Nameexact_genome_1512568488_41_6283_1
Workunit2602715
Created7 Dec 2017, 19:02:46 UTC
Sent7 Dec 2017, 19:06:00 UTC
Report deadline12 Dec 2017, 5:33:58 UTC
Received9 Dec 2017, 4:44:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 34 min 49 sec
CPU time2 hours 30 min 52 sec
Validate stateValid
Credit1,109.02
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.87 MB
Peak swap size156.71 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1102351993, output_fired_time: 0.0000000000, propagate_forward_time: 6.3434262276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966530800
validation[          , genome  6283] predictions:    9532/  10000 (95.32%), best:    9608/10000 (96.08%), error:      1602.53955, best error:      1276.09534 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 82.7654418945s, input_fired_time: 0.8812115192, output_fired_time: 0.9402760863, propagate_forward_time: 30.5044059753, propagate_backward_time: 47.6422653198, weight_update_time: 0.1653230786, other_time: 2.7972831726
epoch time: 6.9868779182s, input_fired_time: 0.1120017692, output_fired_time: 0.0000000000, propagate_forward_time: 6.3854947090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893813133
validation[          , genome  6283] predictions:    9583/  10000 (95.83%), best:    9608/10000 (96.08%), error:      1346.58606, best error:      1276.09534 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 82.8748321533s, input_fired_time: 0.8763051629, output_fired_time: 0.9368913174, propagate_forward_time: 30.7232456207, propagate_backward_time: 47.6282577515, weight_update_time: 0.1636569500, other_time: 2.7101364136
epoch time: 6.9158377647s, input_fired_time: 0.1137433946, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042788506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978156090
validation[          , genome  6283] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1159.90320, best error:      1159.90320 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.9466705322s, input_fired_time: 0.8698167205, output_fired_time: 0.9282167554, propagate_forward_time: 30.3961448669, propagate_backward_time: 47.0333518982, weight_update_time: 0.1643300653, other_time: 2.7191390991
epoch time: 6.7928628922s, input_fired_time: 0.1089015603, output_fired_time: 0.0000000000, propagate_forward_time: 6.1946144104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893469810
validation[          , genome  6283] predictions:    9639/  10000 (96.39%), best:    9646/10000 (96.46%), error:      1225.19897, best error:      1159.90320 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 83.1474914551s, input_fired_time: 0.8780368567, output_fired_time: 0.9352183342, propagate_forward_time: 30.9309024811, propagate_backward_time: 47.6905326843, weight_update_time: 0.1658948213, other_time: 2.7128028870
epoch time: 6.7450680733s, input_fired_time: 0.1073577404, output_fired_time: 0.0000000000, propagate_forward_time: 6.1459894180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917211533
validation[          , genome  6283] predictions:    9602/  10000 (96.02%), best:    9646/10000 (96.46%), error:      1293.84595, best error:      1159.90320 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.8210601807s, input_fired_time: 0.8674431443, output_fired_time: 0.9166339636, propagate_forward_time: 29.8558807373, propagate_backward_time: 46.4641036987, weight_update_time: 0.1612485200, other_time: 2.7169952393
epoch time: 6.7377619743s, input_fired_time: 0.1080124974, output_fired_time: 0.0000000000, propagate_forward_time: 6.1541152000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756340981
validation[          , genome  6283] predictions:    9607/  10000 (96.07%), best:    9646/10000 (96.46%), error:      1342.98755, best error:      1159.90320 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.7997207642s, input_fired_time: 0.8754817247, output_fired_time: 0.9249205589, propagate_forward_time: 30.3134956360, propagate_backward_time: 46.9928359985, weight_update_time: 0.1627905667, other_time: 2.6929893494
epoch time: 6.7964067459s, input_fired_time: 0.1075598449, output_fired_time: 0.0000000000, propagate_forward_time: 6.1966524124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921946526
validation[          , genome  6283] predictions:    9629/  10000 (96.29%), best:    9646/10000 (96.46%), error:      1222.29907, best error:      1159.90320 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.9167556763s, input_fired_time: 0.8833796382, output_fired_time: 0.9398036003, propagate_forward_time: 30.8348731995, propagate_backward_time: 47.5236854553, weight_update_time: 0.1661086082, other_time: 2.7350158691
epoch time: 6.4472045898s, input_fired_time: 0.1066440269, output_fired_time: 0.0000000000, propagate_forward_time: 5.8424038887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981565475
validation[          , genome  6283] predictions:    9599/  10000 (95.99%), best:    9646/10000 (96.46%), error:      1328.74731, best error:      1159.90320 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.9946365356s, input_fired_time: 0.8752128482, output_fired_time: 0.9383523464, propagate_forward_time: 30.2073020935, propagate_backward_time: 47.1861114502, weight_update_time: 0.1657622457, other_time: 2.7876548767
epoch time: 6.9039359093s, input_fired_time: 0.1106587648, output_fired_time: 0.0000000000, propagate_forward_time: 6.2978034019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954738617
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1153.13831, best error:      1153.13831 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 83.1320037842s, input_fired_time: 0.8799151778, output_fired_time: 0.9389154315, propagate_forward_time: 30.8400344849, propagate_backward_time: 47.7355155945, weight_update_time: 0.1649293303, other_time: 2.7376213074
epoch time: 6.5636391640s, input_fired_time: 0.1052483395, output_fired_time: 0.0000000000, propagate_forward_time: 5.9820775986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763131142
validation[          , genome  6283] predictions:    9589/  10000 (95.89%), best:    9660/10000 (96.60%), error:      1329.75562, best error:      1153.13831 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.6977691650s, input_fired_time: 0.8845891356, output_fired_time: 0.9412430525, propagate_forward_time: 30.5041561127, propagate_backward_time: 47.5453758240, weight_update_time: 0.1652682424, other_time: 2.8223991394
epoch time: 6.5997657776s, input_fired_time: 0.1060285568, output_fired_time: 0.0000000000, propagate_forward_time: 6.0092349052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845023155
