Nameexact_genome_1512568488_45_5307_0
Workunit2597794
Created7 Dec 2017, 14:14:03 UTC
Sent7 Dec 2017, 14:17:22 UTC
Report deadline13 Dec 2017, 15:35:03 UTC
Received8 Dec 2017, 0:21:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 25 min 31 sec
CPU time3 hours 18 min 2 sec
Validate stateValid
Credit1,513.49
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.94 MB
Peak swap size158.20 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205469131
validation[          , genome  5307] predictions:    9617/  10000 (96.17%), best:    9679/10000 (96.79%), error:      1291.88196, best error:      1101.60388 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 114.6258316040s, input_fired_time: 1.0299592018, output_fired_time: 0.9162591100, propagate_forward_time: 41.7349243164, propagate_backward_time: 67.9448394775, weight_update_time: 0.1446015388, other_time: 2.9998474121
epoch time: 9.9726333618s, input_fired_time: 0.1337045282, output_fired_time: 0.0000000000, propagate_forward_time: 9.2985830307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403461456
validation[          , genome  5307] predictions:    9654/  10000 (96.54%), best:    9679/10000 (96.79%), error:      1215.39783, best error:      1101.60388 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.0601119995s, input_fired_time: 1.0505276918, output_fired_time: 0.9784546494, propagate_forward_time: 44.0083389282, propagate_backward_time: 70.9307479858, weight_update_time: 0.1501408815, other_time: 3.0920410156
epoch time: 8.7618684769s, input_fired_time: 0.1302538514, output_fired_time: 0.0000000000, propagate_forward_time: 8.0947513580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368633270
validation[          , genome  5307] predictions:    9643/  10000 (96.43%), best:    9679/10000 (96.79%), error:      1222.96265, best error:      1101.60388 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.1614685059s, input_fired_time: 1.0389071703, output_fired_time: 0.9240158200, propagate_forward_time: 45.1251220703, propagate_backward_time: 64.0209808350, weight_update_time: 0.1515879929, other_time: 3.0524368286
epoch time: 15.8693466187s, input_fired_time: 0.2396056205, output_fired_time: 0.0000000000, propagate_forward_time: 14.7672052383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8625354767
validation[          , genome  5307] predictions:    9635/  10000 (96.35%), best:    9679/10000 (96.79%), error:      1184.09607, best error:      1101.60388 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.6466827393s, input_fired_time: 1.0939142704, output_fired_time: 1.0059585571, propagate_forward_time: 44.5187263489, propagate_backward_time: 71.7811889648, weight_update_time: 0.1684103161, other_time: 3.2468872070
epoch time: 8.7286510468s, input_fired_time: 0.1321436316, output_fired_time: 0.0000000000, propagate_forward_time: 8.0604467392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360603333
validation[          , genome  5307] predictions:    9663/  10000 (96.63%), best:    9679/10000 (96.79%), error:      1140.64807, best error:      1101.60388 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.1551437378s, input_fired_time: 1.0315626860, output_fired_time: 0.9116978645, propagate_forward_time: 41.5830650330, propagate_backward_time: 67.6062774658, weight_update_time: 0.1437712014, other_time: 3.0225372314
epoch time: 8.7436685562s, input_fired_time: 0.1321602315, output_fired_time: 0.0000000000, propagate_forward_time: 8.0709486008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405597687
validation[          , genome  5307] predictions:    9675/  10000 (96.75%), best:    9679/10000 (96.79%), error:      1120.36194, best error:      1101.60388 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.1111450195s, input_fired_time: 1.0290973186, output_fired_time: 0.9136133790, propagate_forward_time: 42.6154632568, propagate_backward_time: 66.5617752075, weight_update_time: 0.1441940069, other_time: 2.9911956787
epoch time: 10.0088672638s, input_fired_time: 0.1366186142, output_fired_time: 0.0000000000, propagate_forward_time: 9.3272294998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450191498
validation[          , genome  5307] predictions:    9654/  10000 (96.54%), best:    9679/10000 (96.79%), error:      1168.97656, best error:      1101.60388 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 124.2823638916s, input_fired_time: 1.0955412388, output_fired_time: 0.9890365601, propagate_forward_time: 49.4853248596, propagate_backward_time: 69.4764099121, weight_update_time: 0.1552871168, other_time: 3.2360534668
epoch time: 8.6459865570s, input_fired_time: 0.1282120794, output_fired_time: 0.0000000000, propagate_forward_time: 8.0023832321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153913498
validation[          , genome  5307] predictions:    9647/  10000 (96.47%), best:    9679/10000 (96.79%), error:      1160.12085, best error:      1101.60388 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.2198638916s, input_fired_time: 1.1124236584, output_fired_time: 0.9931603074, propagate_forward_time: 46.8323364258, propagate_backward_time: 70.0772323608, weight_update_time: 0.1687386632, other_time: 3.2047042847
epoch time: 9.9773864746s, input_fired_time: 0.1346555203, output_fired_time: 0.0000000000, propagate_forward_time: 9.2965106964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462198257
validation[          , genome  5307] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1093.50476, best error:      1093.50476 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.2555923462s, input_fired_time: 1.0333335400, output_fired_time: 0.9156544209, propagate_forward_time: 42.5270538330, propagate_backward_time: 66.7636795044, weight_update_time: 0.1446348727, other_time: 3.0158691406
epoch time: 8.7016572952s, input_fired_time: 0.1294870824, output_fired_time: 0.0000000000, propagate_forward_time: 8.0506772995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214929581
validation[          , genome  5307] predictions:    9649/  10000 (96.49%), best:    9662/10000 (96.62%), error:      1173.62170, best error:      1093.50476 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.4012222290s, input_fired_time: 1.0318120718, output_fired_time: 0.9134054184, propagate_forward_time: 42.7927093506, propagate_backward_time: 65.6744308472, weight_update_time: 0.1437301934, other_time: 3.9888610840
epoch time: 8.7584085464s, input_fired_time: 0.1313059926, output_fired_time: 0.0000000000, propagate_forward_time: 8.0951595306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319433212
