Nameexact_genome_1512568488_42_7167_0
Workunit2607044
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:15:31 UTC
Report deadline16 Dec 2017, 4:02:36 UTC
Received8 Dec 2017, 17:27:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time5 hours 23 min 7 sec
CPU time5 hours 18 min 53 sec
Validate stateValid
Credit2,039.43
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.58 MB
Peak swap size156.02 MB
Peak disk usage2.50 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
  981.50012 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 173.1693572998s, input_fired_time: 1.7105576992, output_fired_time: 1.7041952610, propagate_forward_time: 64.9333267212, propagate_backward_time: 101.1503906250, weight_update_time: 0.2407213449, other_time: 3.6708908081
epoch time: 13.9538927078s, input_fired_time: 0.2115894854, output_fired_time: 0.0000000000, propagate_forward_time: 13.0661668777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761360168
validation[          , genome  7167] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1068.43774, best error:       981.50012 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.7584533691s, input_fired_time: 1.7014894485, output_fired_time: 1.7114269733, propagate_forward_time: 65.1507949829, propagate_backward_time: 101.5150604248, weight_update_time: 0.2407444865, other_time: 3.6796798706
epoch time: 13.9286375046s, input_fired_time: 0.2141200155, output_fired_time: 0.0000000000, propagate_forward_time: 13.0308742523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836433411
validation[          , genome  7167] predictions:    9684/  10000 (96.84%), best:    9714/10000 (97.14%), error:      1077.85364, best error:       981.50012 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 172.7181243896s, input_fired_time: 1.7000112534, output_fired_time: 1.6996625662, propagate_forward_time: 64.6017074585, propagate_backward_time: 100.9850540161, weight_update_time: 0.2401443422, other_time: 3.7316894531
epoch time: 14.1389350891s, input_fired_time: 0.2132185102, output_fired_time: 0.0000000000, propagate_forward_time: 13.2570724487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686439514
validation[          , genome  7167] predictions:    9674/  10000 (96.74%), best:    9714/10000 (97.14%), error:      1063.14783, best error:       981.50012 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 173.0949249268s, input_fired_time: 1.7039114237, output_fired_time: 1.6911602020, propagate_forward_time: 64.9528121948, propagate_backward_time: 101.0973358154, weight_update_time: 0.2400891334, other_time: 3.6496963501
epoch time: 13.1342010498s, input_fired_time: 0.2045115680, output_fired_time: 0.0000000000, propagate_forward_time: 12.2670946121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625947952
validation[          , genome  7167] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:       983.05298, best error:       981.50012 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 173.6328125000s, input_fired_time: 1.6995157003, output_fired_time: 1.7043968439, propagate_forward_time: 64.9910888672, propagate_backward_time: 101.5039291382, weight_update_time: 0.2401103228, other_time: 3.7338943481
epoch time: 13.7048301697s, input_fired_time: 0.2100139111, output_fired_time: 0.0000000000, propagate_forward_time: 12.8317537308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630620956
validation[          , genome  7167] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       968.75812, best error:       968.75812 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 173.8838958740s, input_fired_time: 1.6971014738, output_fired_time: 1.7132138014, propagate_forward_time: 65.1471786499, propagate_backward_time: 101.6993560791, weight_update_time: 0.2396345735, other_time: 3.6270523071
epoch time: 14.0149211884s, input_fired_time: 0.2130711228, output_fired_time: 0.0000000000, propagate_forward_time: 13.1317319870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701183319
validation[          , genome  7167] predictions:    9685/  10000 (96.85%), best:    9697/10000 (96.97%), error:      1048.51245, best error:       968.75812 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 173.1679687500s, input_fired_time: 1.6989853382, output_fired_time: 1.7015851736, propagate_forward_time: 64.7743988037, propagate_backward_time: 101.2923660278, weight_update_time: 0.2405530661, other_time: 3.7006301880
epoch time: 14.1253070831s, input_fired_time: 0.2147642821, output_fired_time: 0.0000000000, propagate_forward_time: 13.2442770004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662654877
validation[          , genome  7167] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       930.43640, best error:       930.43640 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 170.8256530762s, input_fired_time: 1.6807463169, output_fired_time: 1.6746029854, propagate_forward_time: 63.9132499695, propagate_backward_time: 99.8845672607, weight_update_time: 0.2385089993, other_time: 3.6724853516
epoch time: 14.1732683182s, input_fired_time: 0.2140893042, output_fired_time: 0.0000000000, propagate_forward_time: 13.3037004471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554784775
validation[          , genome  7167] predictions:    9640/  10000 (96.40%), best:    9731/10000 (97.31%), error:      1101.90491, best error:       930.43640 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 173.8882598877s, input_fired_time: 1.7062786818, output_fired_time: 1.7178865671, propagate_forward_time: 65.0410614014, propagate_backward_time: 101.7411499023, weight_update_time: 0.2396840304, other_time: 3.6818847656
epoch time: 14.1098966599s, input_fired_time: 0.2184367031, output_fired_time: 0.0000000000, propagate_forward_time: 13.2105722427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808881760
validation[          , genome  7167] predictions:    9659/  10000 (96.59%), best:    9731/10000 (97.31%), error:      1077.50537, best error:       930.43640 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 172.8718261719s, input_fired_time: 1.6982364655, output_fired_time: 1.6898338795, propagate_forward_time: 64.6689529419, propagate_backward_time: 101.1950759888, weight_update_time: 0.2388685793, other_time: 3.6197204590
epoch time: 13.7388277054s, input_fired_time: 0.2105864286, output_fired_time: 0.0000000000, propagate_forward_time: 12.8444280624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838130951
validation[          , genome  7167] predictions:    9701/  10000 (97.01%), best:    9731/10000 (97.31%), error:       979.47546, best error:       930.43640 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 175.2645874023s, input_fired_time: 1.7143913507, output_fired_time: 1.7178606987, propagate_forward_time: 65.6406478882, propagate_backward_time: 102.4207916260, weight_update_time: 0.2430479378, other_time: 3.7708969116