validation[          , genome  6283] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1297.49170, best error:      1153.13831 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 83.3918991089s, input_fired_time: 0.8805999160, output_fired_time: 0.9459601641, propagate_forward_time: 30.9516296387, propagate_backward_time: 47.8577308655, weight_update_time: 0.1672226787, other_time: 2.7559776306
epoch time: 6.6712799072s, input_fired_time: 0.1105824709, output_fired_time: 0.0000000000, propagate_forward_time: 6.0481061935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125913620
validation[          , genome  6283] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1274.74646, best error:      1153.13831 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.4342575073s, input_fired_time: 0.8690885305, output_fired_time: 0.9228294492, propagate_forward_time: 30.1610374451, propagate_backward_time: 46.7573738098, weight_update_time: 0.1650087833, other_time: 2.7239303589
epoch time: 6.7216773033s, input_fired_time: 0.1092479378, output_fired_time: 0.0000000000, propagate_forward_time: 6.1240458488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883832932
validation[          , genome  6283] predictions:    9591/  10000 (95.91%), best:    9660/10000 (96.60%), error:      1353.23486, best error:      1153.13831 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 82.7457275391s, input_fired_time: 0.8842020035, output_fired_time: 0.9438754916, propagate_forward_time: 30.6032161713, propagate_backward_time: 47.5180664063, weight_update_time: 0.1668446511, other_time: 2.7963638306
epoch time: 6.6917285919s, input_fired_time: 0.1084793359, output_fired_time: 0.0000000000, propagate_forward_time: 6.0882802010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949688911
validation[          , genome  6283] predictions:    9644/  10000 (96.44%), best:    9660/10000 (96.60%), error:      1180.49084, best error:      1153.13831 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 83.6316223145s, input_fired_time: 0.8902056813, output_fired_time: 0.9521006942, propagate_forward_time: 31.1181545258, propagate_backward_time: 47.9294433594, weight_update_time: 0.1671704948, other_time: 2.7417144775
epoch time: 6.7176189423s, input_fired_time: 0.1067743599, output_fired_time: 0.0000000000, propagate_forward_time: 6.1360940933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747505188
validation[          , genome  6283] predictions:    9653/  10000 (96.53%), best:    9660/10000 (96.60%), error:      1197.91626, best error:      1153.13831 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 83.7474441528s, input_fired_time: 0.8835763931, output_fired_time: 0.9461606145, propagate_forward_time: 31.1148185730, propagate_backward_time: 48.0831909180, weight_update_time: 0.1664850265, other_time: 2.7196998596
epoch time: 6.7538485527s, input_fired_time: 0.1072113588, output_fired_time: 0.0000000000, propagate_forward_time: 6.1579318047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887051582
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9660/10000 (96.60%), error:      1210.96777, best error:      1153.13831 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.0770263672s, input_fired_time: 0.8688131571, output_fired_time: 0.9320976138, propagate_forward_time: 29.6561203003, propagate_backward_time: 46.8652038574, weight_update_time: 0.1631515473, other_time: 2.7547912598
epoch time: 6.6955809593s, input_fired_time: 0.1106726155, output_fired_time: 0.0000000000, propagate_forward_time: 6.0899701118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949383736
validation[          , genome  6283] predictions:    9580/  10000 (95.80%), best:    9660/10000 (96.60%), error:      1336.77344, best error:      1153.13831 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.0863342285s, input_fired_time: 0.8769743443, output_fired_time: 0.9350830317, propagate_forward_time: 30.3906822205, propagate_backward_time: 47.1847801208, weight_update_time: 0.1640108824, other_time: 2.6988143921
epoch time: 6.6192951202s, input_fired_time: 0.1083914340, output_fired_time: 0.0000000000, propagate_forward_time: 6.0288734436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820303917
validation[          , genome  6283] predictions:    9572/  10000 (95.72%), best:    9660/10000 (96.60%), error:      1406.41809, best error:      1153.13831 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 82.5830993652s, input_fired_time: 0.8902406096, output_fired_time: 0.9436786175, propagate_forward_time: 30.5186405182, propagate_backward_time: 47.4590988159, weight_update_time: 0.1654409468, other_time: 2.7714385986
epoch time: 7.1386327744s, input_fired_time: 0.1110506505, output_fired_time: 0.0000000000, propagate_forward_time: 6.5186338425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089483261
validation[          , genome  6283] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1278.83838, best error:      1153.13831 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.0460281372s, input_fired_time: 0.8711136580, output_fired_time: 0.9269616604, propagate_forward_time: 29.8646221161, propagate_backward_time: 46.6329803467, weight_update_time: 0.1634060740, other_time: 2.7503433228
epoch time: 6.7890057564s, input_fired_time: 0.1095416471, output_fired_time: 0.0000000000, propagate_forward_time: 6.2024421692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770221710
validation[          , genome  6283] predictions:    9585/  10000 (95.85%), best:    9660/10000 (96.60%), error:      1386.69189, best error:      1153.13831 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.8990173340s, input_fired_time: 0.8801389933, output_fired_time: 0.9353755116, propagate_forward_time: 30.7748241425, propagate_backward_time: 47.5969467163, weight_update_time: 0.1652026027, other_time: 2.7117233276
epoch time: 6.8125367165s, input_fired_time: 0.1089189798, output_fired_time: 0.0000000000, propagate_forward_time: 6.2136335373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899840355
validation[          , genome  6283] predictions:    9620/  10000 (96.20%), best:    9660/10000 (96.60%), error:      1231.94153, best error:      1153.13831 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 83.1193389893s, input_fired_time: 0.8845212460, output_fired_time: 0.9467306733, propagate_forward_time: 30.8044128418, propagate_backward_time: 47.7380981445, weight_update_time: 0.1664639413, other_time: 2.7455749512
epoch time: 7.0176525116s, input_fired_time: 0.1122231483, output_fired_time: 0.0000000000, propagate_forward_time: 6.4048452377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005841255