validation[          , genome  5307] predictions:    9643/  10000 (96.43%), best:    9662/10000 (96.62%), error:      1158.64844, best error:      1093.50476 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 116.1272277832s, input_fired_time: 1.0409866571, output_fired_time: 0.9385783076, propagate_forward_time: 44.5893478394, propagate_backward_time: 66.4571533203, weight_update_time: 0.1444354355, other_time: 3.1011657715
epoch time: 9.9627246857s, input_fired_time: 0.1329045594, output_fired_time: 0.0000000000, propagate_forward_time: 9.2824192047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474004745
validation[          , genome  5307] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1171.09595, best error:      1093.50476 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.3526458740s, input_fired_time: 1.0288835764, output_fired_time: 0.9129036665, propagate_forward_time: 41.7096672058, propagate_backward_time: 66.7364578247, weight_update_time: 0.1435274184, other_time: 2.9647293091
epoch time: 9.8093910217s, input_fired_time: 0.1318171471, output_fired_time: 0.0000000000, propagate_forward_time: 9.1490974426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284767151
validation[          , genome  5307] predictions:    9648/  10000 (96.48%), best:    9662/10000 (96.62%), error:      1165.72156, best error:      1093.50476 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.3781890869s, input_fired_time: 1.0358147621, output_fired_time: 0.9155880213, propagate_forward_time: 41.7448806763, propagate_backward_time: 66.6538619995, weight_update_time: 0.1442996114, other_time: 3.0280456543
epoch time: 9.7534799576s, input_fired_time: 0.1337006390, output_fired_time: 0.0000000000, propagate_forward_time: 9.0830898285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366897583
validation[          , genome  5307] predictions:    9656/  10000 (96.56%), best:    9662/10000 (96.62%), error:      1128.98584, best error:      1093.50476 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.4630661011s, input_fired_time: 2.1149702072, output_fired_time: 0.9899129272, propagate_forward_time: 45.0783996582, propagate_backward_time: 71.1396942139, weight_update_time: 0.1513672918, other_time: 3.1400909424
epoch time: 9.7094326019s, input_fired_time: 0.1330770701, output_fired_time: 0.0000000000, propagate_forward_time: 9.0403900146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359659195
validation[          , genome  5307] predictions:    9651/  10000 (96.51%), best:    9662/10000 (96.62%), error:      1103.82495, best error:      1093.50476 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.2869338989s, input_fired_time: 1.1725509167, output_fired_time: 0.9813826084, propagate_forward_time: 47.3301506042, propagate_backward_time: 72.6550903320, weight_update_time: 0.1510883123, other_time: 3.1477508545
epoch time: 8.6517772675s, input_fired_time: 0.1303525716, output_fired_time: 0.0000000000, propagate_forward_time: 8.0010232925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204010010
validation[          , genome  5307] predictions:    9621/  10000 (96.21%), best:    9662/10000 (96.62%), error:      1178.68799, best error:      1093.50476 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.9669494629s, input_fired_time: 1.0524384975, output_fired_time: 0.9492819905, propagate_forward_time: 43.3360519409, propagate_backward_time: 72.5080718994, weight_update_time: 0.1446983218, other_time: 3.1211090088
epoch time: 9.7188205719s, input_fired_time: 0.1325340718, output_fired_time: 0.0000000000, propagate_forward_time: 9.0454578400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408287048
validation[          , genome  5307] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1079.49719, best error:      1079.49719 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.9258422852s, input_fired_time: 1.0333193541, output_fired_time: 0.9061882496, propagate_forward_time: 42.4823799133, propagate_backward_time: 64.5140991211, weight_update_time: 0.1433514953, other_time: 2.9898529053
epoch time: 10.0207128525s, input_fired_time: 0.1372143924, output_fired_time: 0.0000000000, propagate_forward_time: 9.3295936584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539045334
validation[          , genome  5307] predictions:    9598/  10000 (95.98%), best:    9676/10000 (96.76%), error:      1252.00159, best error:      1079.49719 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.0085601807s, input_fired_time: 1.0443340540, output_fired_time: 0.9220591187, propagate_forward_time: 44.0861816406, propagate_backward_time: 64.9121932983, weight_update_time: 0.1448679268, other_time: 4.0437927246
epoch time: 8.5472898483s, input_fired_time: 0.1301336139, output_fired_time: 0.0000000000, propagate_forward_time: 7.8891997337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279564857
validation[          , genome  5307] predictions:    9634/  10000 (96.34%), best:    9676/10000 (96.76%), error:      1262.62451, best error:      1079.49719 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.7087707520s, input_fired_time: 1.1183791161, output_fired_time: 0.9300170541, propagate_forward_time: 42.9027519226, propagate_backward_time: 68.7006607056, weight_update_time: 0.1434444189, other_time: 4.0569686890
epoch time: 11.8960313797s, input_fired_time: 0.1476685554, output_fired_time: 0.0000000000, propagate_forward_time: 11.1261415482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222209930
validation[          , genome  5307] predictions:    9646/  10000 (96.46%), best:    9676/10000 (96.76%), error:      1169.03259, best error:      1079.49719 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 113.8467941284s, input_fired_time: 1.0387369394, output_fired_time: 0.9198060036, propagate_forward_time: 42.8935775757, propagate_backward_time: 65.9749984741, weight_update_time: 0.1438802183, other_time: 3.0196762085
epoch time: 9.9101171494s, input_fired_time: 0.1353739202, output_fired_time: 0.0000000000, propagate_forward_time: 9.2385969162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361461639
validation[          , genome  5307] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1013.79852, best error:      1013.79852 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.1852111816s, input_fired_time: 1.0465562344, output_fired_time: 0.9193116426, propagate_forward_time: 43.0822982788, propagate_backward_time: 67.1092376709, weight_update_time: 0.1443963349, other_time: 3.0278091431
epoch time: 8.4327230453s, input_fired_time: 0.1292642355, output_fired_time: 0.0000000000, propagate_forward_time: 7.7785491943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249099731