epoch time: 13.9729642868s, input_fired_time: 0.2123089433, output_fired_time: 0.0000000000, propagate_forward_time: 13.1082000732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524553299
validation[          , genome  7167] predictions:    9610/  10000 (96.10%), best:    9731/10000 (97.31%), error:      1226.05640, best error:       930.43640 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 173.6779785156s, input_fired_time: 1.7033897638, output_fired_time: 1.7043049335, propagate_forward_time: 65.0938644409, propagate_backward_time: 101.4822616577, weight_update_time: 0.2416634709, other_time: 3.6941680908
epoch time: 14.3634119034s, input_fired_time: 0.2172747552, output_fired_time: 0.0000000000, propagate_forward_time: 13.4904060364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557312012
validation[          , genome  7167] predictions:    9698/  10000 (96.98%), best:    9731/10000 (97.31%), error:       996.86157, best error:       930.43640 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 174.6169738770s, input_fired_time: 1.7076990604, output_fired_time: 1.7148451805, propagate_forward_time: 65.3883285522, propagate_backward_time: 102.1230773926, weight_update_time: 0.2394190431, other_time: 3.6830215454
epoch time: 13.8738183975s, input_fired_time: 0.2134032398, output_fired_time: 0.0000000000, propagate_forward_time: 13.0018863678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585283279
validation[          , genome  7167] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1083.37122, best error:       930.43640 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 175.2115325928s, input_fired_time: 1.7097777128, output_fired_time: 1.7183274031, propagate_forward_time: 65.5310440063, propagate_backward_time: 102.5917053223, weight_update_time: 0.2412038296, other_time: 3.6606826782
epoch time: 13.8826694489s, input_fired_time: 0.2137616426, output_fired_time: 0.0000000000, propagate_forward_time: 12.9872064590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817016602
validation[          , genome  7167] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       915.62384, best error:       915.62384 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.8090667725s, input_fired_time: 1.7112848759, output_fired_time: 1.7161941528, propagate_forward_time: 65.6766586304, propagate_backward_time: 103.0797576904, weight_update_time: 0.2423747629, other_time: 3.6251754761
epoch time: 13.8964490891s, input_fired_time: 0.2133716643, output_fired_time: 0.0000000000, propagate_forward_time: 13.0009069443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821708679
validation[          , genome  7167] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       900.29291, best error:       900.29291 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 173.5760345459s, input_fired_time: 1.7005399466, output_fired_time: 1.6969127655, propagate_forward_time: 64.4793624878, propagate_backward_time: 101.8885803223, weight_update_time: 0.2418204993, other_time: 3.8106307983
epoch time: 13.9612064362s, input_fired_time: 0.2122524083, output_fired_time: 0.0000000000, propagate_forward_time: 13.1143178940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346359253
validation[          , genome  7167] predictions:    9681/  10000 (96.81%), best:    9708/10000 (97.08%), error:      1034.27234, best error:       900.29291 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 176.3967742920s, input_fired_time: 1.7169196606, output_fired_time: 1.7230194807, propagate_forward_time: 65.5976333618, propagate_backward_time: 103.6599731445, weight_update_time: 0.2425047755, other_time: 3.6992263794
epoch time: 13.5846118927s, input_fired_time: 0.2134437859, output_fired_time: 0.0000000000, propagate_forward_time: 12.6883621216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6828060150
validation[          , genome  7167] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:      1012.32410, best error:       900.29291 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 175.3284912109s, input_fired_time: 1.7129659653, output_fired_time: 1.7118406296, propagate_forward_time: 65.3053665161, propagate_backward_time: 102.8192901611, weight_update_time: 0.2422674000, other_time: 3.7790298462
epoch time: 13.9536190033s, input_fired_time: 0.2158625722, output_fired_time: 0.0000000000, propagate_forward_time: 13.0964555740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6413011551
validation[          , genome  7167] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       833.11755, best error:       833.11755 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 176.9667053223s, input_fired_time: 1.7238514423, output_fired_time: 1.7281864882, propagate_forward_time: 66.0236892700, propagate_backward_time: 103.7888946533, weight_update_time: 0.2438715547, other_time: 3.7020950317
epoch time: 13.3708190918s, input_fired_time: 0.2118593156, output_fired_time: 0.0000000000, propagate_forward_time: 12.5376939774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212654114
validation[          , genome  7167] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       915.23346, best error:       833.11755 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 175.8860321045s, input_fired_time: 1.7137573957, output_fired_time: 1.7149966955, propagate_forward_time: 65.5458450317, propagate_backward_time: 103.1912994385, weight_update_time: 0.2415965497, other_time: 3.7201309204
epoch time: 13.6497306824s, input_fired_time: 0.2141831815, output_fired_time: 0.0000000000, propagate_forward_time: 12.7926149368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429328918
validation[          , genome  7167] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:       958.28210, best error:       833.11755 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 176.4290008545s, input_fired_time: 1.7186161280, output_fired_time: 1.7221741676, propagate_forward_time: 65.5492630005, propagate_backward_time: 103.6317214966, weight_update_time: 0.2433066964, other_time: 3.8072357178
epoch time: 14.3508758545s, input_fired_time: 0.2184496522, output_fired_time: 0.0000000000, propagate_forward_time: 13.4812955856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511306763
validation[          , genome  7167] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:      1024.72522, best error:       833.11755 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 176.1504364014s, input_fired_time: 1.7184458971, output_fired_time: 1.7174856663, propagate_forward_time: 65.7271270752, propagate_backward_time: 103.2909698486, weight_update_time: 0.2428074926, other_time: 3.6964111328
