Nameexact_genome_1509103842_21_18371_0
Workunit2282258
Created30 Oct 2017, 13:50:42 UTC
Sent30 Oct 2017, 14:41:27 UTC
Report deadline29 Dec 2017, 9:20:33 UTC
Received4 Nov 2017, 13:27:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 8 hours 39 min 12 sec
CPU time1 days 8 hours 33 min 51 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size181.54 MB
Peak swap size180.05 MB
Peak disk usage6.82 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 79.0767211914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4918518066
validation[          , genome 18371] predictions:    9821/  10000 (98.21%), best:    9854/10000 (98.54%), error:       569.93005, best error:       467.06357 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1072.2951660156s, input_fired_time: 14.2960891724, output_fired_time: 14.8958396912, propagate_forward_time: 397.7557678223, propagate_backward_time: 631.3707885742, weight_update_time: 1.1136366129, other_time: 13.9766235352
epoch time: 83.4980163574s, input_fired_time: 1.7537600994, output_fired_time: 0.0000000000, propagate_forward_time: 79.2301330566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5141220093
validation[          , genome 18371] predictions:    9823/  10000 (98.23%), best:    9854/10000 (98.54%), error:       574.00073, best error:       467.06357 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1065.5902099609s, input_fired_time: 14.2885684967, output_fired_time: 14.8414859772, propagate_forward_time: 394.4935607910, propagate_backward_time: 627.9653930664, weight_update_time: 1.1015821695, other_time: 14.0012817383
epoch time: 82.8764724731s, input_fired_time: 1.7590097189, output_fired_time: 0.0000000000, propagate_forward_time: 78.5922470093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5252151489
validation[          , genome 18371] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       436.47934, best error:       436.47934 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1068.2744140625s, input_fired_time: 14.2543039322, output_fired_time: 14.8633985519, propagate_forward_time: 396.3194885254, propagate_backward_time: 628.8736572266, weight_update_time: 1.1143883467, other_time: 13.9636230469
epoch time: 83.2522125244s, input_fired_time: 1.7584451437, output_fired_time: 0.0000000000, propagate_forward_time: 78.9909362793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5028305054
validation[          , genome 18371] predictions:    9800/  10000 (98.00%), best:    9848/10000 (98.48%), error:       690.45599, best error:       436.47934 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1066.6682128906s, input_fired_time: 14.2670440674, output_fired_time: 14.8711280823, propagate_forward_time: 395.5185241699, propagate_backward_time: 627.9901733398, weight_update_time: 1.1146841049, other_time: 14.0213012695
epoch time: 83.2898483276s, input_fired_time: 1.7681301832, output_fired_time: 0.0000000000, propagate_forward_time: 78.9876861572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5340347290
validation[          , genome 18371] predictions:    9832/  10000 (98.32%), best:    9848/10000 (98.48%), error:       519.58185, best error:       436.47934 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1069.1634521484s, input_fired_time: 14.3036050797, output_fired_time: 14.8652029037, propagate_forward_time: 396.3292236328, propagate_backward_time: 629.5900878906, weight_update_time: 1.1116908789, other_time: 14.0753173828
epoch time: 82.9808731079s, input_fired_time: 1.7691719532, output_fired_time: 0.0000000000, propagate_forward_time: 78.6934127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5182876587
validation[          , genome 18371] predictions:    9822/  10000 (98.22%), best:    9848/10000 (98.48%), error:       546.73199, best error:       436.47934 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1069.1634521484s, input_fired_time: 14.3160552979, output_fired_time: 14.8379039764, propagate_forward_time: 396.3847045898, propagate_backward_time: 629.5765991211, weight_update_time: 1.1138377190, other_time: 14.0482177734
epoch time: 83.7699508667s, input_fired_time: 1.7735816240, output_fired_time: 0.0000000000, propagate_forward_time: 79.4602203369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5361480713
validation[          , genome 18371] predictions:    9815/  10000 (98.15%), best:    9848/10000 (98.48%), error:       593.14709, best error:       436.47934 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1069.2021484375s, input_fired_time: 14.3450412750, output_fired_time: 14.8721122742, propagate_forward_time: 396.2638549805, propagate_backward_time: 629.7875366211, weight_update_time: 1.1131349802, other_time: 13.9335937500
epoch time: 82.4345474243s, input_fired_time: 1.7620755434, output_fired_time: 0.0000000000, propagate_forward_time: 78.1464996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5259704590
