Nameexact_genome_1512568488_42_4073_0
Workunit2591550
Created7 Dec 2017, 8:05:02 UTC
Sent7 Dec 2017, 8:15:59 UTC
Report deadline10 Dec 2017, 7:16:29 UTC
Received7 Dec 2017, 10:05:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 49 min 5 sec
CPU time1 hours 44 min 40 sec
Validate stateValid
Credit740.68
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.27 MB
Peak swap size153.68 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0641040802, output_fired_time: 0.0000000000, propagate_forward_time: 4.2439255714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369263649
validation[          , genome  4073] predictions:    9534/  10000 (95.34%), best:    9570/10000 (95.70%), error:      1534.08032, best error:      1421.71741 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.9293937683s, input_fired_time: 0.5116791725, output_fired_time: 0.5188122392, propagate_forward_time: 21.0881233215, propagate_backward_time: 32.4200286865, weight_update_time: 0.1423068494, other_time: 2.3907470703
epoch time: 4.6795282364s, input_fired_time: 0.0639794171, output_fired_time: 0.0000000000, propagate_forward_time: 4.1951684952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203801155
validation[          , genome  4073] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1345.22217, best error:      1345.22217 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.1125297546s, input_fired_time: 0.5135743022, output_fired_time: 0.5182307959, propagate_forward_time: 21.1206207275, propagate_backward_time: 32.5536689758, weight_update_time: 0.1434971839, other_time: 2.4064369202
epoch time: 4.8546600342s, input_fired_time: 0.0659213066, output_fired_time: 0.0000000000, propagate_forward_time: 4.3555536270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331851006
validation[          , genome  4073] predictions:    9559/  10000 (95.59%), best:    9608/10000 (96.08%), error:      1458.01526, best error:      1345.22217 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.0158271790s, input_fired_time: 0.5095318556, output_fired_time: 0.5165393353, propagate_forward_time: 21.1155281067, propagate_backward_time: 32.4690666199, weight_update_time: 0.1443114579, other_time: 2.4051589966
epoch time: 4.7698693275s, input_fired_time: 0.0651368871, output_fired_time: 0.0000000000, propagate_forward_time: 4.2740445137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306879044
validation[          , genome  4073] predictions:    9586/  10000 (95.86%), best:    9608/10000 (96.08%), error:      1439.98792, best error:      1345.22217 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.4173088074s, input_fired_time: 0.5121503472, output_fired_time: 0.5178347826, propagate_forward_time: 21.2651329041, propagate_backward_time: 32.7240486145, weight_update_time: 0.1434397995, other_time: 2.3981437683
epoch time: 4.7825388908s, input_fired_time: 0.0653372258, output_fired_time: 0.0000000000, propagate_forward_time: 4.2838292122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333724976
validation[          , genome  4073] predictions:    9580/  10000 (95.80%), best:    9608/10000 (96.08%), error:      1406.17053, best error:      1345.22217 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 57.1205024719s, input_fired_time: 0.5122877955, output_fired_time: 0.5158668160, propagate_forward_time: 21.0569267273, propagate_backward_time: 32.6236724854, weight_update_time: 0.1420085430, other_time: 2.4117507935
epoch time: 4.7597618103s, input_fired_time: 0.0649450123, output_fired_time: 0.0000000000, propagate_forward_time: 4.2577285767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370880127
validation[          , genome  4073] predictions:    9589/  10000 (95.89%), best:    9608/10000 (96.08%), error:      1401.26001, best error:      1345.22217 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.2300148010s, input_fired_time: 0.5123940706, output_fired_time: 0.5212083459, propagate_forward_time: 21.2701969147, propagate_backward_time: 32.5371818542, weight_update_time: 0.1415824294, other_time: 2.3890342712
epoch time: 4.8487834930s, input_fired_time: 0.0648359209, output_fired_time: 0.0000000000, propagate_forward_time: 4.3535466194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304008484
validation[          , genome  4073] predictions:    9581/  10000 (95.81%), best:    9608/10000 (96.08%), error:      1437.19727, best error:      1345.22217 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.2538223267s, input_fired_time: 0.5140247345, output_fired_time: 0.5140187740, propagate_forward_time: 21.2251472473, propagate_backward_time: 32.6014595032, weight_update_time: 0.1422266364, other_time: 2.3991737366
epoch time: 4.7707614899s, input_fired_time: 0.0657735243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2719244957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330635071
validation[          , genome  4073] predictions:    9582/  10000 (95.82%), best:    9608/10000 (96.08%), error:      1458.75134, best error:      1345.22217 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.8854331970s, input_fired_time: 0.5122776628, output_fired_time: 0.5175567269, propagate_forward_time: 21.0296974182, propagate_backward_time: 32.4390907288, weight_update_time: 0.1417962015, other_time: 2.3868103027
epoch time: 4.7777066231s, input_fired_time: 0.0654779151, output_fired_time: 0.0000000000, propagate_forward_time: 4.2829546928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292740822
validation[          , genome  4073] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1319.53711, best error:      1319.53711 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 57.3888130188s, input_fired_time: 0.5153226852, output_fired_time: 0.5212828517, propagate_forward_time: 21.2917575836, propagate_backward_time: 32.6440200806, weight_update_time: 0.1445790231, other_time: 2.4164276123
epoch time: 4.8192400932s, input_fired_time: 0.0660775900, output_fired_time: 0.0000000000, propagate_forward_time: 4.3194313049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337310791
validation[          , genome  4073] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1305.74963, best error:      1305.74963 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.4338264465s, input_fired_time: 0.5165199041, output_fired_time: 0.5191410780, propagate_forward_time: 21.2970600128, propagate_backward_time: 32.6977119446, weight_update_time: 0.1409212798, other_time: 2.4033927917
epoch time: 4.7859306335s, input_fired_time: 0.0639709458, output_fired_time: 0.0000000000, propagate_forward_time: 4.2935376167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284219742