epoch time: 13.8352613449s, input_fired_time: 0.2133930027, output_fired_time: 0.0000000000, propagate_forward_time: 12.9718770981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499910355
validation[          , genome  7167] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       912.64703, best error:       833.11755 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 175.3343505859s, input_fired_time: 1.7155231237, output_fired_time: 1.7219762802, propagate_forward_time: 65.2155685425, propagate_backward_time: 102.9637069702, weight_update_time: 0.2398512959, other_time: 3.7175750732
epoch time: 13.9222946167s, input_fired_time: 0.2145550251, output_fired_time: 0.0000000000, propagate_forward_time: 13.0452184677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625213623
validation[          , genome  7167] predictions:    9669/  10000 (96.69%), best:    9730/10000 (97.30%), error:      1040.18835, best error:       833.11755 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 175.8694152832s, input_fired_time: 1.7173447609, output_fired_time: 1.7117379904, propagate_forward_time: 65.3075103760, propagate_backward_time: 103.3364181519, weight_update_time: 0.2437419295, other_time: 3.7964096069
epoch time: 13.8280906677s, input_fired_time: 0.2116180360, output_fired_time: 0.0000000000, propagate_forward_time: 12.9562225342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6602497101
validation[          , genome  7167] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       979.86804, best error:       833.11755 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 175.7640686035s, input_fired_time: 1.7178548574, output_fired_time: 1.7132292986, propagate_forward_time: 65.4812622070, propagate_backward_time: 103.1474685669, weight_update_time: 0.2413934767, other_time: 3.7042617798
epoch time: 13.7934989929s, input_fired_time: 0.2125498056, output_fired_time: 0.0000000000, propagate_forward_time: 12.9431314468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378173828
validation[          , genome  7167] predictions:    9706/  10000 (97.06%), best:    9730/10000 (97.30%), error:       925.08948, best error:       833.11755 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 173.4895019531s, input_fired_time: 1.7017831802, output_fired_time: 1.6820906401, propagate_forward_time: 64.3183898926, propagate_backward_time: 102.0740127563, weight_update_time: 0.2406487316, other_time: 3.7132339478
epoch time: 14.1391868591s, input_fired_time: 0.2168063819, output_fired_time: 0.0000000000, propagate_forward_time: 13.2553367615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670436859
validation[          , genome  7167] predictions:    9724/  10000 (97.24%), best:    9730/10000 (97.30%), error:       900.03589, best error:       833.11755 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 175.9615783691s, input_fired_time: 1.7163299322, output_fired_time: 1.7185568810, propagate_forward_time: 65.3752975464, propagate_backward_time: 103.4451217651, weight_update_time: 0.2421187758, other_time: 3.7062835693
epoch time: 14.1481065750s, input_fired_time: 0.2182715088, output_fired_time: 0.0000000000, propagate_forward_time: 13.2754192352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544160843
validation[          , genome  7167] predictions:    9651/  10000 (96.51%), best:    9730/10000 (97.30%), error:      1077.66052, best error:       833.11755 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 174.6673431396s, input_fired_time: 1.7138422728, output_fired_time: 1.7032952309, propagate_forward_time: 65.1784362793, propagate_backward_time: 102.4411849976, weight_update_time: 0.2401354164, other_time: 3.6305923462
epoch time: 13.3288764954s, input_fired_time: 0.2099786699, output_fired_time: 0.0000000000, propagate_forward_time: 12.4660186768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528787613
validation[          , genome  7167] predictions:    9719/  10000 (97.19%), best:    9730/10000 (97.30%), error:       936.31189, best error:       833.11755 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 173.8451995850s, input_fired_time: 1.7055464983, output_fired_time: 1.6946634054, propagate_forward_time: 64.5415878296, propagate_backward_time: 102.1848373413, weight_update_time: 0.2397511601, other_time: 3.7185668945
epoch time: 14.1499195099s, input_fired_time: 0.2158772945, output_fired_time: 0.0000000000, propagate_forward_time: 13.2882480621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457939148
validation[          , genome  7167] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       909.74811, best error:       833.11755 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 174.2446746826s, input_fired_time: 1.7089458704, output_fired_time: 1.6966140270, propagate_forward_time: 64.6381607056, propagate_backward_time: 102.4978790283, weight_update_time: 0.2404033691, other_time: 3.7030868530
epoch time: 13.7186956406s, input_fired_time: 0.2158701718, output_fired_time: 0.0000000000, propagate_forward_time: 12.8278179169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6750078201
validation[          , genome  7167] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       918.46741, best error:       833.11755 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 174.7962493896s, input_fired_time: 1.7093397379, output_fired_time: 1.6947503090, propagate_forward_time: 64.6976776123, propagate_backward_time: 102.9776153564, weight_update_time: 0.2407565117, other_time: 3.7168731689
epoch time: 13.9694061279s, input_fired_time: 0.2212522626, output_fired_time: 0.0000000000, propagate_forward_time: 13.0849800110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631736755
validation[          , genome  7167] predictions:    9737/  10000 (97.37%), best:    9730/10000 (97.30%), error:       876.40552, best error:       833.11755 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 175.5988159180s, input_fired_time: 1.7203168869, output_fired_time: 1.6984729767, propagate_forward_time: 65.3949356079, propagate_backward_time: 103.0522842407, weight_update_time: 0.2427838892, other_time: 3.7328033447
epoch time: 13.4724340439s, input_fired_time: 0.2095437050, output_fired_time: 0.0000000000, propagate_forward_time: 12.6225833893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403064728
validation[          , genome  7167] predictions:    9732/  10000 (97.32%), best:    9730/10000 (97.30%), error:       887.48706, best error:       833.11755 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 173.0132751465s, input_fired_time: 1.7025264502, output_fired_time: 1.6717863083, propagate_forward_time: 64.2304458618, propagate_backward_time: 101.7759857178, weight_update_time: 0.2398602515, other_time: 3.6325302124