validation[          , genome 18371] predictions:    9847/  10000 (98.47%), best:    9848/10000 (98.48%), error:       457.17462, best error:       436.47934 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1068.1440429688s, input_fired_time: 14.2887878418, output_fired_time: 14.8158025742, propagate_forward_time: 395.6283874512, propagate_backward_time: 629.4273681641, weight_update_time: 1.1146595478, other_time: 13.9836425781
epoch time: 82.3797912598s, input_fired_time: 1.7524595261, output_fired_time: 0.0000000000, propagate_forward_time: 78.1139755249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5133590698
validation[          , genome 18371] predictions:    9851/  10000 (98.51%), best:    9848/10000 (98.48%), error:       475.99539, best error:       436.47934 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1068.5334472656s, input_fired_time: 14.2775793076, output_fired_time: 14.8452110291, propagate_forward_time: 395.5307922363, propagate_backward_time: 629.9253540039, weight_update_time: 1.1129405499, other_time: 13.9545288086
epoch time: 83.4763870239s, input_fired_time: 1.7705211639, output_fired_time: 0.0000000000, propagate_forward_time: 79.1889419556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5169219971
validation[          , genome 18371] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       402.46661, best error:       402.46661 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1067.4334716797s, input_fired_time: 14.3273849487, output_fired_time: 14.8690948486, propagate_forward_time: 396.1873779297, propagate_backward_time: 628.1207275391, weight_update_time: 1.1071934700, other_time: 13.9288330078
epoch time: 82.8543548584s, input_fired_time: 1.7658860683, output_fired_time: 0.0000000000, propagate_forward_time: 78.5469970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5414733887
validation[          , genome 18371] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       487.76715, best error:       402.46661 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1068.4548339844s, input_fired_time: 14.2960224152, output_fired_time: 14.9104328156, propagate_forward_time: 396.2442932129, propagate_backward_time: 629.0344238281, weight_update_time: 1.1031240225, other_time: 13.9697265625
epoch time: 82.6884841919s, input_fired_time: 1.7719470263, output_fired_time: 0.0000000000, propagate_forward_time: 78.3800201416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5365142822
validation[          , genome 18371] predictions:    9822/  10000 (98.22%), best:    9875/10000 (98.75%), error:       528.36401, best error:       402.46661 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1071.7017822266s, input_fired_time: 14.3667535782, output_fired_time: 14.9180364609, propagate_forward_time: 397.5090026855, propagate_backward_time: 630.9570922852, weight_update_time: 1.1063735485, other_time: 13.9508666992
epoch time: 83.5272293091s, input_fired_time: 1.7708986998, output_fired_time: 0.0000000000, propagate_forward_time: 79.2398605347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5164718628
validation[          , genome 18371] predictions:    9856/  10000 (98.56%), best:    9875/10000 (98.75%), error:       465.19086, best error:       402.46661 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1073.7385253906s, input_fired_time: 14.3753376007, output_fired_time: 14.9448995590, propagate_forward_time: 398.3783569336, propagate_backward_time: 632.0033569336, weight_update_time: 1.1158615351, other_time: 14.0364990234
epoch time: 84.0073699951s, input_fired_time: 1.7862702608, output_fired_time: 0.0000000000, propagate_forward_time: 79.7271804810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4939193726
validation[          , genome 18371] predictions:    9864/  10000 (98.64%), best:    9875/10000 (98.75%), error:       426.75446, best error:       402.46661 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1071.3459472656s, input_fired_time: 14.3838253021, output_fired_time: 14.9275598526, propagate_forward_time: 397.1553649902, propagate_backward_time: 630.8623046875, weight_update_time: 1.1086496115, other_time: 14.0168457031
epoch time: 83.6335906982s, input_fired_time: 1.7736469507, output_fired_time: 0.0000000000, propagate_forward_time: 79.3409652710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5189819336
validation[          , genome 18371] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       426.01358, best error:       402.46661 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1074.1199951172s, input_fired_time: 14.4122800827, output_fired_time: 14.9253730774, propagate_forward_time: 397.9461364746, propagate_backward_time: 632.8274536133, weight_update_time: 1.1159989834, other_time: 14.0087280273
epoch time: 83.8690643311s, input_fired_time: 1.7770658731, output_fired_time: 0.0000000000, propagate_forward_time: 79.5812911987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5107040405
validation[          , genome 18371] predictions:    9855/  10000 (98.55%), best:    9875/10000 (98.75%), error:       432.76584, best error:       402.46661 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1073.2999267578s, input_fired_time: 14.3992099762, output_fired_time: 14.9094457626, propagate_forward_time: 398.1591796875, propagate_backward_time: 631.7873535156, weight_update_time: 1.1110714674, other_time: 14.0447998047