validation[          , genome  5307] predictions:    9671/  10000 (96.71%), best:    9696/10000 (96.96%), error:      1077.03052, best error:      1013.79852 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 114.8023452759s, input_fired_time: 1.0463310480, output_fired_time: 1.9238766432, propagate_forward_time: 41.7861328125, propagate_backward_time: 67.0000000000, weight_update_time: 0.1441227198, other_time: 3.0460052490
epoch time: 12.1910886765s, input_fired_time: 0.2060379982, output_fired_time: 0.0000000000, propagate_forward_time: 11.2447910309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7402591705
validation[          , genome  5307] predictions:    9691/  10000 (96.91%), best:    9696/10000 (96.96%), error:      1047.21155, best error:      1013.79852 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.5373764038s, input_fired_time: 1.0634111166, output_fired_time: 0.9113075733, propagate_forward_time: 41.7356796265, propagate_backward_time: 66.8013000488, weight_update_time: 0.1430323869, other_time: 3.0256805420
epoch time: 10.0454263687s, input_fired_time: 0.1348715872, output_fired_time: 0.0000000000, propagate_forward_time: 9.3726196289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379352570
validation[          , genome  5307] predictions:    9687/  10000 (96.87%), best:    9696/10000 (96.96%), error:      1040.60730, best error:      1013.79852 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 113.8137512207s, input_fired_time: 1.0449351072, output_fired_time: 0.9184487462, propagate_forward_time: 42.8381805420, propagate_backward_time: 65.9112930298, weight_update_time: 0.1454109102, other_time: 3.1008911133
epoch time: 9.8643980026s, input_fired_time: 0.1340681463, output_fired_time: 0.0000000000, propagate_forward_time: 9.1836042404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467252731
validation[          , genome  5307] predictions:    9692/  10000 (96.92%), best:    9696/10000 (96.96%), error:      1032.91638, best error:      1013.79852 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.5718383789s, input_fired_time: 1.0383255482, output_fired_time: 0.9119666219, propagate_forward_time: 43.8082351685, propagate_backward_time: 65.8134307861, weight_update_time: 0.1435206085, other_time: 2.9998855591
epoch time: 8.6338415146s, input_fired_time: 0.1318479627, output_fired_time: 0.0000000000, propagate_forward_time: 7.9775648117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244283676
validation[          , genome  5307] predictions:    9656/  10000 (96.56%), best:    9696/10000 (96.96%), error:      1148.94775, best error:      1013.79852 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.2797088623s, input_fired_time: 1.0517022610, output_fired_time: 0.9251648784, propagate_forward_time: 44.0856323242, propagate_backward_time: 70.1129379272, weight_update_time: 0.1573312730, other_time: 3.1042709351
epoch time: 13.4648981094s, input_fired_time: 0.1656208485, output_fired_time: 0.0000000000, propagate_forward_time: 12.5821876526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170896530
validation[          , genome  5307] predictions:    9676/  10000 (96.76%), best:    9696/10000 (96.96%), error:      1093.01672, best error:      1013.79852 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.9563598633s, input_fired_time: 1.1991786957, output_fired_time: 1.0656075478, propagate_forward_time: 48.0280876160, propagate_backward_time: 76.3424453735, weight_update_time: 0.1602473557, other_time: 3.3210525513
epoch time: 9.9398603439s, input_fired_time: 0.1343124360, output_fired_time: 0.0000000000, propagate_forward_time: 9.2676067352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379409790
validation[          , genome  5307] predictions:    9674/  10000 (96.74%), best:    9696/10000 (96.96%), error:      1119.75195, best error:      1013.79852 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.7370300293s, input_fired_time: 1.1590921879, output_fired_time: 0.9747214317, propagate_forward_time: 46.3903160095, propagate_backward_time: 70.0844726563, weight_update_time: 0.1434448063, other_time: 3.1284179688
epoch time: 8.6271886826s, input_fired_time: 0.1312796474, output_fired_time: 0.0000000000, propagate_forward_time: 7.9727764130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231323242
validation[          , genome  5307] predictions:    9650/  10000 (96.50%), best:    9696/10000 (96.96%), error:      1145.74536, best error:      1013.79852 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.9844589233s, input_fired_time: 2.0498769283, output_fired_time: 0.9213035107, propagate_forward_time: 43.8652191162, propagate_backward_time: 65.1401367188, weight_update_time: 0.1443806887, other_time: 3.0079269409
epoch time: 9.9695529938s, input_fired_time: 0.1358396560, output_fired_time: 0.0000000000, propagate_forward_time: 9.2895574570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441560745
validation[          , genome  5307] predictions:    9697/  10000 (96.97%), best:    9696/10000 (96.96%), error:      1025.18994, best error:      1013.79852 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.6044006348s, input_fired_time: 1.0963335037, output_fired_time: 0.9326381087, propagate_forward_time: 43.2252388000, propagate_backward_time: 70.2148284912, weight_update_time: 0.1451972723, other_time: 3.1353607178
epoch time: 8.8221960068s, input_fired_time: 0.1342029870, output_fired_time: 0.0000000000, propagate_forward_time: 8.1531829834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348100662
validation[          , genome  5307] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       964.98053, best error:       964.98053 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.0459671021s, input_fired_time: 1.0455493927, output_fired_time: 0.9187867045, propagate_forward_time: 42.0080375671, propagate_backward_time: 68.0494384766, weight_update_time: 0.1443196088, other_time: 3.0241546631
epoch time: 8.7410573959s, input_fired_time: 0.1319374293, output_fired_time: 0.0000000000, propagate_forward_time: 8.0734043121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357160568
validation[          , genome  5307] predictions:    9719/  10000 (97.19%), best:    9701/10000 (97.01%), error:       974.08820, best error:       964.98053 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 117.4588088989s, input_fired_time: 1.0688452721, output_fired_time: 0.9275671840, propagate_forward_time: 43.8680305481, propagate_backward_time: 68.5571899414, weight_update_time: 0.1517096758, other_time: 3.0371704102
epoch time: 9.9535808563s, input_fired_time: 0.1378687024, output_fired_time: 0.0000000000, propagate_forward_time: 9.2648010254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509109497