epoch time: 14.1226072311s, input_fired_time: 0.2177973688, output_fired_time: 0.0000000000, propagate_forward_time: 13.2634382248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6413717270
validation[          , genome  7167] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       918.34821, best error:       833.11755 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 173.0523834229s, input_fired_time: 1.7047773600, output_fired_time: 1.6852653027, propagate_forward_time: 64.1599884033, propagate_backward_time: 101.8605117798, weight_update_time: 0.2400235683, other_time: 3.6418380737
epoch time: 14.2626838684s, input_fired_time: 0.2200831473, output_fired_time: 0.0000000000, propagate_forward_time: 13.3647689819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778316498
validation[          , genome  7167] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       921.94769, best error:       833.11755 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.6143798828s, input_fired_time: 1.7377616167, output_fired_time: 1.7148467302, propagate_forward_time: 65.5042953491, propagate_backward_time: 103.9616241455, weight_update_time: 0.2425720543, other_time: 3.6958541870
epoch time: 13.9287900925s, input_fired_time: 0.2187693566, output_fired_time: 0.0000000000, propagate_forward_time: 13.0022182465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078027725
validation[          , genome  7167] predictions:    9644/  10000 (96.44%), best:    9730/10000 (97.30%), error:      1090.61853, best error:       833.11755 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 176.0292663574s, input_fired_time: 1.7254781723, output_fired_time: 1.7185223103, propagate_forward_time: 65.4396743774, propagate_backward_time: 103.4466094971, weight_update_time: 0.2409533262, other_time: 3.6989822388
epoch time: 13.7779598236s, input_fired_time: 0.2151987553, output_fired_time: 0.0000000000, propagate_forward_time: 12.8648633957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978979111
validation[          , genome  7167] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       914.58929, best error:       833.11755 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 175.2025451660s, input_fired_time: 1.7145259380, output_fired_time: 1.7083411217, propagate_forward_time: 64.9855194092, propagate_backward_time: 103.1007308960, weight_update_time: 0.2418280989, other_time: 3.6934280396
epoch time: 13.9191856384s, input_fired_time: 0.2178713828, output_fired_time: 0.0000000000, propagate_forward_time: 13.0125999451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887140274
validation[          , genome  7167] predictions:    9735/  10000 (97.35%), best:    9730/10000 (97.30%), error:       899.66107, best error:       833.11755 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 175.3197021484s, input_fired_time: 1.7323305607, output_fired_time: 1.7133439779, propagate_forward_time: 65.1112823486, propagate_backward_time: 103.0813980103, weight_update_time: 0.2406794429, other_time: 3.6813430786
epoch time: 14.0261993408s, input_fired_time: 0.2192932963, output_fired_time: 0.0000000000, propagate_forward_time: 13.0528316498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7540740967
validation[          , genome  7167] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       829.28082, best error:       829.28082 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 174.8506317139s, input_fired_time: 1.7164397240, output_fired_time: 1.6924213171, propagate_forward_time: 64.6604766846, propagate_backward_time: 103.1083145142, weight_update_time: 0.2400911301, other_time: 3.6729660034
epoch time: 13.7810945511s, input_fired_time: 0.2139259428, output_fired_time: 0.0000000000, propagate_forward_time: 12.9281501770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390180588
validation[          , genome  7167] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       872.37299, best error:       829.28082 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 172.9769744873s, input_fired_time: 1.7030355930, output_fired_time: 1.6774066687, propagate_forward_time: 64.1416625977, propagate_backward_time: 101.7627716064, weight_update_time: 0.2386314124, other_time: 3.6920928955
epoch time: 13.9931955338s, input_fired_time: 0.2193743438, output_fired_time: 0.0000000000, propagate_forward_time: 13.1235904694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6502304077
validation[          , genome  7167] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       927.59601, best error:       829.28082 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 174.7412719727s, input_fired_time: 1.7194038630, output_fired_time: 1.7057960033, propagate_forward_time: 64.7218322754, propagate_backward_time: 102.8308258057, weight_update_time: 0.2411300093, other_time: 3.7634124756
epoch time: 14.0289907455s, input_fired_time: 0.2176999003, output_fired_time: 0.0000000000, propagate_forward_time: 13.0919685364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7193222046
validation[          , genome  7167] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       882.45319, best error:       829.28082 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 175.4280700684s, input_fired_time: 1.7242455482, output_fired_time: 1.7122029066, propagate_forward_time: 65.1023178101, propagate_backward_time: 103.1823654175, weight_update_time: 0.2414501011, other_time: 3.7069396973
epoch time: 13.6893577576s, input_fired_time: 0.2140171975, output_fired_time: 0.0000000000, propagate_forward_time: 12.8075094223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6678314209
validation[          , genome  7167] predictions:    9622/  10000 (96.22%), best:    9748/10000 (97.48%), error:      1244.41821, best error:       829.28082 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.4321899414s, input_fired_time: 1.7279704809, output_fired_time: 1.7103568316, propagate_forward_time: 65.5234451294, propagate_backward_time: 103.7885971069, weight_update_time: 0.2423773855, other_time: 3.6818237305
epoch time: 14.0785865784s, input_fired_time: 0.2205247879, output_fired_time: 0.0000000000, propagate_forward_time: 13.1822967529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757650375
validation[          , genome  7167] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       970.96185, best error:       829.28082 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 174.9195709229s, input_fired_time: 1.7180937529, output_fired_time: 1.6964366436, propagate_forward_time: 64.9159317017, propagate_backward_time: 102.9324569702, weight_update_time: 0.2405930609, other_time: 3.6566467285