validation[          , genome  6283] predictions:    9640/  10000 (96.40%), best:    9660/10000 (96.60%), error:      1194.10938, best error:      1153.13831 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 83.2590255737s, input_fired_time: 0.8978306651, output_fired_time: 0.9551880360, propagate_forward_time: 30.5823154449, propagate_backward_time: 48.0042190552, weight_update_time: 0.1699099839, other_time: 2.8194808960
epoch time: 6.7793488503s, input_fired_time: 0.1091323495, output_fired_time: 0.0000000000, propagate_forward_time: 6.1783208847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918956757
validation[          , genome  6283] predictions:    9618/  10000 (96.18%), best:    9660/10000 (96.60%), error:      1263.51392, best error:      1153.13831 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.8924636841s, input_fired_time: 0.8830711842, output_fired_time: 0.9280688763, propagate_forward_time: 30.1659145355, propagate_backward_time: 47.0844726563, weight_update_time: 0.1650258303, other_time: 2.8309326172
epoch time: 6.8774809837s, input_fired_time: 0.1099424362, output_fired_time: 0.0000000000, propagate_forward_time: 6.2717461586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957923889
validation[          , genome  6283] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1124.47827, best error:      1124.47827 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 82.7158203125s, input_fired_time: 0.8837830424, output_fired_time: 0.9363404512, propagate_forward_time: 30.5528354645, propagate_backward_time: 47.5450286865, weight_update_time: 0.1667709351, other_time: 2.7978363037
epoch time: 7.0438084602s, input_fired_time: 0.1150600165, output_fired_time: 0.0000000000, propagate_forward_time: 6.4286766052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000720024
validation[          , genome  6283] predictions:    9579/  10000 (95.79%), best:    9658/10000 (96.58%), error:      1405.31384, best error:      1124.47827 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 83.7174911499s, input_fired_time: 0.9000526071, output_fired_time: 0.9473736882, propagate_forward_time: 31.1376667023, propagate_backward_time: 47.9848403931, weight_update_time: 0.1677868217, other_time: 2.7475585938
epoch time: 6.7533507347s, input_fired_time: 0.1098120660, output_fired_time: 0.0000000000, propagate_forward_time: 6.1540651321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894733429
validation[          , genome  6283] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1142.56946, best error:      1124.47827 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.8811950684s, input_fired_time: 0.8808215857, output_fired_time: 0.9307343960, propagate_forward_time: 30.1362895966, propagate_backward_time: 47.1375694275, weight_update_time: 0.1647986323, other_time: 2.7957801819
epoch time: 6.6388087273s, input_fired_time: 0.1085610241, output_fired_time: 0.0000000000, propagate_forward_time: 6.0464539528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837937355
validation[          , genome  6283] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1100.93945, best error:      1100.93945 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 82.8703231812s, input_fired_time: 0.8846368790, output_fired_time: 0.9376667738, propagate_forward_time: 30.7365646362, propagate_backward_time: 47.5878715515, weight_update_time: 0.1642858535, other_time: 2.7235832214
epoch time: 6.8683362007s, input_fired_time: 0.1104155332, output_fired_time: 0.0000000000, propagate_forward_time: 6.2638134956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941072464
validation[          , genome  6283] predictions:    9632/  10000 (96.32%), best:    9668/10000 (96.68%), error:      1188.58411, best error:      1100.93945 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 82.8283615112s, input_fired_time: 0.8846169114, output_fired_time: 0.9356554747, propagate_forward_time: 30.7287216187, propagate_backward_time: 47.5505867004, weight_update_time: 0.1639408171, other_time: 2.7287788391
epoch time: 6.7915210724s, input_fired_time: 0.1085645929, output_fired_time: 0.0000000000, propagate_forward_time: 6.2076945305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752621651
validation[          , genome  6283] predictions:    9688/  10000 (96.88%), best:    9668/10000 (96.68%), error:      1107.18713, best error:      1100.93945 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.6543884277s, input_fired_time: 0.8839237094, output_fired_time: 0.9292790890, propagate_forward_time: 29.4928016663, propagate_backward_time: 46.5742988586, weight_update_time: 0.1623808146, other_time: 2.7740859985
epoch time: 6.8144016266s, input_fired_time: 0.1098977476, output_fired_time: 0.0000000000, propagate_forward_time: 6.2097907066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947133064
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9668/10000 (96.68%), error:      1127.60120, best error:      1100.93945 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 83.3420715332s, input_fired_time: 0.8892951012, output_fired_time: 0.9428427815, propagate_forward_time: 30.9632759094, propagate_backward_time: 47.8140563965, weight_update_time: 0.1681386232, other_time: 2.7326011658
epoch time: 6.7733364105s, input_fired_time: 0.1107190326, output_fired_time: 0.0000000000, propagate_forward_time: 6.1796221733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829950333
validation[          , genome  6283] predictions:    9615/  10000 (96.15%), best:    9668/10000 (96.68%), error:      1275.81689, best error:      1100.93945 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.6092987061s, input_fired_time: 0.8941334486, output_fired_time: 0.9373777509, propagate_forward_time: 29.8237991333, propagate_backward_time: 47.0785369873, weight_update_time: 0.1672720909, other_time: 2.8754501343
epoch time: 6.0866923332s, input_fired_time: 0.1078861803, output_fired_time: 0.0000000000, propagate_forward_time: 5.4483151436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304908752
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1144.29333, best error:      1100.93945 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.6884994507s, input_fired_time: 0.8762515783, output_fired_time: 0.9199656844, propagate_forward_time: 30.2332420349, propagate_backward_time: 46.9573478699, weight_update_time: 0.1618430167, other_time: 2.7016906738
epoch time: 6.7101812363s, input_fired_time: 0.1103115007, output_fired_time: 0.0000000000, propagate_forward_time: 6.1045823097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952874184