validation[          , genome  5307] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1047.00916, best error:       964.98053 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.1385726929s, input_fired_time: 1.0704209805, output_fired_time: 0.9371269345, propagate_forward_time: 43.9056282043, propagate_backward_time: 66.1165237427, weight_update_time: 0.1448450089, other_time: 3.1088790894
epoch time: 10.1218585968s, input_fired_time: 0.1399275512, output_fired_time: 0.0000000000, propagate_forward_time: 9.4334917068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484390259
validation[          , genome  5307] predictions:    9642/  10000 (96.42%), best:    9701/10000 (97.01%), error:      1159.61877, best error:       964.98053 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 113.4714279175s, input_fired_time: 1.0479955673, output_fired_time: 0.9087536335, propagate_forward_time: 42.0459327698, propagate_backward_time: 66.4841537476, weight_update_time: 0.1433264911, other_time: 2.9845962524
epoch time: 8.6526603699s, input_fired_time: 0.1308554262, output_fired_time: 0.0000000000, propagate_forward_time: 7.9984245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233802795
validation[          , genome  5307] predictions:    9703/  10000 (97.03%), best:    9701/10000 (97.01%), error:      1007.08588, best error:       964.98053 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.4843597412s, input_fired_time: 1.1410579681, output_fired_time: 0.9757465124, propagate_forward_time: 44.4096412659, propagate_backward_time: 70.7243576050, weight_update_time: 0.1542865336, other_time: 4.2335586548
epoch time: 9.9872617722s, input_fired_time: 0.1371273994, output_fired_time: 0.0000000000, propagate_forward_time: 9.3013143539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488195419
validation[          , genome  5307] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1094.36328, best error:       964.98053 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 113.5229110718s, input_fired_time: 1.0414683819, output_fired_time: 0.9323229194, propagate_forward_time: 43.8127632141, propagate_backward_time: 64.7255401611, weight_update_time: 0.1437957436, other_time: 3.0108184814
epoch time: 10.9548969269s, input_fired_time: 0.1450378597, output_fired_time: 0.0000000000, propagate_forward_time: 10.2170810699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927782059
validation[          , genome  5307] predictions:    9710/  10000 (97.10%), best:    9701/10000 (97.01%), error:      1050.57336, best error:       964.98053 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 122.6042633057s, input_fired_time: 1.0924671888, output_fired_time: 0.9920726418, propagate_forward_time: 46.7798805237, propagate_backward_time: 70.5587081909, weight_update_time: 0.1588520110, other_time: 3.1811294556
epoch time: 8.7659606934s, input_fired_time: 0.1334283501, output_fired_time: 0.0000000000, propagate_forward_time: 8.0920104980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405216217
validation[          , genome  5307] predictions:    9676/  10000 (96.76%), best:    9701/10000 (97.01%), error:      1049.34436, best error:       964.98053 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.6497344971s, input_fired_time: 1.0487025976, output_fired_time: 0.9163967371, propagate_forward_time: 41.9274902344, propagate_backward_time: 65.8361816406, weight_update_time: 0.1441602409, other_time: 3.9209594727
epoch time: 9.9550752640s, input_fired_time: 0.1361055225, output_fired_time: 0.0000000000, propagate_forward_time: 9.2304954529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884742737
validation[          , genome  5307] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1132.29626, best error:       964.98053 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.4140243530s, input_fired_time: 1.0571231842, output_fired_time: 0.9132345915, propagate_forward_time: 43.7974853516, propagate_backward_time: 64.6486968994, weight_update_time: 0.1436291188, other_time: 2.9974899292
epoch time: 12.8319540024s, input_fired_time: 0.1475786567, output_fired_time: 0.0000000000, propagate_forward_time: 12.0053243637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790513992
validation[          , genome  5307] predictions:    9674/  10000 (96.74%), best:    9701/10000 (97.01%), error:      1045.54895, best error:       964.98053 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.5827560425s, input_fired_time: 1.0964636803, output_fired_time: 0.9392678142, propagate_forward_time: 43.4160881042, propagate_backward_time: 68.8991775513, weight_update_time: 0.1448240727, other_time: 4.2317581177
epoch time: 10.6126327515s, input_fired_time: 0.1379005164, output_fired_time: 0.0000000000, propagate_forward_time: 9.8964099884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783224106
validation[          , genome  5307] predictions:    9715/  10000 (97.15%), best:    9701/10000 (97.01%), error:       977.38196, best error:       964.98053 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.7792358398s, input_fired_time: 1.0443367958, output_fired_time: 1.9241551161, propagate_forward_time: 42.7268943787, propagate_backward_time: 65.0472717285, weight_update_time: 0.1436383575, other_time: 3.0365753174
epoch time: 9.9752502441s, input_fired_time: 0.1376668960, output_fired_time: 0.0000000000, propagate_forward_time: 9.2947893143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427942276
validation[          , genome  5307] predictions:    9706/  10000 (97.06%), best:    9701/10000 (97.01%), error:      1032.81714, best error:       964.98053 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.2597503662s, input_fired_time: 2.0528616905, output_fired_time: 0.9118273258, propagate_forward_time: 41.4908065796, propagate_backward_time: 66.8177642822, weight_update_time: 0.1435341984, other_time: 2.9864883423
epoch time: 8.7138233185s, input_fired_time: 0.1339005232, output_fired_time: 0.0000000000, propagate_forward_time: 8.0509099960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290126801
validation[          , genome  5307] predictions:    9603/  10000 (96.03%), best:    9701/10000 (97.01%), error:      1282.28455, best error:       964.98053 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.5796356201s, input_fired_time: 1.0450236797, output_fired_time: 1.9255512953, propagate_forward_time: 40.6151237488, propagate_backward_time: 68.0092773438, weight_update_time: 0.1428739876, other_time: 2.9846649170
epoch time: 8.5947656631s, input_fired_time: 0.1319046915, output_fired_time: 0.0000000000, propagate_forward_time: 7.9360485077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268125534