validation[          , genome  4073] predictions:    9552/  10000 (95.52%), best:    9613/10000 (96.13%), error:      1401.85901, best error:      1305.74963 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.0464515686s, input_fired_time: 0.5155055523, output_fired_time: 0.5213113427, propagate_forward_time: 21.1826534271, propagate_backward_time: 32.4261550903, weight_update_time: 0.1407236904, other_time: 2.4008255005
epoch time: 4.6988635063s, input_fired_time: 0.0631892607, output_fired_time: 0.0000000000, propagate_forward_time: 4.2084422112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272322655
validation[          , genome  4073] predictions:    9591/  10000 (95.91%), best:    9613/10000 (96.13%), error:      1396.74512, best error:      1305.74963 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.3168945313s, input_fired_time: 0.5139026642, output_fired_time: 0.5195425749, propagate_forward_time: 21.2572975159, propagate_backward_time: 32.6411018372, weight_update_time: 0.1424479038, other_time: 2.3850517273
epoch time: 4.7496767044s, input_fired_time: 0.0670302585, output_fired_time: 0.0000000000, propagate_forward_time: 4.2462129593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364333153
validation[          , genome  4073] predictions:    9577/  10000 (95.77%), best:    9613/10000 (96.13%), error:      1369.11511, best error:      1305.74963 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.8716163635s, input_fired_time: 0.5131605268, output_fired_time: 0.5199914575, propagate_forward_time: 21.0855751038, propagate_backward_time: 32.3652038574, weight_update_time: 0.1411118954, other_time: 2.3876838684
epoch time: 4.6875905991s, input_fired_time: 0.0654761419, output_fired_time: 0.0000000000, propagate_forward_time: 4.1904649734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316496849
validation[          , genome  4073] predictions:    9575/  10000 (95.75%), best:    9613/10000 (96.13%), error:      1401.64587, best error:      1305.74963 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.8809204102s, input_fired_time: 0.5112956762, output_fired_time: 0.5181576610, propagate_forward_time: 21.0775070190, propagate_backward_time: 32.3814811707, weight_update_time: 0.1428891420, other_time: 2.3924789429
epoch time: 4.5716381073s, input_fired_time: 0.0647023842, output_fired_time: 0.0000000000, propagate_forward_time: 4.0810260773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259095192
validation[          , genome  4073] predictions:    9585/  10000 (95.85%), best:    9613/10000 (96.13%), error:      1455.19092, best error:      1305.74963 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.1502418518s, input_fired_time: 0.5075763464, output_fired_time: 0.5108758211, propagate_forward_time: 20.7303028107, propagate_backward_time: 32.0130538940, weight_update_time: 0.1411301047, other_time: 2.3884353638
epoch time: 4.6627178192s, input_fired_time: 0.0640346110, output_fired_time: 0.0000000000, propagate_forward_time: 4.1690917015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295916557
validation[          , genome  4073] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1299.25513, best error:      1299.25513 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.1891555786s, input_fired_time: 0.5151932836, output_fired_time: 0.5185620785, propagate_forward_time: 21.1809825897, propagate_backward_time: 32.5717163086, weight_update_time: 0.1421900839, other_time: 2.4027023315
epoch time: 4.6241087914s, input_fired_time: 0.0647206530, output_fired_time: 0.0000000000, propagate_forward_time: 4.1325111389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268770218
validation[          , genome  4073] predictions:    9593/  10000 (95.93%), best:    9612/10000 (96.12%), error:      1363.36182, best error:      1299.25513 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.2659225464s, input_fired_time: 0.5132943988, output_fired_time: 0.5215402246, propagate_forward_time: 21.1914863586, propagate_backward_time: 32.6426811218, weight_update_time: 0.1428575218, other_time: 2.3969192505
epoch time: 4.8262915611s, input_fired_time: 0.0662098303, output_fired_time: 0.0000000000, propagate_forward_time: 4.3317294121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283523560
validation[          , genome  4073] predictions:    9592/  10000 (95.92%), best:    9612/10000 (96.12%), error:      1336.92651, best error:      1299.25513 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.4889793396s, input_fired_time: 0.5150027871, output_fired_time: 0.5214538574, propagate_forward_time: 21.3285446167, propagate_backward_time: 32.7304344177, weight_update_time: 0.1440265477, other_time: 2.3935432434
epoch time: 4.6361112595s, input_fired_time: 0.0634821281, output_fired_time: 0.0000000000, propagate_forward_time: 4.1474003792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252285957
validation[          , genome  4073] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1280.26477, best error:      1280.26477 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 57.1788978577s, input_fired_time: 0.5176831484, output_fired_time: 0.5192863345, propagate_forward_time: 21.1755409241, propagate_backward_time: 32.5671005249, weight_update_time: 0.1412811130, other_time: 2.3992843628
epoch time: 4.6965975761s, input_fired_time: 0.0662244856, output_fired_time: 0.0000000000, propagate_forward_time: 4.1838645935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465084076
validation[          , genome  4073] predictions:    9597/  10000 (95.97%), best:    9609/10000 (96.09%), error:      1319.68469, best error:      1280.26477 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.5616188049s, input_fired_time: 0.5181767344, output_fired_time: 0.5224645734, propagate_forward_time: 21.3540287018, propagate_backward_time: 32.7535362244, weight_update_time: 0.1432573050, other_time: 2.4134101868
epoch time: 4.7953119278s, input_fired_time: 0.0673009455, output_fired_time: 0.0000000000, propagate_forward_time: 4.2913756371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366354942
validation[          , genome  4073] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1275.79395, best error:      1275.79395 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.3312950134s, input_fired_time: 0.5105113387, output_fired_time: 0.5077484846, propagate_forward_time: 20.8193206787, propagate_backward_time: 32.1089096069, weight_update_time: 0.1414025724, other_time: 2.3848075867
epoch time: 4.5415644646s, input_fired_time: 0.0635823309, output_fired_time: 0.0000000000, propagate_forward_time: 4.0636577606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143242836