epoch time: 14.2735490799s, input_fired_time: 0.2183668762, output_fired_time: 0.0000000000, propagate_forward_time: 13.3971481323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580343246
validation[          , genome  7167] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       895.74915, best error:       829.28082 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 175.7152862549s, input_fired_time: 1.7217986584, output_fired_time: 1.6984326839, propagate_forward_time: 65.0199203491, propagate_backward_time: 103.6075897217, weight_update_time: 0.2414871007, other_time: 3.6675491333
epoch time: 13.1788902283s, input_fired_time: 0.2133791745, output_fired_time: 0.0000000000, propagate_forward_time: 12.2960338593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694774628
validation[          , genome  7167] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       885.79163, best error:       829.28082 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 176.4692077637s, input_fired_time: 1.7244575024, output_fired_time: 1.7124673128, propagate_forward_time: 65.2029724121, propagate_backward_time: 104.1081695557, weight_update_time: 0.2425220907, other_time: 3.7211456299
epoch time: 13.7442483902s, input_fired_time: 0.2157624364, output_fired_time: 0.0000000000, propagate_forward_time: 12.8506727219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778135300
validation[          , genome  7167] predictions:    9667/  10000 (96.67%), best:    9748/10000 (97.48%), error:      1116.44666, best error:       829.28082 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 176.2022094727s, input_fired_time: 1.7325770855, output_fired_time: 1.7070801258, propagate_forward_time: 65.1500167847, propagate_backward_time: 103.8908920288, weight_update_time: 0.2415544540, other_time: 3.7216491699
epoch time: 14.2768955231s, input_fired_time: 0.2203324288, output_fired_time: 0.0000000000, propagate_forward_time: 13.4007387161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558246613
validation[          , genome  7167] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       909.96631, best error:       829.28082 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 174.4426879883s, input_fired_time: 1.7176339626, output_fired_time: 1.6973180771, propagate_forward_time: 64.3153457642, propagate_backward_time: 102.9409790039, weight_update_time: 0.2406375110, other_time: 3.7714157104
epoch time: 13.2164402008s, input_fired_time: 0.2108699679, output_fired_time: 0.0000000000, propagate_forward_time: 12.3798933029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256771088
validation[          , genome  7167] predictions:    9726/  10000 (97.26%), best:    9748/10000 (97.48%), error:       893.30438, best error:       829.28082 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 176.2098846436s, input_fired_time: 1.7295647860, output_fired_time: 1.7103536129, propagate_forward_time: 65.3180770874, propagate_backward_time: 103.7717361450, weight_update_time: 0.2413779050, other_time: 3.6801452637
epoch time: 13.7462644577s, input_fired_time: 0.2162660062, output_fired_time: 0.0000000000, propagate_forward_time: 12.8859376907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440610886
validation[          , genome  7167] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       908.17078, best error:       829.28082 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 172.4225463867s, input_fired_time: 1.7086911201, output_fired_time: 1.6687337160, propagate_forward_time: 63.8952293396, propagate_backward_time: 101.4695739746, weight_update_time: 0.2389120609, other_time: 3.6803131104
epoch time: 13.6529998779s, input_fired_time: 0.2165121287, output_fired_time: 0.0000000000, propagate_forward_time: 12.7911653519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453227997
validation[          , genome  7167] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       978.50665, best error:       829.28082 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 172.5368652344s, input_fired_time: 1.7122414112, output_fired_time: 1.6896381378, propagate_forward_time: 64.0532760620, propagate_backward_time: 101.4308471680, weight_update_time: 0.2376538813, other_time: 3.6508712769
epoch time: 13.8493547440s, input_fired_time: 0.2175049633, output_fired_time: 0.0000000000, propagate_forward_time: 12.9827785492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490716934
validation[          , genome  7167] predictions:    9668/  10000 (96.68%), best:    9748/10000 (97.48%), error:      1098.48718, best error:       829.28082 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 177.2797851563s, input_fired_time: 1.7394299507, output_fired_time: 1.7287125587, propagate_forward_time: 65.7914276123, propagate_backward_time: 104.3454208374, weight_update_time: 0.2432526052, other_time: 3.6747970581
epoch time: 13.9448728561s, input_fired_time: 0.2189888060, output_fired_time: 0.0000000000, propagate_forward_time: 13.0756940842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501903534
validation[          , genome  7167] predictions:    9707/  10000 (97.07%), best:    9748/10000 (97.48%), error:       996.48578, best error:       829.28082 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 175.1745452881s, input_fired_time: 1.7286134958, output_fired_time: 1.7001924515, propagate_forward_time: 65.0439605713, propagate_backward_time: 103.0042953491, weight_update_time: 0.2417996079, other_time: 3.6974868774
epoch time: 13.9350013733s, input_fired_time: 0.2196695507, output_fired_time: 0.0000000000, propagate_forward_time: 13.0401029587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752290726
validation[          , genome  7167] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       879.83215, best error:       829.28082 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 175.5337371826s, input_fired_time: 1.7281031609, output_fired_time: 1.7041362524, propagate_forward_time: 64.7351455688, propagate_backward_time: 103.6249160767, weight_update_time: 0.2415324748, other_time: 3.7414398193
epoch time: 14.1335525513s, input_fired_time: 0.2219462693, output_fired_time: 0.0000000000, propagate_forward_time: 13.2536315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579742432
validation[          , genome  7167] predictions:    9695/  10000 (96.95%), best:    9748/10000 (97.48%), error:      1024.43909, best error:       829.28082 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 176.0539093018s, input_fired_time: 1.7343814373, output_fired_time: 1.7066539526, propagate_forward_time: 65.1732635498, propagate_backward_time: 103.7444763184, weight_update_time: 0.2408657223, other_time: 3.6951446533