validation[          , genome  5307] predictions:    9727/  10000 (97.27%), best:    9701/10000 (97.01%), error:       972.69189, best error:       964.98053 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.5668563843s, input_fired_time: 1.0539214611, output_fired_time: 0.9199757576, propagate_forward_time: 43.6877326965, propagate_backward_time: 65.8397750854, weight_update_time: 0.1452735066, other_time: 3.0654525757
epoch time: 9.9670381546s, input_fired_time: 0.1360546499, output_fired_time: 0.0000000000, propagate_forward_time: 9.2915544510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394287109
validation[          , genome  5307] predictions:    9674/  10000 (96.74%), best:    9701/10000 (97.01%), error:      1118.39124, best error:       964.98053 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.0951538086s, input_fired_time: 1.0470808744, output_fired_time: 0.9130858779, propagate_forward_time: 41.9075775146, propagate_backward_time: 67.2271423340, weight_update_time: 0.1428700536, other_time: 3.0002670288
epoch time: 10.0546579361s, input_fired_time: 0.1359623075, output_fired_time: 0.0000000000, propagate_forward_time: 9.3868284225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318670273
validation[          , genome  5307] predictions:    9702/  10000 (97.02%), best:    9701/10000 (97.01%), error:      1004.63147, best error:       964.98053 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.4088516235s, input_fired_time: 1.0508972406, output_fired_time: 0.9147222638, propagate_forward_time: 43.6172103882, propagate_backward_time: 65.8497543335, weight_update_time: 0.1429542452, other_time: 2.9762725830
epoch time: 9.0752058029s, input_fired_time: 0.1369587928, output_fired_time: 0.0000000000, propagate_forward_time: 8.3980846405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401620865
validation[          , genome  5307] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       979.87970, best error:       964.98053 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 115.6431732178s, input_fired_time: 1.0538719893, output_fired_time: 0.9210222363, propagate_forward_time: 45.1991920471, propagate_backward_time: 65.4443435669, weight_update_time: 0.1442746520, other_time: 3.0247421265
epoch time: 8.7972602844s, input_fired_time: 0.1401680559, output_fired_time: 0.0000000000, propagate_forward_time: 8.1171960831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398960114
validation[          , genome  5307] predictions:    9692/  10000 (96.92%), best:    9701/10000 (97.01%), error:       992.72131, best error:       964.98053 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.2599411011s, input_fired_time: 1.0539796352, output_fired_time: 0.9192596674, propagate_forward_time: 43.6027030945, propagate_backward_time: 65.6864929199, weight_update_time: 0.1434340924, other_time: 2.9975128174
epoch time: 8.7892818451s, input_fired_time: 0.1333268136, output_fired_time: 0.0000000000, propagate_forward_time: 8.1286392212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273160934
validation[          , genome  5307] predictions:    9705/  10000 (97.05%), best:    9701/10000 (97.01%), error:       992.89471, best error:       964.98053 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.1987075806s, input_fired_time: 1.0457527637, output_fired_time: 0.9183468223, propagate_forward_time: 42.5423736572, propagate_backward_time: 66.6877517700, weight_update_time: 0.1434120387, other_time: 3.0044784546
epoch time: 9.9946823120s, input_fired_time: 0.1361783147, output_fired_time: 0.0000000000, propagate_forward_time: 9.3180332184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404710770
validation[          , genome  5307] predictions:    9667/  10000 (96.67%), best:    9701/10000 (97.01%), error:      1097.59155, best error:       964.98053 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.1686782837s, input_fired_time: 1.0781482458, output_fired_time: 0.9892581105, propagate_forward_time: 43.5519714355, propagate_backward_time: 69.4419860840, weight_update_time: 0.1448924541, other_time: 4.1073150635
epoch time: 8.6934509277s, input_fired_time: 0.1328923404, output_fired_time: 0.0000000000, propagate_forward_time: 8.0401172638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204410553
validation[          , genome  5307] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1037.31006, best error:       964.98053 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 125.7075881958s, input_fired_time: 1.1327491999, output_fired_time: 1.0245225430, propagate_forward_time: 49.3314704895, propagate_backward_time: 70.8911590576, weight_update_time: 0.1525315791, other_time: 3.3276824951
epoch time: 9.9195947647s, input_fired_time: 0.1362247020, output_fired_time: 0.0000000000, propagate_forward_time: 9.2489242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344457626
validation[          , genome  5307] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1075.26379, best error:       964.98053 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 113.8261108398s, input_fired_time: 1.0490646362, output_fired_time: 1.9429932833, propagate_forward_time: 42.0306282043, propagate_backward_time: 65.7596282959, weight_update_time: 0.1697658151, other_time: 3.0437927246
epoch time: 8.6889972687s, input_fired_time: 0.1354628652, output_fired_time: 0.0000000000, propagate_forward_time: 8.0220079422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315265656
validation[          , genome  5307] predictions:    9716/  10000 (97.16%), best:    9701/10000 (97.01%), error:       996.96161, best error:       964.98053 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.6713638306s, input_fired_time: 1.0715833902, output_fired_time: 1.5151190758, propagate_forward_time: 42.4409255981, propagate_backward_time: 65.6370849609, weight_update_time: 0.1429126561, other_time: 3.0066452026
epoch time: 8.6168069839s, input_fired_time: 0.1314775497, output_fired_time: 0.0000000000, propagate_forward_time: 7.9700298309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152997971
validation[          , genome  5307] predictions:    9687/  10000 (96.87%), best:    9701/10000 (97.01%), error:      1067.71606, best error:       964.98053 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.7533340454s, input_fired_time: 1.0990445614, output_fired_time: 0.9438879490, propagate_forward_time: 45.8320960999, propagate_backward_time: 68.7550811768, weight_update_time: 0.1441681087, other_time: 3.1232299805
epoch time: 10.1204814911s, input_fired_time: 0.1364104152, output_fired_time: 0.0000000000, propagate_forward_time: 9.4511947632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328760147
validation[          , genome  5307] predictions:    9716/  10000 (97.16%), best:    9701/10000 (97.01%), error:       984.27863, best error:       964.98053 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.3866348267s, input_fired_time: 1.1420593262, output_fired_time: 0.9591439962, propagate_forward_time: 44.9801101685, propagate_backward_time: 70.1467590332, weight_update_time: 0.1699955463, other_time: 3.1585617065