validation[          , genome  6283] predictions:    9670/  10000 (96.70%), best:    9668/10000 (96.68%), error:      1134.22375, best error:      1100.93945 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 82.1869583130s, input_fired_time: 0.8820896745, output_fired_time: 0.9307330847, propagate_forward_time: 30.4731216431, propagate_backward_time: 47.1763114929, weight_update_time: 0.1643809974, other_time: 2.7247047424
epoch time: 6.7321910858s, input_fired_time: 0.1092983484, output_fired_time: 0.0000000000, propagate_forward_time: 6.1363043785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865884781
validation[          , genome  6283] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1208.95251, best error:      1100.93945 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 83.2876739502s, input_fired_time: 0.8911442757, output_fired_time: 0.9431666732, propagate_forward_time: 30.9767799377, propagate_backward_time: 47.7593612671, weight_update_time: 0.1664028764, other_time: 2.7172203064
epoch time: 6.7085919380s, input_fired_time: 0.1083039492, output_fired_time: 0.0000000000, propagate_forward_time: 6.1202673912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800205231
validation[          , genome  6283] predictions:    9669/  10000 (96.69%), best:    9668/10000 (96.68%), error:      1142.07910, best error:      1100.93945 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 82.2498703003s, input_fired_time: 0.8904368281, output_fired_time: 0.9342213869, propagate_forward_time: 30.3996429443, propagate_backward_time: 47.2648582458, weight_update_time: 0.1666416079, other_time: 2.7607154846
epoch time: 6.7090802193s, input_fired_time: 0.1096094176, output_fired_time: 0.0000000000, propagate_forward_time: 6.1109104156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885601997
validation[          , genome  6283] predictions:    9639/  10000 (96.39%), best:    9668/10000 (96.68%), error:      1200.42761, best error:      1100.93945 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.6393661499s, input_fired_time: 0.8932299614, output_fired_time: 0.9418233037, propagate_forward_time: 30.3887748718, propagate_backward_time: 47.5737342834, weight_update_time: 0.1655574143, other_time: 2.8418045044
epoch time: 6.9892139435s, input_fired_time: 0.1143843234, output_fired_time: 0.0000000000, propagate_forward_time: 6.3760423660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987874031
validation[          , genome  6283] predictions:    9663/  10000 (96.63%), best:    9668/10000 (96.68%), error:      1160.46667, best error:      1100.93945 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 83.0162963867s, input_fired_time: 0.8932045698, output_fired_time: 0.9393870831, propagate_forward_time: 30.7709827423, propagate_backward_time: 47.6502761841, weight_update_time: 0.1664822996, other_time: 2.7624511719
epoch time: 7.1213979721s, input_fired_time: 0.1149502620, output_fired_time: 0.0000000000, propagate_forward_time: 6.4982547760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081930161
validation[          , genome  6283] predictions:    9664/  10000 (96.64%), best:    9668/10000 (96.68%), error:      1113.65161, best error:      1100.93945 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.4698257446s, input_fired_time: 0.8928104043, output_fired_time: 0.9467853308, propagate_forward_time: 30.9746742249, propagate_backward_time: 47.9166374207, weight_update_time: 0.1664344817, other_time: 2.7389221191
epoch time: 6.9861326218s, input_fired_time: 0.1150703505, output_fired_time: 0.0000000000, propagate_forward_time: 6.3754220009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956402779
validation[          , genome  6283] predictions:    9619/  10000 (96.19%), best:    9668/10000 (96.68%), error:      1251.68347, best error:      1100.93945 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 82.8196182251s, input_fired_time: 0.8878505826, output_fired_time: 0.9413146973, propagate_forward_time: 30.6567134857, propagate_backward_time: 47.5677833557, weight_update_time: 0.1665451080, other_time: 2.7659568787
epoch time: 6.5906200409s, input_fired_time: 0.1083820313, output_fired_time: 0.0000000000, propagate_forward_time: 5.9928259850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894118309
validation[          , genome  6283] predictions:    9661/  10000 (96.61%), best:    9668/10000 (96.68%), error:      1159.92053, best error:      1100.93945 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.9405212402s, input_fired_time: 0.8873023987, output_fired_time: 0.9256467819, propagate_forward_time: 30.3598346710, propagate_backward_time: 47.0549697876, weight_update_time: 0.1659074575, other_time: 2.7127761841
epoch time: 6.8687858582s, input_fired_time: 0.1121700257, output_fired_time: 0.0000000000, propagate_forward_time: 6.2708659172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857497215
validation[          , genome  6283] predictions:    9637/  10000 (96.37%), best:    9668/10000 (96.68%), error:      1211.64087, best error:      1100.93945 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 82.3650360107s, input_fired_time: 0.8861989379, output_fired_time: 0.9301848412, propagate_forward_time: 30.4708290100, propagate_backward_time: 47.3482589722, weight_update_time: 0.1647955477, other_time: 2.7295646667
epoch time: 6.7948756218s, input_fired_time: 0.1101901159, output_fired_time: 0.0000000000, propagate_forward_time: 6.1917099953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929757118
validation[          , genome  6283] predictions:    9685/  10000 (96.85%), best:    9668/10000 (96.68%), error:      1105.51868, best error:      1100.93945 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.9375686646s, input_fired_time: 0.8899594545, output_fired_time: 0.9342370629, propagate_forward_time: 30.1803379059, propagate_backward_time: 47.1196708679, weight_update_time: 0.1652548760, other_time: 2.8133659363
epoch time: 6.7810130119s, input_fired_time: 0.1127372980, output_fired_time: 0.0000000000, propagate_forward_time: 6.1750707626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932050705
validation[          , genome  6283] predictions:    9644/  10000 (96.44%), best:    9668/10000 (96.68%), error:      1197.92773, best error:      1100.93945 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.7136535645s, input_fired_time: 0.9009659290, output_fired_time: 0.9425161481, propagate_forward_time: 31.0817432404, propagate_backward_time: 48.0282669067, weight_update_time: 0.1676589102, other_time: 2.7601699829
epoch time: 6.8441224098s, input_fired_time: 0.1139125302, output_fired_time: 0.0000000000, propagate_forward_time: 6.2405414581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896683693