epoch time: 14.1783800125s, input_fired_time: 0.2196010351, output_fired_time: 0.0000000000, propagate_forward_time: 13.3113842010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473951340
validation[          , genome  7167] predictions:    9674/  10000 (96.74%), best:    9748/10000 (97.48%), error:      1030.74573, best error:       829.28082 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 175.5666809082s, input_fired_time: 1.7370585203, output_fired_time: 1.7039765120, propagate_forward_time: 65.1895065308, propagate_backward_time: 103.2138824463, weight_update_time: 0.2419011891, other_time: 3.7222518921
epoch time: 13.2617959976s, input_fired_time: 0.2114353925, output_fired_time: 0.0000000000, propagate_forward_time: 12.3993434906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510171890
validation[          , genome  7167] predictions:    9693/  10000 (96.93%), best:    9748/10000 (97.48%), error:      1009.00140, best error:       829.28082 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 174.9161834717s, input_fired_time: 1.7263772488, output_fired_time: 1.7063077688, propagate_forward_time: 64.6749801636, propagate_backward_time: 103.0668487549, weight_update_time: 0.2417297810, other_time: 3.7416610718
epoch time: 14.1682806015s, input_fired_time: 0.2207954675, output_fired_time: 0.0000000000, propagate_forward_time: 13.3066978455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6407871246
validation[          , genome  7167] predictions:    9740/  10000 (97.40%), best:    9748/10000 (97.48%), error:       873.52069, best error:       829.28082 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.7568664551s, input_fired_time: 1.7444188595, output_fired_time: 1.7138628960, propagate_forward_time: 65.9754409790, propagate_backward_time: 104.6360778809, weight_update_time: 0.2448084056, other_time: 3.6870651245
epoch time: 14.2271833420s, input_fired_time: 0.2223380804, output_fired_time: 0.0000000000, propagate_forward_time: 13.3502359390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546096802
validation[          , genome  7167] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       927.90063, best error:       829.28082 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 175.2302856445s, input_fired_time: 1.7351074219, output_fired_time: 1.7107586861, propagate_forward_time: 64.8860397339, propagate_backward_time: 103.1309738159, weight_update_time: 0.2427573055, other_time: 3.7674102783
epoch time: 12.8054256439s, input_fired_time: 0.2073643655, output_fired_time: 0.0000000000, propagate_forward_time: 11.9665899277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314716339
validation[          , genome  7167] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       925.31995, best error:       829.28082 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 175.6627349854s, input_fired_time: 1.7354242802, output_fired_time: 1.7017440796, propagate_forward_time: 65.0884094238, propagate_backward_time: 103.4813461304, weight_update_time: 0.2426576614, other_time: 3.6557998657
epoch time: 14.1406288147s, input_fired_time: 0.2227107435, output_fired_time: 0.0000000000, propagate_forward_time: 13.2590761185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588420868
validation[          , genome  7167] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       968.54578, best error:       829.28082 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 174.7607574463s, input_fired_time: 1.7312048674, output_fired_time: 1.6909384727, propagate_forward_time: 64.8395690918, propagate_backward_time: 102.8158111572, weight_update_time: 0.2406278253, other_time: 3.6832427979
epoch time: 14.2195558548s, input_fired_time: 0.2227102369, output_fired_time: 0.0000000000, propagate_forward_time: 13.3199043274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769409180
validation[          , genome  7167] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       878.37653, best error:       829.28082 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 177.8577270508s, input_fired_time: 1.7401068211, output_fired_time: 1.7268477678, propagate_forward_time: 65.7991333008, propagate_backward_time: 104.8927688599, weight_update_time: 0.2431616187, other_time: 3.6988601685
epoch time: 14.1777744293s, input_fired_time: 0.2213274539, output_fired_time: 0.0000000000, propagate_forward_time: 13.2982788086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581678391
validation[          , genome  7167] predictions:    9680/  10000 (96.80%), best:    9748/10000 (97.48%), error:      1040.01489, best error:       829.28082 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 175.7330780029s, input_fired_time: 1.7367962599, output_fired_time: 1.7115606070, propagate_forward_time: 65.2194595337, propagate_backward_time: 103.3901519775, weight_update_time: 0.2418823689, other_time: 3.6751022339
epoch time: 13.6113605499s, input_fired_time: 0.2168989331, output_fired_time: 0.0000000000, propagate_forward_time: 12.7575807571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368808746
validation[          , genome  7167] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       949.67218, best error:       829.28082 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 176.4738769531s, input_fired_time: 1.7405358553, output_fired_time: 1.7116931677, propagate_forward_time: 65.3377532959, propagate_backward_time: 104.0258712769, weight_update_time: 0.2422835976, other_time: 3.6580123901
epoch time: 13.5237569809s, input_fired_time: 0.2168861032, output_fired_time: 0.0000000000, propagate_forward_time: 12.6580858231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487846375
validation[          , genome  7167] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       897.10181, best error:       829.28082 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 176.6248931885s, input_fired_time: 1.7419344187, output_fired_time: 1.7040030956, propagate_forward_time: 65.4230499268, propagate_backward_time: 104.0909423828, weight_update_time: 0.2427741587, other_time: 3.6649627686
epoch time: 14.3132247925s, input_fired_time: 0.2237837017, output_fired_time: 0.0000000000, propagate_forward_time: 13.4499387741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395025253
validation[          , genome  7167] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:       958.55444, best error:       829.28082 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 177.4114532471s, input_fired_time: 1.7484377623, output_fired_time: 1.7223827839, propagate_forward_time: 65.7120590210, propagate_backward_time: 104.5164337158, weight_update_time: 0.2428811640, other_time: 3.7121353149