epoch time: 8.5735988617s, input_fired_time: 0.1311736107, output_fired_time: 0.0000000000, propagate_forward_time: 7.9280357361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143890381
validation[          , genome  5307] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1049.78040, best error:       964.98053 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.5530471802s, input_fired_time: 1.0504609346, output_fired_time: 0.9196478128, propagate_forward_time: 40.7797737122, propagate_backward_time: 68.8108062744, weight_update_time: 0.1435053051, other_time: 2.9923553467
epoch time: 8.6891498566s, input_fired_time: 0.1330144703, output_fired_time: 0.0000000000, propagate_forward_time: 8.0312108994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249242783
validation[          , genome  5307] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1023.20953, best error:       964.98053 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.5234069824s, input_fired_time: 1.0558296442, output_fired_time: 0.9216688275, propagate_forward_time: 43.7560844421, propagate_backward_time: 65.7833862305, weight_update_time: 0.1437893659, other_time: 3.0064392090
epoch time: 9.8836307526s, input_fired_time: 0.1360683590, output_fired_time: 0.0000000000, propagate_forward_time: 9.2136516571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339107513
validation[          , genome  5307] predictions:    9706/  10000 (97.06%), best:    9701/10000 (97.01%), error:      1015.10028, best error:       964.98053 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.3156814575s, input_fired_time: 1.1352316141, output_fired_time: 0.9511362910, propagate_forward_time: 48.6554031372, propagate_backward_time: 69.4121398926, weight_update_time: 0.1610494405, other_time: 3.1617736816
epoch time: 8.4748840332s, input_fired_time: 0.1336009800, output_fired_time: 0.0000000000, propagate_forward_time: 7.8246197701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166630745
validation[          , genome  5307] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1015.92023, best error:       964.98053 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.0371093750s, input_fired_time: 1.1793262959, output_fired_time: 1.0576874018, propagate_forward_time: 49.4010734558, propagate_backward_time: 76.0793380737, weight_update_time: 0.1570529044, other_time: 3.3196792603
epoch time: 8.7553482056s, input_fired_time: 0.1349922270, output_fired_time: 0.0000000000, propagate_forward_time: 8.0785198212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418357849
validation[          , genome  5307] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1163.24438, best error:       964.98053 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.0093917847s, input_fired_time: 1.0591639280, output_fired_time: 0.9423224330, propagate_forward_time: 43.8453369141, propagate_backward_time: 66.1265716553, weight_update_time: 0.1454920024, other_time: 3.0359954834
epoch time: 8.7175331116s, input_fired_time: 0.1337079853, output_fired_time: 0.0000000000, propagate_forward_time: 8.0637903214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200347900
validation[          , genome  5307] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1081.58179, best error:       964.98053 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.3034133911s, input_fired_time: 1.1751496792, output_fired_time: 1.0355815887, propagate_forward_time: 48.4924430847, propagate_backward_time: 73.3850479126, weight_update_time: 0.1803138554, other_time: 3.2151870728
epoch time: 10.8049383163s, input_fired_time: 0.1910624206, output_fired_time: 0.0000000000, propagate_forward_time: 9.9968709946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170053482
validation[          , genome  5307] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1084.65015, best error:       964.98053 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 117.1363601685s, input_fired_time: 2.0811557770, output_fired_time: 0.9692354798, propagate_forward_time: 44.6293640137, propagate_backward_time: 65.3735122681, weight_update_time: 0.1429561526, other_time: 4.0830917358
epoch time: 9.9804229736s, input_fired_time: 0.1379713565, output_fired_time: 0.0000000000, propagate_forward_time: 9.2957010269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467510223
validation[          , genome  5307] predictions:    9693/  10000 (96.93%), best:    9701/10000 (97.01%), error:      1023.39264, best error:       964.98053 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 113.6871490479s, input_fired_time: 2.0681431293, output_fired_time: 0.9160304666, propagate_forward_time: 42.7595252991, propagate_backward_time: 64.9325103760, weight_update_time: 0.1442023516, other_time: 3.0109405518
epoch time: 9.9802551270s, input_fired_time: 0.1391334683, output_fired_time: 0.0000000000, propagate_forward_time: 9.2867193222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544023514
validation[          , genome  5307] predictions:    9696/  10000 (96.96%), best:    9701/10000 (97.01%), error:      1035.61890, best error:       964.98053 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.1529235840s, input_fired_time: 1.1368478537, output_fired_time: 0.9768954515, propagate_forward_time: 45.8720245361, propagate_backward_time: 70.0683135986, weight_update_time: 0.1585919261, other_time: 3.0988388062
epoch time: 8.5137023926s, input_fired_time: 0.1312067956, output_fired_time: 0.0000000000, propagate_forward_time: 7.8682670593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142288208
validation[          , genome  5307] predictions:    9692/  10000 (96.92%), best:    9701/10000 (97.01%), error:      1051.30859, best error:       964.98053 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 113.1249923706s, input_fired_time: 1.0568982363, output_fired_time: 0.9215206504, propagate_forward_time: 41.5490493774, propagate_backward_time: 66.5970153809, weight_update_time: 0.1427709460, other_time: 3.0005035400
epoch time: 9.9862651825s, input_fired_time: 0.1398347616, output_fired_time: 0.0000000000, propagate_forward_time: 9.2918701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545606613
validation[          , genome  5307] predictions:    9665/  10000 (96.65%), best:    9701/10000 (97.01%), error:      1112.19519, best error:       964.98053 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 113.7673568726s, input_fired_time: 1.0638762712, output_fired_time: 0.9282945991, propagate_forward_time: 41.7950668335, propagate_backward_time: 66.9962463379, weight_update_time: 0.1442268044, other_time: 2.9838790894