validation[          , genome  4073] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1260.34692, best error:      1260.34692 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.5911903381s, input_fired_time: 0.5136697292, output_fired_time: 0.5119003057, propagate_forward_time: 20.9343528748, propagate_backward_time: 32.2512779236, weight_update_time: 0.1426607668, other_time: 2.3799896240
epoch time: 4.6617808342s, input_fired_time: 0.0657503828, output_fired_time: 0.0000000000, propagate_forward_time: 4.1685128212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275174141
validation[          , genome  4073] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1252.18420, best error:      1252.18420 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.0156860352s, input_fired_time: 0.5170007348, output_fired_time: 0.5123325586, propagate_forward_time: 21.1378040314, propagate_backward_time: 32.4519653320, weight_update_time: 0.1428458691, other_time: 2.3965835571
epoch time: 4.5820355415s, input_fired_time: 0.0644250736, output_fired_time: 0.0000000000, propagate_forward_time: 4.0786876678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389228821
validation[          , genome  4073] predictions:    9590/  10000 (95.90%), best:    9623/10000 (96.23%), error:      1307.30896, best error:      1252.18420 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.2733345032s, input_fired_time: 0.5163834095, output_fired_time: 0.5174408555, propagate_forward_time: 21.1865215302, propagate_backward_time: 32.6491966248, weight_update_time: 0.1427217573, other_time: 2.4037895203
epoch time: 4.7045602798s, input_fired_time: 0.0649276227, output_fired_time: 0.0000000000, propagate_forward_time: 4.2108035088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288291931
validation[          , genome  4073] predictions:    9610/  10000 (96.10%), best:    9623/10000 (96.23%), error:      1280.26001, best error:      1252.18420 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.3272590637s, input_fired_time: 0.5203485489, output_fired_time: 0.5217230916, propagate_forward_time: 21.3063678741, propagate_backward_time: 32.5752525330, weight_update_time: 0.1436458975, other_time: 2.4035682678
epoch time: 4.6256456375s, input_fired_time: 0.0651293471, output_fired_time: 0.0000000000, propagate_forward_time: 4.1254158020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351005554
validation[          , genome  4073] predictions:    9577/  10000 (95.77%), best:    9623/10000 (96.23%), error:      1358.13635, best error:      1252.18420 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 57.5433502197s, input_fired_time: 0.5190191865, output_fired_time: 0.5180596709, propagate_forward_time: 21.3248653412, propagate_backward_time: 32.7887687683, weight_update_time: 0.1427123845, other_time: 2.3926353455
epoch time: 4.7172985077s, input_fired_time: 0.0657735243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2196636200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318614006
validation[          , genome  4073] predictions:    9583/  10000 (95.83%), best:    9623/10000 (96.23%), error:      1439.39563, best error:      1252.18420 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.2672348022s, input_fired_time: 0.5186358094, output_fired_time: 0.5192890763, propagate_forward_time: 21.1606807709, propagate_backward_time: 32.6591224670, weight_update_time: 0.1435385644, other_time: 2.4095039368
epoch time: 4.7235579491s, input_fired_time: 0.0654605404, output_fired_time: 0.0000000000, propagate_forward_time: 4.2324795723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256176949
validation[          , genome  4073] predictions:    9622/  10000 (96.22%), best:    9623/10000 (96.23%), error:      1282.79675, best error:      1252.18420 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.9493598938s, input_fired_time: 0.5115109086, output_fired_time: 0.5061676502, propagate_forward_time: 20.6779270172, propagate_backward_time: 31.9000949860, weight_update_time: 0.1419506371, other_time: 2.3536586761
epoch time: 4.8150706291s, input_fired_time: 0.0662337765, output_fired_time: 0.0000000000, propagate_forward_time: 4.3169841766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318528175
validation[          , genome  4073] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1224.41174, best error:      1224.41174 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.0328369141s, input_fired_time: 0.5183331370, output_fired_time: 0.5150663257, propagate_forward_time: 21.0357112885, propagate_backward_time: 32.5762214661, weight_update_time: 0.1399735361, other_time: 2.3875007629
epoch time: 4.5915913582s, input_fired_time: 0.0651854128, output_fired_time: 0.0000000000, propagate_forward_time: 4.1004977226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259080887
validation[          , genome  4073] predictions:    9609/  10000 (96.09%), best:    9635/10000 (96.35%), error:      1250.63000, best error:      1224.41174 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.1648788452s, input_fired_time: 0.5202969909, output_fired_time: 0.5166434050, propagate_forward_time: 21.1713390350, propagate_backward_time: 32.5636177063, weight_update_time: 0.1415468305, other_time: 2.3929786682
epoch time: 4.5959568024s, input_fired_time: 0.0648061261, output_fired_time: 0.0000000000, propagate_forward_time: 4.1084928513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226579666
validation[          , genome  4073] predictions:    9629/  10000 (96.29%), best:    9635/10000 (96.35%), error:      1254.89417, best error:      1224.41174 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.0326499939s, input_fired_time: 0.5215566754, output_fired_time: 0.5162958503, propagate_forward_time: 21.0000381470, propagate_backward_time: 32.6047401428, weight_update_time: 0.1419439763, other_time: 2.3900184631
epoch time: 4.8581881523s, input_fired_time: 0.0657232031, output_fired_time: 0.0000000000, propagate_forward_time: 4.3583149910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341497421
validation[          , genome  4073] predictions:    9611/  10000 (96.11%), best:    9635/10000 (96.35%), error:      1324.23376, best error:      1224.41174 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.7743415833s, input_fired_time: 0.5164007545, output_fired_time: 0.5178335905, propagate_forward_time: 21.0341281891, propagate_backward_time: 32.3209037781, weight_update_time: 0.1414871812, other_time: 2.3850746155
epoch time: 4.6084532738s, input_fired_time: 0.0634313896, output_fired_time: 0.0000000000, propagate_forward_time: 4.1203093529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247126579
validation[          , genome  4073] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1204.25195, best error:      1204.25195 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.8114967346s, input_fired_time: 0.5158234835, output_fired_time: 0.5186212063, propagate_forward_time: 20.9415493011, propagate_backward_time: 32.4441108704, weight_update_time: 0.1414169520, other_time: 2.3913917542