epoch time: 14.2113847733s, input_fired_time: 0.2238722593, output_fired_time: 0.0000000000, propagate_forward_time: 13.3307609558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567516327
validation[          , genome  7167] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       951.29053, best error:       829.28082 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 174.8632812500s, input_fired_time: 1.7372434139, output_fired_time: 1.6950663328, propagate_forward_time: 64.7081222534, propagate_backward_time: 103.0203552246, weight_update_time: 0.2414760143, other_time: 3.7024917603
epoch time: 14.2426376343s, input_fired_time: 0.2227735519, output_fired_time: 0.0000000000, propagate_forward_time: 13.3634510040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564130783
validation[          , genome  7167] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       873.25867, best error:       829.28082 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 171.1615905762s, input_fired_time: 1.7142646313, output_fired_time: 1.6706792116, propagate_forward_time: 63.2960739136, propagate_backward_time: 100.8214111328, weight_update_time: 0.2382625937, other_time: 3.6591567993
epoch time: 14.2751884460s, input_fired_time: 0.2231460959, output_fired_time: 0.0000000000, propagate_forward_time: 13.3704338074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816082001
validation[          , genome  7167] predictions:    9707/  10000 (97.07%), best:    9748/10000 (97.48%), error:       996.95056, best error:       829.28082 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 175.0222625732s, input_fired_time: 1.7371737957, output_fired_time: 1.7029166222, propagate_forward_time: 64.5886459351, propagate_backward_time: 103.2360992432, weight_update_time: 0.2420589328, other_time: 3.7574386597
epoch time: 14.1113128662s, input_fired_time: 0.2229720503, output_fired_time: 0.0000000000, propagate_forward_time: 13.2293844223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589565277
validation[          , genome  7167] predictions:    9721/  10000 (97.21%), best:    9748/10000 (97.48%), error:       909.69116, best error:       829.28082 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 173.0491943359s, input_fired_time: 1.7265787125, output_fired_time: 1.6812313795, propagate_forward_time: 63.9917564392, propagate_backward_time: 101.9199066162, weight_update_time: 0.2403925061, other_time: 3.7297210693
epoch time: 14.0649013519s, input_fired_time: 0.2211039811, output_fired_time: 0.0000000000, propagate_forward_time: 13.1965341568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472635269
validation[          , genome  7167] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:       951.79608, best error:       829.28082 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 177.4116363525s, input_fired_time: 1.7518433332, output_fired_time: 1.7288221121, propagate_forward_time: 65.7805480957, propagate_backward_time: 104.4229965210, weight_update_time: 0.2436860502, other_time: 3.7274246216
epoch time: 14.0301513672s, input_fired_time: 0.2231845111, output_fired_time: 0.0000000000, propagate_forward_time: 13.0403289795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7666378021
validation[          , genome  7167] predictions:    9761/  10000 (97.61%), best:    9748/10000 (97.48%), error:       850.70697, best error:       829.28082 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 176.2682647705s, input_fired_time: 1.7410176992, output_fired_time: 1.7094956636, propagate_forward_time: 65.2998580933, propagate_backward_time: 103.8553771973, weight_update_time: 0.2427743226, other_time: 3.6625137329
epoch time: 14.2966804504s, input_fired_time: 0.2232197076, output_fired_time: 0.0000000000, propagate_forward_time: 13.4048357010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686248779
validation[          , genome  7167] predictions:    9653/  10000 (96.53%), best:    9748/10000 (97.48%), error:      1131.59863, best error:       829.28082 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 174.2955474854s, input_fired_time: 1.7321492434, output_fired_time: 1.6869848967, propagate_forward_time: 64.5386199951, propagate_backward_time: 102.6973342896, weight_update_time: 0.2421168089, other_time: 3.6404647827
epoch time: 13.7872419357s, input_fired_time: 0.2201637179, output_fired_time: 0.0000000000, propagate_forward_time: 12.9144430161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526355743
validation[          , genome  7167] predictions:    9561/  10000 (95.61%), best:    9748/10000 (97.48%), error:      1522.20605, best error:       829.28082 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 175.0964508057s, input_fired_time: 1.7365413904, output_fired_time: 1.6949175596, propagate_forward_time: 64.8500747681, propagate_backward_time: 103.0655212402, weight_update_time: 0.2418843359, other_time: 3.7493972778
epoch time: 13.4719419479s, input_fired_time: 0.2183201462, output_fired_time: 0.0000000000, propagate_forward_time: 12.6019697189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516523361
validation[          , genome  7167] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       956.07422, best error:       829.28082 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 177.1571350098s, input_fired_time: 1.7562761307, output_fired_time: 1.7172622681, propagate_forward_time: 65.5652999878, propagate_backward_time: 104.4130477905, weight_update_time: 0.2460186481, other_time: 3.7052459717
epoch time: 14.3768072128s, input_fired_time: 0.2260075361, output_fired_time: 0.0000000000, propagate_forward_time: 13.4863986969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644010544
validation[          , genome  7167] predictions:    9665/  10000 (96.65%), best:    9748/10000 (97.48%), error:      1081.20483, best error:       829.28082 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 174.0509948730s, input_fired_time: 1.7329158783, output_fired_time: 1.6862519979, propagate_forward_time: 64.2535324097, propagate_backward_time: 102.6193084717, weight_update_time: 0.2420585901, other_time: 3.7589950562
epoch time: 14.0619316101s, input_fired_time: 0.2216231078, output_fired_time: 0.0000000000, propagate_forward_time: 13.1766853333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636228561
validation[          , genome  7167] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:      1005.58429, best error:       829.28082 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.9471893311s, input_fired_time: 1.7303266525, output_fired_time: 1.6905267239, propagate_forward_time: 64.3467941284, propagate_backward_time: 102.4925537109, weight_update_time: 0.2416889369, other_time: 3.6869888306