epoch time: 9.8525552750s, input_fired_time: 0.1421472728, output_fired_time: 0.0000000000, propagate_forward_time: 9.1722974777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381107330
validation[          , genome  5307] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1014.99353, best error:       964.98053 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 123.6541976929s, input_fired_time: 1.0879099369, output_fired_time: 1.0110234022, propagate_forward_time: 46.3329391479, propagate_backward_time: 70.9296264648, weight_update_time: 0.1608150154, other_time: 4.2926940918
epoch time: 10.0110311508s, input_fired_time: 0.1408292800, output_fired_time: 0.0000000000, propagate_forward_time: 9.3330745697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371274948
validation[          , genome  5307] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1107.10278, best error:       964.98053 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.0617446899s, input_fired_time: 1.0940804482, output_fired_time: 0.9547405839, propagate_forward_time: 43.9401397705, propagate_backward_time: 67.0427856445, weight_update_time: 0.1429146081, other_time: 3.0299987793
epoch time: 10.0662498474s, input_fired_time: 0.1417817473, output_fired_time: 0.0000000000, propagate_forward_time: 9.3922481537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322198868
validation[          , genome  5307] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1156.30579, best error:       964.98053 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.6724624634s, input_fired_time: 1.0605192184, output_fired_time: 0.9242587090, propagate_forward_time: 42.8522911072, propagate_backward_time: 66.8454284668, weight_update_time: 0.1439912021, other_time: 2.9899749756
epoch time: 8.6894102097s, input_fired_time: 0.1365585774, output_fired_time: 0.0000000000, propagate_forward_time: 8.0190744400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337772369
validation[          , genome  5307] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1017.88110, best error:       964.98053 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.2945327759s, input_fired_time: 1.0548250675, output_fired_time: 0.9242616892, propagate_forward_time: 43.6236038208, propagate_backward_time: 65.7147903442, weight_update_time: 0.1454114467, other_time: 2.9770507813
epoch time: 8.7476997375s, input_fired_time: 0.1364231557, output_fired_time: 0.0000000000, propagate_forward_time: 8.0850982666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261783600
validation[          , genome  5307] predictions:    9696/  10000 (96.96%), best:    9701/10000 (97.01%), error:      1011.06482, best error:       964.98053 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.8944168091s, input_fired_time: 1.1311222315, output_fired_time: 1.9441092014, propagate_forward_time: 43.9352989197, propagate_backward_time: 69.7600097656, weight_update_time: 0.1427993327, other_time: 3.1238861084
epoch time: 10.0297851563s, input_fired_time: 0.1403737515, output_fired_time: 0.0000000000, propagate_forward_time: 9.3428792953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465316772
validation[          , genome  5307] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1041.41333, best error:       964.98053 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.5331802368s, input_fired_time: 1.1574299335, output_fired_time: 0.9572898746, propagate_forward_time: 47.1312179565, propagate_backward_time: 71.0280151367, weight_update_time: 0.1667375267, other_time: 3.2592239380
epoch time: 9.8089885712s, input_fired_time: 0.1365922540, output_fired_time: 0.0000000000, propagate_forward_time: 9.1436977386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286989212
validation[          , genome  5307] predictions:    9714/  10000 (97.14%), best:    9701/10000 (97.01%), error:      1014.88708, best error:       964.98053 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.9800415039s, input_fired_time: 1.0547693968, output_fired_time: 0.9153169394, propagate_forward_time: 42.5638008118, propagate_backward_time: 65.4824371338, weight_update_time: 0.1427025795, other_time: 2.9637145996
epoch time: 9.8434362411s, input_fired_time: 0.1366494745, output_fired_time: 0.0000000000, propagate_forward_time: 9.1751861572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316009521
validation[          , genome  5307] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1086.82751, best error:       964.98053 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 113.4008483887s, input_fired_time: 1.0576716661, output_fired_time: 0.9157645106, propagate_forward_time: 41.8914184570, propagate_backward_time: 66.5589752197, weight_update_time: 0.1429024190, other_time: 2.9770202637
epoch time: 9.9030075073s, input_fired_time: 0.1405810118, output_fired_time: 0.0000000000, propagate_forward_time: 9.2217359543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406904221
validation[          , genome  5307] predictions:    9697/  10000 (96.97%), best:    9701/10000 (97.01%), error:      1012.82599, best error:       964.98053 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.8183670044s, input_fired_time: 1.1366051435, output_fired_time: 0.9726422429, propagate_forward_time: 46.9387054443, propagate_backward_time: 72.5683975220, weight_update_time: 0.1452628225, other_time: 3.2020187378
epoch time: 9.9769020081s, input_fired_time: 0.1383964866, output_fired_time: 0.0000000000, propagate_forward_time: 9.2952260971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432796478
validation[          , genome  5307] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1043.31775, best error:       964.98053 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.6801528931s, input_fired_time: 1.1881587505, output_fired_time: 1.0155704021, propagate_forward_time: 48.9372291565, propagate_backward_time: 73.2312927246, weight_update_time: 0.1688037962, other_time: 3.3079071045
epoch time: 9.1303157806s, input_fired_time: 0.1376659572, output_fired_time: 0.0000000000, propagate_forward_time: 8.4627399445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299100876
validation[          , genome  5307] predictions:    9714/  10000 (97.14%), best:    9701/10000 (97.01%), error:       982.04224, best error:       964.98053 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 113.1608123779s, input_fired_time: 1.0557138920, output_fired_time: 0.9088953733, propagate_forward_time: 41.5918350220, propagate_backward_time: 66.6058120728, weight_update_time: 0.1435763240, other_time: 2.9985504150
epoch time: 10.1148195267s, input_fired_time: 0.1398504227, output_fired_time: 0.0000000000, propagate_forward_time: 9.4346485138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403203964