validation[          , genome  6283] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1070.34717, best error:      1070.34717 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 83.0162734985s, input_fired_time: 0.8949347734, output_fired_time: 0.9394270182, propagate_forward_time: 30.7440662384, propagate_backward_time: 47.6670150757, weight_update_time: 0.1652601659, other_time: 2.7708282471
epoch time: 6.9103999138s, input_fired_time: 0.1122727320, output_fired_time: 0.0000000000, propagate_forward_time: 6.3080830574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900441170
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9692/10000 (96.92%), error:      1147.11011, best error:      1070.34717 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 83.0910797119s, input_fired_time: 0.9011788368, output_fired_time: 0.9416707158, propagate_forward_time: 30.8076248169, propagate_backward_time: 47.6758003235, weight_update_time: 0.1666786373, other_time: 2.7648048401
epoch time: 6.7255697250s, input_fired_time: 0.1091639698, output_fired_time: 0.0000000000, propagate_forward_time: 6.1323294640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840764999
validation[          , genome  6283] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1061.83569, best error:      1061.83569 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 82.8614425659s, input_fired_time: 0.8938753605, output_fired_time: 0.9403262734, propagate_forward_time: 30.7664642334, propagate_backward_time: 47.5216178894, weight_update_time: 0.1652971953, other_time: 2.7391624451
epoch time: 6.7941136360s, input_fired_time: 0.1108631790, output_fired_time: 0.0000000000, propagate_forward_time: 6.2004413605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828090668
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9676/10000 (96.76%), error:      1078.16150, best error:      1061.83569 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 82.4199523926s, input_fired_time: 0.8888689280, output_fired_time: 0.9356422424, propagate_forward_time: 30.4679336548, propagate_backward_time: 47.4029693604, weight_update_time: 0.1664576828, other_time: 2.7245407104
epoch time: 6.4897160530s, input_fired_time: 0.1073956415, output_fired_time: 0.0000000000, propagate_forward_time: 5.8994302750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828901291
validation[          , genome  6283] predictions:    9663/  10000 (96.63%), best:    9676/10000 (96.76%), error:      1139.62329, best error:      1061.83569 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.3193817139s, input_fired_time: 0.8972787261, output_fired_time: 0.9301406145, propagate_forward_time: 30.5307025909, propagate_backward_time: 47.2190322876, weight_update_time: 0.1653806418, other_time: 2.7422332764
epoch time: 6.7894825935s, input_fired_time: 0.1120022163, output_fired_time: 0.0000000000, propagate_forward_time: 6.1871757507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903044701
validation[          , genome  6283] predictions:    9688/  10000 (96.88%), best:    9676/10000 (96.76%), error:      1067.96350, best error:      1061.83569 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 82.9462509155s, input_fired_time: 0.9013475776, output_fired_time: 0.9353272319, propagate_forward_time: 30.8253746033, propagate_backward_time: 47.5438423157, weight_update_time: 0.1658846438, other_time: 2.7403640747
epoch time: 6.8444995880s, input_fired_time: 0.1122740433, output_fired_time: 0.0000000000, propagate_forward_time: 6.2550740242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771513939
validation[          , genome  6283] predictions:    9670/  10000 (96.70%), best:    9676/10000 (96.76%), error:      1125.08630, best error:      1061.83569 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.2678756714s, input_fired_time: 0.8921679854, output_fired_time: 0.9361591339, propagate_forward_time: 30.3607234955, propagate_backward_time: 47.2843856812, weight_update_time: 0.1658872664, other_time: 2.7944412231
epoch time: 6.6902074814s, input_fired_time: 0.1109042764, output_fired_time: 0.0000000000, propagate_forward_time: 6.0867242813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925789833
validation[          , genome  6283] predictions:    9662/  10000 (96.62%), best:    9676/10000 (96.76%), error:      1169.68616, best error:      1061.83569 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.6520233154s, input_fired_time: 0.8853990436, output_fired_time: 0.9242736697, propagate_forward_time: 30.1878414154, propagate_backward_time: 46.9125022888, weight_update_time: 0.1630503535, other_time: 2.7420082092
epoch time: 6.6881918907s, input_fired_time: 0.1112689152, output_fired_time: 0.0000000000, propagate_forward_time: 6.0865187645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904041290
validation[          , genome  6283] predictions:    9646/  10000 (96.46%), best:    9676/10000 (96.76%), error:      1185.07837, best error:      1061.83569 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 83.9807128906s, input_fired_time: 0.9065629840, output_fired_time: 0.9452196956, propagate_forward_time: 31.1876049042, propagate_backward_time: 48.1559524536, weight_update_time: 0.1681944281, other_time: 2.7853698730
epoch time: 6.6935887337s, input_fired_time: 0.1110595688, output_fired_time: 0.0000000000, propagate_forward_time: 6.0977544785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847745895
validation[          , genome  6283] predictions:    9659/  10000 (96.59%), best:    9676/10000 (96.76%), error:      1127.91235, best error:      1061.83569 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.0177993774s, input_fired_time: 0.8968746066, output_fired_time: 0.9407750964, propagate_forward_time: 30.7684688568, propagate_backward_time: 47.6796836853, weight_update_time: 0.1644617170, other_time: 2.7319984436
epoch time: 7.0260477066s, input_fired_time: 0.1160687655, output_fired_time: 0.0000000000, propagate_forward_time: 6.4079194069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020594597
validation[          , genome  6283] predictions:    9655/  10000 (96.55%), best:    9676/10000 (96.76%), error:      1159.99158, best error:      1061.83569 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.6463165283s, input_fired_time: 0.8910074830, output_fired_time: 0.9288883805, propagate_forward_time: 30.2160511017, propagate_backward_time: 46.8824806213, weight_update_time: 0.1635882556, other_time: 2.7278938293
epoch time: 6.5041761398s, input_fired_time: 0.1137978435, output_fired_time: 0.0000000000, propagate_forward_time: 5.8906974792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996809959