epoch time: 14.1180753708s, input_fired_time: 0.2244804949, output_fired_time: 0.0000000000, propagate_forward_time: 13.2504034042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431913376
validation[          , genome  7167] predictions:    9728/  10000 (97.28%), best:    9748/10000 (97.48%), error:       914.01422, best error:       829.28082 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 174.8507537842s, input_fired_time: 1.7408436537, output_fired_time: 1.7037131786, propagate_forward_time: 64.2931213379, propagate_backward_time: 103.3210220337, weight_update_time: 0.2426311225, other_time: 3.7920455933
epoch time: 13.9123716354s, input_fired_time: 0.2226831466, output_fired_time: 0.0000000000, propagate_forward_time: 13.0326480865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570405960
validation[          , genome  7167] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       971.01196, best error:       829.28082 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 173.1695709229s, input_fired_time: 1.7319984436, output_fired_time: 1.6824703217, propagate_forward_time: 64.1964569092, propagate_backward_time: 101.9052810669, weight_update_time: 0.2408307940, other_time: 3.6533737183
epoch time: 13.7198457718s, input_fired_time: 0.2189011574, output_fired_time: 0.0000000000, propagate_forward_time: 12.8640804291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368637085
validation[          , genome  7167] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       939.17712, best error:       829.28082 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 175.1544494629s, input_fired_time: 1.7522124052, output_fired_time: 1.7052209377, propagate_forward_time: 64.9474182129, propagate_backward_time: 103.0700988770, weight_update_time: 0.2427316159, other_time: 3.6795043945
epoch time: 13.9847297668s, input_fired_time: 0.2219886482, output_fired_time: 0.0000000000, propagate_forward_time: 13.1169128418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458282471
validation[          , genome  7167] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       908.62335, best error:       829.28082 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 173.3716125488s, input_fired_time: 1.7282035351, output_fired_time: 1.6763347387, propagate_forward_time: 64.1279525757, propagate_backward_time: 102.1462173462, weight_update_time: 0.2416677177, other_time: 3.6929016113
epoch time: 14.0113143921s, input_fired_time: 0.2224409729, output_fired_time: 0.0000000000, propagate_forward_time: 13.1272726059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616010666
validation[          , genome  7167] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       924.11780, best error:       829.28082 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 177.2520446777s, input_fired_time: 1.7536319494, output_fired_time: 1.7161084414, propagate_forward_time: 65.5180358887, propagate_backward_time: 104.5517730713, weight_update_time: 0.2448006570, other_time: 3.7124938965
epoch time: 14.2025413513s, input_fired_time: 0.2242279500, output_fired_time: 0.0000000000, propagate_forward_time: 13.3226299286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556835175
validation[          , genome  7167] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       954.43451, best error:       829.28082 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.7884063721s, input_fired_time: 1.7581820488, output_fired_time: 1.7133711576, propagate_forward_time: 65.6506500244, propagate_backward_time: 103.9308319092, weight_update_time: 0.2446457595, other_time: 3.7353820801
epoch time: 14.1774911880s, input_fired_time: 0.2241973281, output_fired_time: 0.0000000000, propagate_forward_time: 13.2957582474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575355530
validation[          , genome  7167] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       887.93530, best error:       829.28082 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.0612182617s, input_fired_time: 1.7576391697, output_fired_time: 1.7252454758, propagate_forward_time: 65.6423492432, propagate_backward_time: 104.2823638916, weight_update_time: 0.2459800541, other_time: 3.6536102295
epoch time: 14.0355710983s, input_fired_time: 0.2236091495, output_fired_time: 0.0000000000, propagate_forward_time: 13.1596279144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523342133
validation[          , genome  7167] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       911.65820, best error:       829.28082 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 178.2609405518s, input_fired_time: 1.7545506954, output_fired_time: 1.7282093763, propagate_forward_time: 65.8301849365, propagate_backward_time: 105.2237625122, weight_update_time: 0.2473722696, other_time: 3.7242355347
epoch time: 13.9064826965s, input_fired_time: 0.2194932401, output_fired_time: 0.0000000000, propagate_forward_time: 13.0174226761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6695671082
validation[          , genome  7167] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:      1017.11279, best error:       829.28082 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 174.3216552734s, input_fired_time: 1.7373007536, output_fired_time: 1.6960201263, propagate_forward_time: 64.4434051514, propagate_backward_time: 102.7698974609, weight_update_time: 0.2436935008, other_time: 3.6750335693
epoch time: 14.1548643112s, input_fired_time: 0.2272950411, output_fired_time: 0.0000000000, propagate_forward_time: 13.2527580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748113632
validation[          , genome  7167] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       927.21655, best error:       829.28082 on epoch:    52, 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: 69.4161300659s, input_fired_time: 1.0890856981, output_fired_time: 0.0000000000, propagate_forward_time: 65.0036849976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3233566284
best training[          , genome  7167] predictions:   49466/  50000 (98.93%), best:    9748/10000 (97.48%), error:      1887.29919, best error:       829.28082 on epoch:    52, 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: 14.1692762375s, input_fired_time: 0.2189861983, output_fired_time: 0.0000000000, propagate_forward_time: 13.3005046844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497850418
   testing[          , genome  7167] predictions:    9778/  10000 (97.78%), best:    9748/10000 (97.48%), error:       764.92084, best error:       829.28082 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:27:00 (920): called boinc_finish(0)

</stderr_txt>
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