epoch time: 4.8465962410s, input_fired_time: 0.0665957779, output_fired_time: 0.0000000000, propagate_forward_time: 4.3419919014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380087852
validation[          , genome  4073] predictions:    9599/  10000 (95.99%), best:    9627/10000 (96.27%), error:      1307.31067, best error:      1204.25195 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.4791946411s, input_fired_time: 0.5203814507, output_fired_time: 0.5223433375, propagate_forward_time: 21.3338012695, propagate_backward_time: 32.7123222351, weight_update_time: 0.1426882893, other_time: 2.3903465271
epoch time: 4.6631941795s, input_fired_time: 0.0635480583, output_fired_time: 0.0000000000, propagate_forward_time: 4.1809430122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187030792
validation[          , genome  4073] predictions:    9600/  10000 (96.00%), best:    9627/10000 (96.27%), error:      1369.97986, best error:      1204.25195 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.9077987671s, input_fired_time: 0.5154184699, output_fired_time: 0.5145403147, propagate_forward_time: 21.0798130035, propagate_backward_time: 32.4030418396, weight_update_time: 0.1412548274, other_time: 2.3949851990
epoch time: 4.7033162117s, input_fired_time: 0.0653211921, output_fired_time: 0.0000000000, propagate_forward_time: 4.1980051994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399900436
validation[          , genome  4073] predictions:    9641/  10000 (96.41%), best:    9627/10000 (96.27%), error:      1213.69556, best error:      1204.25195 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.6412887573s, input_fired_time: 0.5196285844, output_fired_time: 0.5137503147, propagate_forward_time: 20.9218292236, propagate_backward_time: 32.2984695435, weight_update_time: 0.1410330683, other_time: 2.3876075745
epoch time: 4.6579823494s, input_fired_time: 0.0650830269, output_fired_time: 0.0000000000, propagate_forward_time: 4.1669254303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259738922
validation[          , genome  4073] predictions:    9624/  10000 (96.24%), best:    9627/10000 (96.27%), error:      1247.92737, best error:      1204.25195 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.1548614502s, input_fired_time: 0.5200437903, output_fired_time: 0.5192176700, propagate_forward_time: 21.1761283875, propagate_backward_time: 32.5484580994, weight_update_time: 0.1432153583, other_time: 2.3910140991
epoch time: 4.6124873161s, input_fired_time: 0.0650046691, output_fired_time: 0.0000000000, propagate_forward_time: 4.1247730255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227094650
validation[          , genome  4073] predictions:    9610/  10000 (96.10%), best:    9627/10000 (96.27%), error:      1300.11267, best error:      1204.25195 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.0962142944s, input_fired_time: 0.5209788680, output_fired_time: 0.5172222257, propagate_forward_time: 21.0685272217, propagate_backward_time: 32.5938644409, weight_update_time: 0.1424603462, other_time: 2.3956222534
epoch time: 4.8032274246s, input_fired_time: 0.0665272176, output_fired_time: 0.0000000000, propagate_forward_time: 4.3059725761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307274818
validation[          , genome  4073] predictions:    9585/  10000 (95.85%), best:    9627/10000 (96.27%), error:      1416.64587, best error:      1204.25195 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.7166519165s, input_fired_time: 0.5159364939, output_fired_time: 0.5129179955, propagate_forward_time: 20.9515094757, propagate_backward_time: 32.3362655640, weight_update_time: 0.1426576227, other_time: 2.4000244141
epoch time: 4.7887873650s, input_fired_time: 0.0663923100, output_fired_time: 0.0000000000, propagate_forward_time: 4.2893509865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330439568
validation[          , genome  4073] predictions:    9642/  10000 (96.42%), best:    9627/10000 (96.27%), error:      1290.64172, best error:      1204.25195 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 57.6126785278s, input_fired_time: 0.5229017138, output_fired_time: 0.5210402608, propagate_forward_time: 21.3369140625, propagate_backward_time: 32.8396644592, weight_update_time: 0.1405238807, other_time: 2.3921546936
epoch time: 4.7832078934s, input_fired_time: 0.0666799024, output_fired_time: 0.0000000000, propagate_forward_time: 4.2837467194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327812195
validation[          , genome  4073] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1179.52771, best error:      1179.52771 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.6851119995s, input_fired_time: 0.5222442746, output_fired_time: 0.5221861601, propagate_forward_time: 21.3797512054, propagate_backward_time: 32.8599815369, weight_update_time: 0.1428191662, other_time: 2.4009513855
epoch time: 4.5926775932s, input_fired_time: 0.0645973384, output_fired_time: 0.0000000000, propagate_forward_time: 4.1014413834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266390800
validation[          , genome  4073] predictions:    9632/  10000 (96.32%), best:    9653/10000 (96.53%), error:      1287.98523, best error:      1179.52771 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.6977920532s, input_fired_time: 0.5183789134, output_fired_time: 0.5124933124, propagate_forward_time: 21.0315189362, propagate_backward_time: 32.2486724854, weight_update_time: 0.1420232803, other_time: 2.3867263794
epoch time: 4.6688165665s, input_fired_time: 0.0653634891, output_fired_time: 0.0000000000, propagate_forward_time: 4.1760816574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273715019
validation[          , genome  4073] predictions:    9619/  10000 (96.19%), best:    9653/10000 (96.53%), error:      1282.46252, best error:      1179.52771 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.7128944397s, input_fired_time: 0.5229905844, output_fired_time: 0.5205971003, propagate_forward_time: 21.3406677246, propagate_backward_time: 32.9306526184, weight_update_time: 0.1441992819, other_time: 2.3979873657
epoch time: 4.7803201675s, input_fired_time: 0.0690197945, output_fired_time: 0.0000000000, propagate_forward_time: 4.2678384781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434618950
validation[          , genome  4073] predictions:    9637/  10000 (96.37%), best:    9653/10000 (96.53%), error:      1239.16565, best error:      1179.52771 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.1256294250s, input_fired_time: 0.5234090090, output_fired_time: 0.5174139738, propagate_forward_time: 21.1770057678, propagate_backward_time: 32.4979324341, weight_update_time: 0.1415446103, other_time: 2.4098663330