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1158.98145, best error:      1061.83569 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.0826034546s, input_fired_time: 0.8986561894, output_fired_time: 0.9425809383, propagate_forward_time: 30.7668781281, propagate_backward_time: 47.7221374512, weight_update_time: 0.1656042784, other_time: 2.7523498535
epoch time: 6.9165458679s, input_fired_time: 0.1167342812, output_fired_time: 0.0000000000, propagate_forward_time: 6.2940878868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057234764
validation[          , genome  6283] predictions:    9621/  10000 (96.21%), best:    9676/10000 (96.76%), error:      1225.81360, best error:      1061.83569 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 82.9314041138s, input_fired_time: 0.9026539922, output_fired_time: 0.9439153671, propagate_forward_time: 30.6924915314, propagate_backward_time: 47.6328239441, weight_update_time: 0.1670222878, other_time: 2.7595176697
epoch time: 6.8152709007s, input_fired_time: 0.1141392514, output_fired_time: 0.0000000000, propagate_forward_time: 6.2069625854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941692352
validation[          , genome  6283] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1198.46326, best error:      1061.83569 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 83.1026229858s, input_fired_time: 0.8950903416, output_fired_time: 0.9413896203, propagate_forward_time: 30.8797206879, propagate_backward_time: 47.6737709045, weight_update_time: 0.1647393405, other_time: 2.7126502991
epoch time: 6.7123126984s, input_fired_time: 0.1102945209, output_fired_time: 0.0000000000, propagate_forward_time: 6.1119132042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901051521
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9676/10000 (96.76%), error:      1102.15955, best error:      1061.83569 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 82.4749679565s, input_fired_time: 0.8980123401, output_fired_time: 0.9378070831, propagate_forward_time: 30.4569778442, propagate_backward_time: 47.3944244385, weight_update_time: 0.1664067656, other_time: 2.7877502441
epoch time: 6.7459883690s, input_fired_time: 0.1114081740, output_fired_time: 0.0000000000, propagate_forward_time: 6.1449804306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895997047
validation[          , genome  6283] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1043.92505, best error:      1043.92505 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 83.2084426880s, input_fired_time: 0.9133526683, output_fired_time: 0.9452873468, propagate_forward_time: 30.7095184326, propagate_backward_time: 47.8113594055, weight_update_time: 0.1683738083, other_time: 2.8289222717
epoch time: 6.8129949570s, input_fired_time: 0.1125186905, output_fired_time: 0.0000000000, propagate_forward_time: 6.2109651566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895110130
validation[          , genome  6283] predictions:    9601/  10000 (96.01%), best:    9687/10000 (96.87%), error:      1312.65601, best error:      1043.92505 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 82.3929214478s, input_fired_time: 0.8958995938, output_fired_time: 0.9345634580, propagate_forward_time: 30.4207706451, propagate_backward_time: 47.3530120850, weight_update_time: 0.1668843627, other_time: 2.7886810303
epoch time: 6.8089017868s, input_fired_time: 0.1139370948, output_fired_time: 0.0000000000, propagate_forward_time: 6.1776695251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172953606
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:      1060.84216, best error:      1043.92505 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 83.6970825195s, input_fired_time: 0.9072247744, output_fired_time: 0.9471361041, propagate_forward_time: 31.1187648773, propagate_backward_time: 47.9736518860, weight_update_time: 0.1668545753, other_time: 2.7503013611
epoch time: 6.7009825706s, input_fired_time: 0.1117259637, output_fired_time: 0.0000000000, propagate_forward_time: 6.1000585556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891982079
validation[          , genome  6283] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1094.13843, best error:      1043.92505 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 82.8019943237s, input_fired_time: 0.9039501548, output_fired_time: 0.9368215203, propagate_forward_time: 30.6201877594, propagate_backward_time: 47.5677070618, weight_update_time: 0.1660078317, other_time: 2.7733268738
epoch time: 6.8941531181s, input_fired_time: 0.1159647778, output_fired_time: 0.0000000000, propagate_forward_time: 6.2875604630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906277657
validation[          , genome  6283] predictions:    9381/  10000 (93.81%), best:    9687/10000 (96.87%), error:      2050.36841, best error:      1043.92505 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 82.8786697388s, input_fired_time: 0.9092301726, output_fired_time: 0.9436327219, propagate_forward_time: 30.6559181213, propagate_backward_time: 47.5529937744, weight_update_time: 0.1689057946, other_time: 2.8168907166
epoch time: 6.8980035782s, input_fired_time: 0.1144740283, output_fired_time: 0.0000000000, propagate_forward_time: 6.2975473404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859824181
validation[          , genome  6283] predictions:    9626/  10000 (96.26%), best:    9687/10000 (96.87%), error:      1234.86511, best error:      1043.92505 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 82.9048004150s, input_fired_time: 0.9071142673, output_fired_time: 0.9404903650, propagate_forward_time: 30.7454242706, propagate_backward_time: 47.5307769775, weight_update_time: 0.1683019847, other_time: 2.7809982300
epoch time: 6.7064990997s, input_fired_time: 0.1131336614, output_fired_time: 0.0000000000, propagate_forward_time: 6.0774750710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158905983
validation[          , genome  6283] predictions:    9655/  10000 (96.55%), best:    9687/10000 (96.87%), error:      1118.47058, best error:      1043.92505 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 83.8695220947s, input_fired_time: 0.9202293754, output_fired_time: 0.9503358006, propagate_forward_time: 31.0109748840, propagate_backward_time: 48.1998062134, weight_update_time: 0.1664095521, other_time: 2.7881813049
epoch time: 5.9596304893s, input_fired_time: 0.1085199341, output_fired_time: 0.0000000000, propagate_forward_time: 5.2893233299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617871284