validation[          , genome  5307] predictions:    9723/  10000 (97.23%), best:    9701/10000 (97.01%), error:       993.32092, best error:       964.98053 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.9709701538s, input_fired_time: 1.0725349188, output_fired_time: 0.9198005795, propagate_forward_time: 42.9451026917, propagate_backward_time: 66.0302047729, weight_update_time: 0.1441876888, other_time: 3.0033340454
epoch time: 9.9542465210s, input_fired_time: 0.1387713104, output_fired_time: 0.0000000000, propagate_forward_time: 9.2827720642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327033997
validation[          , genome  5307] predictions:    9718/  10000 (97.18%), best:    9701/10000 (97.01%), error:       984.53918, best error:       964.98053 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.2501449585s, input_fired_time: 1.1222282648, output_fired_time: 0.9606489539, propagate_forward_time: 47.1690521240, propagate_backward_time: 69.8551712036, weight_update_time: 0.1440057606, other_time: 3.1430435181
epoch time: 11.7964544296s, input_fired_time: 0.1664682478, output_fired_time: 0.0000000000, propagate_forward_time: 10.0831642151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5468215942
validation[          , genome  5307] predictions:    9655/  10000 (96.55%), best:    9701/10000 (97.01%), error:      1161.00793, best error:       964.98053 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 112.8383026123s, input_fired_time: 1.0621463060, output_fired_time: 0.9113613963, propagate_forward_time: 43.4721679688, propagate_backward_time: 64.3091201782, weight_update_time: 0.1455042064, other_time: 3.0835037231
epoch time: 9.8952150345s, input_fired_time: 0.1405776441, output_fired_time: 0.0000000000, propagate_forward_time: 9.2115240097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431137085
validation[          , genome  5307] predictions:    9711/  10000 (97.11%), best:    9701/10000 (97.01%), error:       993.21503, best error:       964.98053 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 126.8247756958s, input_fired_time: 1.1686708927, output_fired_time: 1.0918563604, propagate_forward_time: 47.3573989868, propagate_backward_time: 73.9104537964, weight_update_time: 0.1592293382, other_time: 3.2963943481
epoch time: 9.9200563431s, input_fired_time: 0.1373228580, output_fired_time: 0.0000000000, propagate_forward_time: 9.2503080368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324258804
validation[          , genome  5307] predictions:    9726/  10000 (97.26%), best:    9701/10000 (97.01%), error:       994.13519, best error:       964.98053 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 113.2383499146s, input_fired_time: 1.0618960857, output_fired_time: 0.9116780758, propagate_forward_time: 40.7536163330, propagate_backward_time: 67.5385284424, weight_update_time: 0.1434678137, other_time: 2.9726333618
epoch time: 10.1748313904s, input_fired_time: 0.1417191774, output_fired_time: 0.0000000000, propagate_forward_time: 9.4853096008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478029251
validation[          , genome  5307] predictions:    9702/  10000 (97.02%), best:    9701/10000 (97.01%), error:       999.59363, best error:       964.98053 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 113.3213272095s, input_fired_time: 1.0623306036, output_fired_time: 0.9099178910, propagate_forward_time: 43.3116531372, propagate_backward_time: 65.0243606567, weight_update_time: 0.1429732740, other_time: 3.0130615234
epoch time: 8.7646293640s, input_fired_time: 0.1354960650, output_fired_time: 0.0000000000, propagate_forward_time: 8.1041078568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250253677
validation[          , genome  5307] predictions:    9645/  10000 (96.45%), best:    9701/10000 (97.01%), error:      1140.03967, best error:       964.98053 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.2310485840s, input_fired_time: 1.3185952902, output_fired_time: 1.0945895910, propagate_forward_time: 50.1261978149, propagate_backward_time: 76.3075561523, weight_update_time: 0.1622058451, other_time: 3.3841171265
epoch time: 8.6604900360s, input_fired_time: 0.1346183866, output_fired_time: 0.0000000000, propagate_forward_time: 8.0043201447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215511322
validation[          , genome  5307] predictions:    9704/  10000 (97.04%), best:    9701/10000 (97.01%), error:      1014.41534, best error:       964.98053 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.6559219360s, input_fired_time: 1.0648750067, output_fired_time: 0.9259940982, propagate_forward_time: 44.7924423218, propagate_backward_time: 64.8656921387, weight_update_time: 0.1436002254, other_time: 3.0069198608
epoch time: 8.7550563812s, input_fired_time: 0.1390059441, output_fired_time: 0.0000000000, propagate_forward_time: 8.0828695297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331811905
validation[          , genome  5307] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1124.63232, best error:       964.98053 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 135.6161193848s, input_fired_time: 1.2535232306, output_fired_time: 1.0353546143, propagate_forward_time: 52.9890136719, propagate_backward_time: 76.7936630249, weight_update_time: 0.1945485026, other_time: 3.5445632935
epoch time: 10.1951370239s, input_fired_time: 0.1429140419, output_fired_time: 0.0000000000, propagate_forward_time: 9.4983129501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539102554
validation[          , genome  5307] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1006.37494, best error:       964.98053 on epoch:    44, 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: 46.1236228943s, input_fired_time: 0.6701071262, output_fired_time: 0.0000000000, propagate_forward_time: 42.6443672180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8091468811
best training[          , genome  5307] predictions:   49200/  50000 (98.40%), best:    9701/10000 (97.01%), error:      2831.87793, best error:       964.98053 on epoch:    44, 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: 16.8846607208s, input_fired_time: 0.2405176163, output_fired_time: 0.0000000000, propagate_forward_time: 15.7462396622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8979024887
   testing[          , genome  5307] predictions:    9734/  10000 (97.34%), best:    9701/10000 (97.01%), error:       901.37250, best error:       964.98053 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:20:41 (10292): called boinc_finish(0)

</stderr_txt>
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