epoch time: 4.5768661499s, input_fired_time: 0.0654752553, output_fired_time: 0.0000000000, propagate_forward_time: 4.0909552574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204354286
validation[          , genome  4073] predictions:    9662/  10000 (96.62%), best:    9653/10000 (96.53%), error:      1198.00366, best error:      1179.52771 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 57.1581459045s, input_fired_time: 0.5211987495, output_fired_time: 0.5139561892, propagate_forward_time: 21.0387878418, propagate_backward_time: 32.6999702454, weight_update_time: 0.1435693055, other_time: 2.3842315674
epoch time: 4.7773571014s, input_fired_time: 0.0676619783, output_fired_time: 0.0000000000, propagate_forward_time: 4.2818088531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278864861
validation[          , genome  4073] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1255.84448, best error:      1179.52771 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.1388931274s, input_fired_time: 0.5223694444, output_fired_time: 0.5151146054, propagate_forward_time: 21.1189270020, propagate_backward_time: 32.5829925537, weight_update_time: 0.1454844475, other_time: 2.3994903564
epoch time: 4.6107058525s, input_fired_time: 0.0663206354, output_fired_time: 0.0000000000, propagate_forward_time: 4.1109743118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334111214
validation[          , genome  4073] predictions:    9626/  10000 (96.26%), best:    9653/10000 (96.53%), error:      1206.44409, best error:      1179.52771 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.0851707458s, input_fired_time: 0.5195839405, output_fired_time: 0.5169304609, propagate_forward_time: 21.1046333313, propagate_backward_time: 32.5397262573, weight_update_time: 0.1427960247, other_time: 2.4042968750
epoch time: 4.6573405266s, input_fired_time: 0.0661857203, output_fired_time: 0.0000000000, propagate_forward_time: 4.1598577499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312968254
validation[          , genome  4073] predictions:    9647/  10000 (96.47%), best:    9653/10000 (96.53%), error:      1212.31287, best error:      1179.52771 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.8872413635s, input_fired_time: 0.5188036561, output_fired_time: 0.5145702362, propagate_forward_time: 21.0529060364, propagate_backward_time: 32.4184989929, weight_update_time: 0.1407072395, other_time: 2.3824615479
epoch time: 4.7354903221s, input_fired_time: 0.0673792660, output_fired_time: 0.0000000000, propagate_forward_time: 4.2348103523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333004951
validation[          , genome  4073] predictions:    9633/  10000 (96.33%), best:    9653/10000 (96.53%), error:      1225.59949, best error:      1179.52771 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.3390121460s, input_fired_time: 0.5159489512, output_fired_time: 0.5119839311, propagate_forward_time: 20.8473396301, propagate_backward_time: 32.0880546570, weight_update_time: 0.1432310343, other_time: 2.3756828308
epoch time: 4.5054149628s, input_fired_time: 0.0633882135, output_fired_time: 0.0000000000, propagate_forward_time: 4.0155215263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265050888
validation[          , genome  4073] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1178.03076, best error:      1178.03076 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.3515777588s, input_fired_time: 0.5263917446, output_fired_time: 0.5215348005, propagate_forward_time: 21.2070960999, propagate_backward_time: 32.7115859985, weight_update_time: 0.1424835622, other_time: 2.3849716187
epoch time: 4.8440155983s, input_fired_time: 0.0671411380, output_fired_time: 0.0000000000, propagate_forward_time: 4.3493895531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274849892
validation[          , genome  4073] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1243.12781, best error:      1178.03076 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.8105926514s, input_fired_time: 0.5203117132, output_fired_time: 0.5194749832, propagate_forward_time: 20.9177036285, propagate_backward_time: 32.4545974731, weight_update_time: 0.1420918107, other_time: 2.3985061646
epoch time: 4.6731400490s, input_fired_time: 0.0668513030, output_fired_time: 0.0000000000, propagate_forward_time: 4.1830673218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232215881
validation[          , genome  4073] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1247.30920, best error:      1178.03076 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.8672065735s, input_fired_time: 0.5151438713, output_fired_time: 0.5053591728, propagate_forward_time: 20.6553573608, propagate_backward_time: 31.8476753235, weight_update_time: 0.1379572898, other_time: 2.3436698914
epoch time: 4.5622420311s, input_fired_time: 0.0661020800, output_fired_time: 0.0000000000, propagate_forward_time: 4.0799546242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161853790
validation[          , genome  4073] predictions:    9593/  10000 (95.93%), best:    9651/10000 (96.51%), error:      1337.34875, best error:      1178.03076 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.5951766968s, input_fired_time: 0.5112661719, output_fired_time: 0.5044515133, propagate_forward_time: 20.4959888458, propagate_backward_time: 31.7226352692, weight_update_time: 0.1384359002, other_time: 2.3608379364
epoch time: 4.8396177292s, input_fired_time: 0.0668499395, output_fired_time: 0.0000000000, propagate_forward_time: 4.3413681984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313998222
validation[          , genome  4073] predictions:    9609/  10000 (96.09%), best:    9651/10000 (96.51%), error:      1305.20056, best error:      1178.03076 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.3008308411s, input_fired_time: 0.5209146142, output_fired_time: 0.5168132186, propagate_forward_time: 21.1515045166, propagate_backward_time: 32.7180557251, weight_update_time: 0.1428690702, other_time: 2.3935432434
epoch time: 4.7669906616s, input_fired_time: 0.0661666244, output_fired_time: 0.0000000000, propagate_forward_time: 4.2752342224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255900383
validation[          , genome  4073] predictions:    9612/  10000 (96.12%), best:    9651/10000 (96.51%), error:      1252.45581, best error:      1178.03076 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.3509826660s, input_fired_time: 0.5256797671, output_fired_time: 0.5202457309, propagate_forward_time: 21.2276859283, propagate_backward_time: 32.6817512512, weight_update_time: 0.1427542120, other_time: 2.3956184387
