best error:       783.83118 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.6631164551s, input_fired_time: 2.2642216682, output_fired_time: 1.9291473627, propagate_forward_time: 57.0151405334, propagate_backward_time: 81.1532211304, weight_update_time: 0.1463837624, other_time: 4.3013839722
epoch time: 12.0647859573s, input_fired_time: 0.1913096756, output_fired_time: 0.0000000000, propagate_forward_time: 10.8106498718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0628261566
validation[          , genome  5544] predictions:    9633/  10000 (96.33%), best:    9767/10000 (97.67%), error:      1214.38477, best error:       783.83118 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.7521820068s, input_fired_time: 1.7629371881, output_fired_time: 2.1737399101, propagate_forward_time: 56.6615753174, propagate_backward_time: 81.8460540771, weight_update_time: 0.1464226544, other_time: 4.3078765869
epoch time: 12.0096120834s, input_fired_time: 0.1856392175, output_fired_time: 0.0000000000, propagate_forward_time: 11.0072584152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8167142868
validation[          , genome  5544] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       850.42438, best error:       783.83118 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.5614166260s, input_fired_time: 2.2624888420, output_fired_time: 1.6789886951, propagate_forward_time: 53.2640190125, propagate_backward_time: 85.0376663208, weight_update_time: 0.3970464766, other_time: 4.3182601929
epoch time: 11.9336519241s, input_fired_time: 0.1873287559, output_fired_time: 0.0000000000, propagate_forward_time: 10.6900424957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0562810898
validation[          , genome  5544] predictions:    9759/  10000 (97.59%), best:    9767/10000 (97.67%), error:       845.68353, best error:       783.83118 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 145.8371276855s, input_fired_time: 1.7559521198, output_fired_time: 1.9164072275, propagate_forward_time: 53.9131278992, propagate_backward_time: 83.4606552124, weight_update_time: 0.1463095248, other_time: 4.7909774780
epoch time: 11.8224210739s, input_fired_time: 0.1854292005, output_fired_time: 0.0000000000, propagate_forward_time: 10.5754718781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0615196228
validation[          , genome  5544] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       861.45856, best error:       783.83118 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.3376922607s, input_fired_time: 1.5150876045, output_fired_time: 1.4371191263, propagate_forward_time: 54.1866378784, propagate_backward_time: 85.4012908936, weight_update_time: 0.1463367045, other_time: 3.7975540161
epoch time: 11.9798517227s, input_fired_time: 0.1884436607, output_fired_time: 0.0000000000, propagate_forward_time: 10.9829349518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8084735870
validation[          , genome  5544] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       826.91315, best error:       783.83118 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.1407165527s, input_fired_time: 2.0202164650, output_fired_time: 1.9325777292, propagate_forward_time: 55.1677436829, propagate_backward_time: 84.2021179199, weight_update_time: 0.1469456106, other_time: 3.8180694580
epoch time: 12.0304994583s, input_fired_time: 0.4371460974, output_fired_time: 0.0000000000, propagate_forward_time: 10.7762479782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8171052933
validation[          , genome  5544] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       887.97211, best error:       783.83118 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 146.7291564941s, input_fired_time: 2.2665195465, output_fired_time: 1.6789885759, propagate_forward_time: 56.2705955505, propagate_backward_time: 81.2132415771, weight_update_time: 0.8963156343, other_time: 5.2998046875
epoch time: 11.9574947357s, input_fired_time: 0.1868791729, output_fired_time: 0.0000000000, propagate_forward_time: 11.2062168121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643987656
validation[          , genome  5544] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       872.97052, best error:       783.83118 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.6827545166s, input_fired_time: 1.7624896765, output_fired_time: 1.9284659624, propagate_forward_time: 53.5931472778, propagate_backward_time: 84.3346099854, weight_update_time: 0.1474470049, other_time: 5.0640335083
epoch time: 11.9976520538s, input_fired_time: 0.1881466657, output_fired_time: 0.0000000000, propagate_forward_time: 10.9983901978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111152649
validation[          , genome  5544] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       891.57886, best error:       783.83118 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.0802917480s, input_fired_time: 2.2742795944, output_fired_time: 1.9399429560, propagate_forward_time: 57.0604324341, propagate_backward_time: 81.7361984253, weight_update_time: 0.1467498839, other_time: 4.0694427490
epoch time: 11.9974403381s, input_fired_time: 0.1874255687, output_fired_time: 0.0000000000, propagate_forward_time: 10.7442007065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0658140182
validation[          , genome  5544] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       867.81732, best error:       783.83118 on epoch:    71, 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: 60.7250251770s, input_fired_time: 0.9351987243, output_fired_time: 0.0000000000, propagate_forward_time: 56.3794212341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4104042053
best training[          , genome  5544] predictions:   49491/  50000 (98.98%), best:    9767/10000 (97.67%), error:      1887.78223, best error:       783.83118 on epoch:    71, 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: 12.0176439285s, input_fired_time: 0.1853580177, output_fired_time: 0.0000000000, propagate_forward_time: 11.2648582458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674276352
   testing[          , genome  5544] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       811.59100, best error:       783.83118 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:18:13 (6284): called boinc_finish(0)

</stderr_txt>
]]>