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:      1045.83618, best error:      1043.92505 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.9455337524s, input_fired_time: 0.8954455853, output_fired_time: 0.9312685728, propagate_forward_time: 30.2138576508, propagate_backward_time: 47.1015090942, weight_update_time: 0.1660501659, other_time: 2.8034515381
epoch time: 6.7543911934s, input_fired_time: 0.1130404249, output_fired_time: 0.0000000000, propagate_forward_time: 6.1485009193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928498268
validation[          , genome  6283] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1033.82922, best error:      1033.82922 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.1745605469s, input_fired_time: 0.8971986771, output_fired_time: 0.9365181923, propagate_forward_time: 29.6801757813, propagate_backward_time: 46.7343406677, weight_update_time: 0.1672645211, other_time: 2.9263267517
epoch time: 6.7607154846s, input_fired_time: 0.1128935292, output_fired_time: 0.0000000000, propagate_forward_time: 6.1538429260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939789772
validation[          , genome  6283] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1168.93726, best error:      1033.82922 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 82.9960021973s, input_fired_time: 0.9101158977, output_fired_time: 0.9380779266, propagate_forward_time: 30.7763385773, propagate_backward_time: 47.5837898254, weight_update_time: 0.1691517532, other_time: 2.7876777649
epoch time: 6.8414583206s, input_fired_time: 0.1143459529, output_fired_time: 0.0000000000, propagate_forward_time: 6.2284188271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986934662
validation[          , genome  6283] predictions:    9619/  10000 (96.19%), best:    9704/10000 (97.04%), error:      1256.38696, best error:      1033.82922 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 82.6259613037s, input_fired_time: 0.9044750929, output_fired_time: 0.9336860180, propagate_forward_time: 30.5398311615, propagate_backward_time: 47.4386978149, weight_update_time: 0.1655851007, other_time: 2.8092727661
epoch time: 6.8349885941s, input_fired_time: 0.1155737787, output_fired_time: 0.0000000000, propagate_forward_time: 6.2282810211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911336899
validation[          , genome  6283] predictions:    9651/  10000 (96.51%), best:    9704/10000 (97.04%), error:      1123.71521, best error:      1033.82922 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.6996459961s, input_fired_time: 0.8939901590, output_fired_time: 0.9269233346, propagate_forward_time: 30.2884464264, propagate_backward_time: 46.8920249939, weight_update_time: 0.1629491299, other_time: 2.6982612610
epoch time: 6.8886861801s, input_fired_time: 0.1141914651, output_fired_time: 0.0000000000, propagate_forward_time: 6.2769584656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975361824
validation[          , genome  6283] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1098.45447, best error:      1033.82922 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 83.1659393311s, input_fired_time: 0.9146029949, output_fired_time: 0.9411666989, propagate_forward_time: 30.7853374481, propagate_backward_time: 47.7173271179, weight_update_time: 0.1693138033, other_time: 2.8074989319
epoch time: 6.9437508583s, input_fired_time: 0.1152649149, output_fired_time: 0.0000000000, propagate_forward_time: 6.3341989517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942870140
validation[          , genome  6283] predictions:    9690/  10000 (96.90%), best:    9704/10000 (97.04%), error:      1045.48254, best error:      1033.82922 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 82.8083419800s, input_fired_time: 0.9060494900, output_fired_time: 0.9348734617, propagate_forward_time: 30.7125110626, propagate_backward_time: 47.4933929443, weight_update_time: 0.1679158211, other_time: 2.7615127563
epoch time: 6.7995190620s, input_fired_time: 0.1143825203, output_fired_time: 0.0000000000, propagate_forward_time: 6.1920456886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930906296
validation[          , genome  6283] predictions:    9706/  10000 (97.06%), best:    9704/10000 (97.04%), error:      1049.45459, best error:      1033.82922 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 83.2865219116s, input_fired_time: 0.9113435149, output_fired_time: 0.9419741035, propagate_forward_time: 30.8319129944, propagate_backward_time: 47.8531150818, weight_update_time: 0.1642210633, other_time: 2.7481765747
epoch time: 6.8491635323s, input_fired_time: 0.1119365841, output_fired_time: 0.0000000000, propagate_forward_time: 6.2494015694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878253937
validation[          , genome  6283] predictions:    9648/  10000 (96.48%), best:    9704/10000 (97.04%), error:      1172.30200, best error:      1033.82922 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.8404159546s, input_fired_time: 0.9038223028, output_fired_time: 0.9396731853, propagate_forward_time: 30.6023960114, propagate_backward_time: 47.5784759521, weight_update_time: 0.1659600586, other_time: 2.8160476685
epoch time: 7.2495222092s, input_fired_time: 0.1205396429, output_fired_time: 0.0000000000, propagate_forward_time: 6.6154894829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134930611
validation[          , genome  6283] predictions:    9697/  10000 (96.97%), best:    9704/10000 (97.04%), error:      1055.37683, best error:      1033.82922 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.1959075928s, input_fired_time: 0.9092237949, output_fired_time: 0.9409637451, propagate_forward_time: 30.8817729950, propagate_backward_time: 47.6878166199, weight_update_time: 0.1659778804, other_time: 2.7761268616
epoch time: 6.6180424690s, input_fired_time: 0.1116469800, output_fired_time: 0.0000000000, propagate_forward_time: 6.0041465759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022487640
validation[          , genome  6283] predictions:    9564/  10000 (95.64%), best:    9704/10000 (97.04%), error:      1407.92041, best error:      1033.82922 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.3948059082s, input_fired_time: 0.9125770926, output_fired_time: 0.9375189543, propagate_forward_time: 30.9855422974, propagate_backward_time: 47.8096237183, weight_update_time: 0.1690687388, other_time: 2.7495498657
epoch time: 6.9203600883s, input_fired_time: 0.1129301786, output_fired_time: 0.0000000000, propagate_forward_time: 6.3209505081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864792824