epoch time: 4.8615789413s, input_fired_time: 0.0698229149, output_fired_time: 0.0000000000, propagate_forward_time: 4.3544745445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372816086
validation[          , genome  4073] predictions:    9601/  10000 (96.01%), best:    9651/10000 (96.51%), error:      1332.81824, best error:      1178.03076 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.7599334717s, input_fired_time: 0.5291594863, output_fired_time: 0.5243076682, propagate_forward_time: 21.4093399048, propagate_backward_time: 32.8975372314, weight_update_time: 0.1439646333, other_time: 2.3995895386
epoch time: 4.8271141052s, input_fired_time: 0.0670476556, output_fired_time: 0.0000000000, propagate_forward_time: 4.3237762451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362902641
validation[          , genome  4073] predictions:    9622/  10000 (96.22%), best:    9651/10000 (96.51%), error:      1271.97070, best error:      1178.03076 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.5478630066s, input_fired_time: 0.5215637088, output_fired_time: 0.5127102733, propagate_forward_time: 20.8316326141, propagate_backward_time: 32.2923851013, weight_update_time: 0.1418473721, other_time: 2.3895683289
epoch time: 4.6319470406s, input_fired_time: 0.0642358363, output_fired_time: 0.0000000000, propagate_forward_time: 4.1448225975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228887558
validation[          , genome  4073] predictions:    9625/  10000 (96.25%), best:    9651/10000 (96.51%), error:      1294.54639, best error:      1178.03076 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.4777030945s, input_fired_time: 0.5297574997, output_fired_time: 0.5199609995, propagate_forward_time: 21.1923770905, propagate_backward_time: 32.8255691528, weight_update_time: 0.1451403052, other_time: 2.4100341797
epoch time: 4.6915946007s, input_fired_time: 0.0667831898, output_fired_time: 0.0000000000, propagate_forward_time: 4.1999430656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248681068
validation[          , genome  4073] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1231.34668, best error:      1178.03076 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.6425514221s, input_fired_time: 0.5207229257, output_fired_time: 0.5145441294, propagate_forward_time: 20.9478225708, propagate_backward_time: 32.2781066895, weight_update_time: 0.1419817209, other_time: 2.3813552856
epoch time: 4.7845282555s, input_fired_time: 0.0670280382, output_fired_time: 0.0000000000, propagate_forward_time: 4.2852983475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322018623
validation[          , genome  4073] predictions:    9601/  10000 (96.01%), best:    9651/10000 (96.51%), error:      1326.73792, best error:      1178.03076 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.3746948242s, input_fired_time: 0.5278052092, output_fired_time: 0.5182400346, propagate_forward_time: 21.2388935089, propagate_backward_time: 32.6984214783, weight_update_time: 0.1425699294, other_time: 2.3913307190
epoch time: 4.6176505089s, input_fired_time: 0.0660325885, output_fired_time: 0.0000000000, propagate_forward_time: 4.1225919724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290261269
validation[          , genome  4073] predictions:    9630/  10000 (96.30%), best:    9651/10000 (96.51%), error:      1259.03491, best error:      1178.03076 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.2576026917s, input_fired_time: 0.5289202332, output_fired_time: 0.5217079520, propagate_forward_time: 21.1928615570, propagate_backward_time: 32.6383094788, weight_update_time: 0.1430702507, other_time: 2.3758049011
epoch time: 4.8414616585s, input_fired_time: 0.0686551854, output_fired_time: 0.0000000000, propagate_forward_time: 4.3375349045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352717400
validation[          , genome  4073] predictions:    9607/  10000 (96.07%), best:    9651/10000 (96.51%), error:      1282.92261, best error:      1178.03076 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 57.0285911560s, input_fired_time: 0.5261378884, output_fired_time: 0.5166559219, propagate_forward_time: 21.0374336243, propagate_backward_time: 32.5536270142, weight_update_time: 0.1428191662, other_time: 2.3947372437
epoch time: 4.7253737450s, input_fired_time: 0.0685950667, output_fired_time: 0.0000000000, propagate_forward_time: 4.2220778465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347009659
validation[          , genome  4073] predictions:    9648/  10000 (96.48%), best:    9651/10000 (96.51%), error:      1201.24170, best error:      1178.03076 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.6298866272s, input_fired_time: 0.5236636996, output_fired_time: 0.5147847533, propagate_forward_time: 20.9130039215, propagate_backward_time: 32.3060760498, weight_update_time: 0.1402397454, other_time: 2.3723602295
epoch time: 4.8103656769s, input_fired_time: 0.0695121735, output_fired_time: 0.0000000000, propagate_forward_time: 4.3043408394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365124702
validation[          , genome  4073] predictions:    9631/  10000 (96.31%), best:    9651/10000 (96.51%), error:      1277.51099, best error:      1178.03076 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.2983055115s, input_fired_time: 0.5261824131, output_fired_time: 0.5203175545, propagate_forward_time: 21.1583156586, propagate_backward_time: 32.6944274902, weight_update_time: 0.1420891136, other_time: 2.3990631104
epoch time: 4.7103524208s, input_fired_time: 0.0674505085, output_fired_time: 0.0000000000, propagate_forward_time: 4.2136101723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292917252
validation[          , genome  4073] predictions:    9585/  10000 (95.85%), best:    9651/10000 (96.51%), error:      1355.06250, best error:      1178.03076 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.6579895020s, input_fired_time: 0.5285552740, output_fired_time: 0.5234743357, propagate_forward_time: 21.3299465179, propagate_backward_time: 32.8621711731, weight_update_time: 0.1435671598, other_time: 2.4138374329
epoch time: 4.7503771782s, input_fired_time: 0.0674656555, output_fired_time: 0.0000000000, propagate_forward_time: 4.2564563751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264550209
validation[          , genome  4073] predictions:    9633/  10000 (96.33%), best:    9651/10000 (96.51%), error:      1204.75818, best error:      1178.03076 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.3232841492s, input_fired_time: 0.5290845037, output_fired_time: 0.5182622671, propagate_forward_time: 21.1950206757, propagate_backward_time: 32.6763496399, weight_update_time: 0.1422725171, other_time: 2.4045677185
epoch time: 4.7698936462s, input_fired_time: 0.0670302883, output_fired_time: 0.0000000000, propagate_forward_time: 4.2735967636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292664528
validation[          , genome  4073] predictions:    9608/  10000 (96.08%), best:    9651/10000 (96.51%), error:      1285.17004, best error:      1178.03076 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.5842552185s, input_fired_time: 0.5264943242, output_fired_time: 0.5208960176, propagate_forward_time: 21.2858486176, propagate_backward_time: 32.8594284058, weight_update_time: 0.1441240460, other_time: 2.3915863037
epoch time: 4.8155584335s, input_fired_time: 0.0682006925, output_fired_time: 0.0000000000, propagate_forward_time: 4.3114223480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359354973
validation[          , genome  4073] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1155.74976, best error:      1155.74976 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.2562255859s, input_fired_time: 0.5273225904, output_fired_time: 0.5186827183, propagate_forward_time: 21.0711460114, propagate_backward_time: 32.7367095947, weight_update_time: 0.1418558359, other_time: 2.4023666382
epoch time: 4.7109684944s, input_fired_time: 0.0673080534, output_fired_time: 0.0000000000, propagate_forward_time: 4.2124681473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311923981
validation[          , genome  4073] predictions:    9638/  10000 (96.38%), best:    9670/10000 (96.70%), error:      1243.95386, best error:      1155.74976 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.2346343994s, input_fired_time: 0.5226572156, output_fired_time: 0.5117829442, propagate_forward_time: 20.8152389526, propagate_backward_time: 32.0205955505, weight_update_time: 0.1408857405, other_time: 2.3643608093
epoch time: 4.6800065041s, input_fired_time: 0.0667627230, output_fired_time: 0.0000000000, propagate_forward_time: 4.1865096092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267339706
validation[          , genome  4073] predictions:    9612/  10000 (96.12%), best:    9670/10000 (96.70%), error:      1263.30566, best error:      1155.74976 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.7043685913s, input_fired_time: 0.5228257179, output_fired_time: 0.5125300884, propagate_forward_time: 20.9459190369, propagate_backward_time: 32.3380584717, weight_update_time: 0.1413545460, other_time: 2.3850326538
epoch time: 4.9191031456s, input_fired_time: 0.0693972781, output_fired_time: 0.0000000000, propagate_forward_time: 4.4108285904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388771057
validation[          , genome  4073] predictions:    9663/  10000 (96.63%), best:    9670/10000 (96.70%), error:      1176.19006, best error:      1155.74976 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.4086303711s, input_fired_time: 0.5259818435, output_fired_time: 0.5188847780, propagate_forward_time: 21.2394084930, propagate_backward_time: 32.7151412964, weight_update_time: 0.1442250162, other_time: 2.4092102051
epoch time: 4.7714428902s, input_fired_time: 0.0694378242, output_fired_time: 0.0000000000, propagate_forward_time: 4.2720446587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299602509
validation[          , genome  4073] predictions:    9583/  10000 (95.83%), best:    9670/10000 (96.70%), error:      1381.42493, best error:      1155.74976 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.1834869385s, input_fired_time: 0.5289979577, output_fired_time: 0.5170823336, propagate_forward_time: 21.1135482788, propagate_backward_time: 32.6449775696, weight_update_time: 0.1393997222, other_time: 2.3788795471
epoch time: 4.7035059929s, input_fired_time: 0.0682046637, output_fired_time: 0.0000000000, propagate_forward_time: 4.2027406693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325604439
validation[          , genome  4073] predictions:    9591/  10000 (95.91%), best:    9670/10000 (96.70%), error:      1321.20325, best error:      1155.74976 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.3878631592s, input_fired_time: 0.5291296840, output_fired_time: 0.5181440115, propagate_forward_time: 21.2326717377, propagate_backward_time: 32.7280120850, weight_update_time: 0.1422422379, other_time: 2.3799057007
epoch time: 4.5631861687s, input_fired_time: 0.0654943734, output_fired_time: 0.0000000000, propagate_forward_time: 4.0790629387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186286926
validation[          , genome  4073] predictions:    9563/  10000 (95.63%), best:    9670/10000 (96.70%), error:      1404.30261, best error:      1155.74976 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.5870933533s, input_fired_time: 0.5313155055, output_fired_time: 0.5230786204, propagate_forward_time: 21.3515281677, propagate_backward_time: 32.8009262085, weight_update_time: 0.1407757998, other_time: 2.3802452087
epoch time: 4.7834029198s, input_fired_time: 0.0673142821, output_fired_time: 0.0000000000, propagate_forward_time: 4.2799739838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361147881
validation[          , genome  4073] predictions:    9648/  10000 (96.48%), best:    9670/10000 (96.70%), error:      1185.69836, best error:      1155.74976 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 56.0986251831s, input_fired_time: 0.5231452584, output_fired_time: 0.5017343163, propagate_forward_time: 20.7063827515, propagate_backward_time: 31.9965915680, weight_update_time: 0.1430159211, other_time: 2.3707714081
epoch time: 4.5725221634s, input_fired_time: 0.0663571358, output_fired_time: 0.0000000000, propagate_forward_time: 4.0817370415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244279861
validation[          , genome  4073] predictions:    9578/  10000 (95.78%), best:    9670/10000 (96.70%), error:      1420.99719, best error:      1155.74976 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.3242683411s, input_fired_time: 0.5299499631, output_fired_time: 0.5235488415, propagate_forward_time: 21.1634197235, propagate_backward_time: 32.7032814026, weight_update_time: 0.1443967968, other_time: 2.4040718079
epoch time: 4.6544294357s, input_fired_time: 0.0685705766, output_fired_time: 0.0000000000, propagate_forward_time: 4.1581449509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277138710
validation[          , genome  4073] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1141.94934, best error:      1141.94934 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.3189163208s, input_fired_time: 0.5271977186, output_fired_time: 0.5199773908, propagate_forward_time: 21.1534385681, propagate_backward_time: 32.7167587280, weight_update_time: 0.1419756114, other_time: 2.4015426636