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1049.21313, best error:      1033.82922 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 83.3794250488s, input_fired_time: 0.9083171487, output_fired_time: 0.9446659088, propagate_forward_time: 30.9119529724, propagate_backward_time: 47.8172760010, weight_update_time: 0.1678846478, other_time: 2.7972145081
epoch time: 6.7708182335s, input_fired_time: 0.1131797060, output_fired_time: 0.0000000000, propagate_forward_time: 6.1808357239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768028259
validation[          , genome  6283] predictions:    9641/  10000 (96.41%), best:    9704/10000 (97.04%), error:      1201.63403, best error:      1033.82922 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 82.6805267334s, input_fired_time: 0.9046711922, output_fired_time: 0.9446404576, propagate_forward_time: 30.5503940582, propagate_backward_time: 47.4809532166, weight_update_time: 0.1660529077, other_time: 2.7998695374
epoch time: 6.5886783600s, input_fired_time: 0.1120303422, output_fired_time: 0.0000000000, propagate_forward_time: 5.9792499542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973978996
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1124.79980, best error:      1033.82922 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 83.4368515015s, input_fired_time: 0.9072416425, output_fired_time: 0.9469242692, propagate_forward_time: 30.9159812927, propagate_backward_time: 47.9111289978, weight_update_time: 0.1660689712, other_time: 2.7555770874
epoch time: 6.8038578033s, input_fired_time: 0.1134416386, output_fired_time: 0.0000000000, propagate_forward_time: 6.1983618736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920544624
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1090.28564, best error:      1033.82922 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 82.1649703979s, input_fired_time: 0.9024977684, output_fired_time: 0.9332228303, propagate_forward_time: 30.3216819763, propagate_backward_time: 47.2525100708, weight_update_time: 0.1636511683, other_time: 2.7550621033
epoch time: 6.6061897278s, input_fired_time: 0.1103847623, output_fired_time: 0.0000000000, propagate_forward_time: 6.0143375397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814672470
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1040.02783, best error:      1033.82922 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 83.2523117065s, input_fired_time: 0.9168095589, output_fired_time: 0.9427682757, propagate_forward_time: 30.8984317780, propagate_backward_time: 47.7338676453, weight_update_time: 0.1665844917, other_time: 2.7604331970
epoch time: 6.7227630615s, input_fired_time: 0.1127360091, output_fired_time: 0.0000000000, propagate_forward_time: 6.1238040924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862227440
validation[          , genome  6283] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1245.46350, best error:      1033.82922 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 83.3084716797s, input_fired_time: 0.9058045149, output_fired_time: 0.9441140294, propagate_forward_time: 31.0291709900, propagate_backward_time: 47.6938743591, weight_update_time: 0.1650186926, other_time: 2.7355041504
epoch time: 6.5722365379s, input_fired_time: 0.1113604158, output_fired_time: 0.0000000000, propagate_forward_time: 5.9758505821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850254059
validation[          , genome  6283] predictions:    9673/  10000 (96.73%), best:    9704/10000 (97.04%), error:      1114.93848, best error:      1033.82922 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 83.9355010986s, input_fired_time: 0.9094405770, output_fired_time: 0.9466322660, propagate_forward_time: 31.2954406738, propagate_backward_time: 48.0593223572, weight_update_time: 0.1677360088, other_time: 2.7246665955
epoch time: 7.3657870293s, input_fired_time: 0.1220840141, output_fired_time: 0.0000000000, propagate_forward_time: 6.7219052315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217976570
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1058.94275, best error:      1033.82922 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 83.9446182251s, input_fired_time: 0.9157298207, output_fired_time: 0.9505873919, propagate_forward_time: 31.1697273254, propagate_backward_time: 48.1571960449, weight_update_time: 0.1650660038, other_time: 2.7513771057
epoch time: 6.8081555367s, input_fired_time: 0.1140343621, output_fired_time: 0.0000000000, propagate_forward_time: 6.2088055611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853157997
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1062.04492, best error:      1033.82922 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 83.2916793823s, input_fired_time: 0.9145466089, output_fired_time: 0.9422158003, propagate_forward_time: 30.9681816101, propagate_backward_time: 47.7097167969, weight_update_time: 0.1666175127, other_time: 2.7570228577
epoch time: 6.8818349838s, input_fired_time: 0.1141977757, output_fired_time: 0.0000000000, propagate_forward_time: 6.2791953087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884419441
validation[          , genome  6283] predictions:    9521/  10000 (95.21%), best:    9704/10000 (97.04%), error:      1641.49792, best error:      1033.82922 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 83.6188583374s, input_fired_time: 0.9209596515, output_fired_time: 0.9480018616, propagate_forward_time: 31.0904769897, propagate_backward_time: 47.9336318970, weight_update_time: 0.1656381488, other_time: 2.7257843018
epoch time: 6.8526120186s, input_fired_time: 0.1143361256, output_fired_time: 0.0000000000, propagate_forward_time: 6.2527713776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855046272
validation[          , genome  6283] predictions:    9659/  10000 (96.59%), best:    9704/10000 (97.04%), error:      1071.25098, best error:      1033.82922 on epoch:    80, 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: 34.1404457092s, input_fired_time: 0.5687834620, output_fired_time: 0.0000000000, propagate_forward_time: 31.0170001984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5546627045
best training[          , genome  6283] predictions:   49322/  50000 (98.64%), best:    9704/10000 (97.04%), error:      2525.35693, best error:      1033.82922 on epoch:    80, 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: 6.8471646309s, input_fired_time: 0.1128511503, output_fired_time: 0.0000000000, propagate_forward_time: 6.2378711700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964423180
   testing[          , genome  6283] predictions:    9715/  10000 (97.15%), best:    9704/10000 (97.04%), error:       925.94354, best error:      1033.82922 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:44:21 (3508): called boinc_finish(0)

</stderr_txt>
]]>