epoch time: 4.7641811371s, input_fired_time: 0.0691110343, output_fired_time: 0.0000000000, propagate_forward_time: 4.2652134895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298567772
validation[          , genome  4073] predictions:    9630/  10000 (96.30%), best:    9661/10000 (96.61%), error:      1204.25586, best error:      1141.94934 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.9040069580s, input_fired_time: 0.5287593007, output_fired_time: 0.5178313255, propagate_forward_time: 21.0132179260, propagate_backward_time: 32.4552764893, weight_update_time: 0.1410589367, other_time: 2.3889236450
epoch time: 4.1145524979s, input_fired_time: 0.0612736419, output_fired_time: 0.0000000000, propagate_forward_time: 3.6519920826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012868404
validation[          , genome  4073] predictions:    9607/  10000 (96.07%), best:    9661/10000 (96.61%), error:      1283.48083, best error:      1141.94934 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.6275825500s, input_fired_time: 0.5319582820, output_fired_time: 0.5179683566, propagate_forward_time: 21.3616619110, propagate_backward_time: 32.8196449280, weight_update_time: 0.1436654180, other_time: 2.3963508606
epoch time: 4.7112412453s, input_fired_time: 0.0666443035, output_fired_time: 0.0000000000, propagate_forward_time: 4.2140264511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305706024
validation[          , genome  4073] predictions:    9631/  10000 (96.31%), best:    9661/10000 (96.61%), error:      1273.05725, best error:      1141.94934 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.6205863953s, input_fired_time: 0.5324157476, output_fired_time: 0.5191509724, propagate_forward_time: 21.2836151123, propagate_backward_time: 32.8869361877, weight_update_time: 0.1433422863, other_time: 2.3984680176
epoch time: 4.7815742493s, input_fired_time: 0.0688920245, output_fired_time: 0.0000000000, propagate_forward_time: 4.2860174179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266648293
validation[          , genome  4073] predictions:    9635/  10000 (96.35%), best:    9661/10000 (96.61%), error:      1202.35327, best error:      1141.94934 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.8934936523s, input_fired_time: 0.5323504806, output_fired_time: 0.5150026679, propagate_forward_time: 21.0283355713, propagate_backward_time: 32.4149780273, weight_update_time: 0.1428863853, other_time: 2.4028282166
epoch time: 4.7635302544s, input_fired_time: 0.0676308051, output_fired_time: 0.0000000000, propagate_forward_time: 4.2657527924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301466942
validation[          , genome  4073] predictions:    9653/  10000 (96.53%), best:    9661/10000 (96.61%), error:      1153.53882, best error:      1141.94934 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.2869949341s, input_fired_time: 0.5319254398, output_fired_time: 0.5227038264, propagate_forward_time: 21.1581172943, propagate_backward_time: 32.6598434448, weight_update_time: 0.1446854472, other_time: 2.4144058228
epoch time: 4.8280658722s, input_fired_time: 0.0674429908, output_fired_time: 0.0000000000, propagate_forward_time: 4.3304510117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301719666
validation[          , genome  4073] predictions:    9606/  10000 (96.06%), best:    9661/10000 (96.61%), error:      1345.23218, best error:      1141.94934 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.0481414795s, input_fired_time: 0.5295546651, output_fired_time: 0.5134156346, propagate_forward_time: 21.0727806091, propagate_backward_time: 32.5351753235, weight_update_time: 0.1419003904, other_time: 2.3972129822
epoch time: 4.7591352463s, input_fired_time: 0.0682496130, output_fired_time: 0.0000000000, propagate_forward_time: 4.2645888329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262967110
validation[          , genome  4073] predictions:    9649/  10000 (96.49%), best:    9661/10000 (96.61%), error:      1161.15771, best error:      1141.94934 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.2165184021s, input_fired_time: 0.5308678746, output_fired_time: 0.5193736553, propagate_forward_time: 21.1830825806, propagate_backward_time: 32.5950965881, weight_update_time: 0.1405776888, other_time: 2.3880958557
epoch time: 4.5937538147s, input_fired_time: 0.0666126609, output_fired_time: 0.0000000000, propagate_forward_time: 4.1057295799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214115143
validation[          , genome  4073] predictions:    9623/  10000 (96.23%), best:    9661/10000 (96.61%), error:      1224.16467, best error:      1141.94934 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.9662742615s, input_fired_time: 0.5284854174, output_fired_time: 0.5138703585, propagate_forward_time: 21.0261955261, propagate_backward_time: 32.4933395386, weight_update_time: 0.1423954666, other_time: 2.4043846130
epoch time: 4.5956330299s, input_fired_time: 0.0669011623, output_fired_time: 0.0000000000, propagate_forward_time: 4.1009202003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278116226
validation[          , genome  4073] predictions:    9598/  10000 (95.98%), best:    9661/10000 (96.61%), error:      1320.58813, best error:      1141.94934 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.6671676636s, input_fired_time: 0.5342592001, output_fired_time: 0.5204724073, propagate_forward_time: 21.3224849701, propagate_backward_time: 32.8803939819, weight_update_time: 0.1426054686, other_time: 2.4095535278
epoch time: 4.7927446365s, input_fired_time: 0.0687460154, output_fired_time: 0.0000000000, propagate_forward_time: 4.2897467613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342517853
validation[          , genome  4073] predictions:    9613/  10000 (96.13%), best:    9661/10000 (96.61%), error:      1292.75452, best error:      1141.94934 on epoch:    90, 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: 23.6237449646s, input_fired_time: 0.3389431238, output_fired_time: 0.0000000000, propagate_forward_time: 21.0787849426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2060165405
best training[          , genome  4073] predictions:   49097/  50000 (98.19%), best:    9661/10000 (96.61%), error:      3351.26758, best error:      1141.94934 on epoch:    90, 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: 4.6634850502s, input_fired_time: 0.0663891956, output_fired_time: 0.0000000000, propagate_forward_time: 4.1734447479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236512184
   testing[          , genome  4073] predictions:    9710/  10000 (97.10%), best:    9661/10000 (96.61%), error:       990.35950, best error:      1141.94934 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:05:12 (5368): called boinc_finish(0)

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