epoch time: 84.0196075439s, input_fired_time: 1.7998654842, output_fired_time: 0.0000000000, propagate_forward_time: 79.6885147095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5312271118
validation[          , genome 18371] predictions:    9872/  10000 (98.72%), best:    9875/10000 (98.75%), error:       415.17993, best error:       402.46661 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1073.5441894531s, input_fired_time: 14.4253873825, output_fired_time: 14.9562788010, propagate_forward_time: 398.3991394043, propagate_backward_time: 631.7279052734, weight_update_time: 1.1076215506, other_time: 14.0354003906
epoch time: 84.2850875854s, input_fired_time: 1.7873687744, output_fired_time: 0.0000000000, propagate_forward_time: 79.9913940430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5063247681
validation[          , genome 18371] predictions:    9876/  10000 (98.76%), best:    9875/10000 (98.75%), error:       421.18594, best error:       402.46661 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1074.8291015625s, input_fired_time: 14.4501724243, output_fired_time: 14.9278440475, propagate_forward_time: 398.3067626953, propagate_backward_time: 633.0670166016, weight_update_time: 1.1177614927, other_time: 14.0772705078
epoch time: 84.1997299194s, input_fired_time: 1.7770429850, output_fired_time: 0.0000000000, propagate_forward_time: 79.8997650146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5229187012
validation[          , genome 18371] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       466.27142, best error:       402.46661 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1074.8808593750s, input_fired_time: 14.4182567596, output_fired_time: 14.8896541595, propagate_forward_time: 398.6765747070, propagate_backward_time: 632.8162231445, weight_update_time: 1.1139198542, other_time: 14.0802001953
epoch time: 83.8536071777s, input_fired_time: 1.7816537619, output_fired_time: 0.0000000000, propagate_forward_time: 79.5780410767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4939117432
validation[          , genome 18371] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       457.41525, best error:       402.46661 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1075.3096923828s, input_fired_time: 14.4245233536, output_fired_time: 14.9376449585, propagate_forward_time: 398.0811767578, propagate_backward_time: 633.8476562500, weight_update_time: 1.1156951189, other_time: 14.0186767578
epoch time: 84.5424346924s, input_fired_time: 1.7982360125, output_fired_time: 0.0000000000, propagate_forward_time: 80.2291336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5150680542
validation[          , genome 18371] predictions:    9824/  10000 (98.24%), best:    9875/10000 (98.75%), error:       533.25372, best error:       402.46661 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1076.7011718750s, input_fired_time: 14.4702205658, output_fired_time: 14.9921693802, propagate_forward_time: 399.1425170898, propagate_backward_time: 634.0415039063, weight_update_time: 1.1110320091, other_time: 14.0547485352
epoch time: 83.4745407104s, input_fired_time: 1.7977010012, output_fired_time: 0.0000000000, propagate_forward_time: 79.1493682861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5274734497
validation[          , genome 18371] predictions:    9861/  10000 (98.61%), best:    9875/10000 (98.75%), error:       447.18927, best error:       402.46661 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1073.6635742188s, input_fired_time: 14.4238414764, output_fired_time: 14.9123268127, propagate_forward_time: 397.9667968750, propagate_backward_time: 632.3605346680, weight_update_time: 1.1159259081, other_time: 14.0000610352
epoch time: 84.1979675293s, input_fired_time: 1.7955912352, output_fired_time: 0.0000000000, propagate_forward_time: 79.8803176880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5220565796
validation[          , genome 18371] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       476.78943, best error:       402.46661 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1074.7775878906s, input_fired_time: 14.4200296402, output_fired_time: 14.9827852249, propagate_forward_time: 398.2940368652, propagate_backward_time: 633.0755004883, weight_update_time: 1.1096746922, other_time: 14.0051879883
epoch time: 84.1664810181s, input_fired_time: 1.8032399416, output_fired_time: 0.0000000000, propagate_forward_time: 79.8732910156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4899520874
validation[          , genome 18371] predictions:    9841/  10000 (98.41%), best:    9875/10000 (98.75%), error:       465.61990, best error:       402.46661 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1076.5994873047s, input_fired_time: 14.4609947205, output_fired_time: 14.9441347122, propagate_forward_time: 399.6113586426, propagate_backward_time: 633.5443115234, weight_update_time: 1.1200695038, other_time: 14.0388183594
epoch time: 83.6361007690s, input_fired_time: 1.7964425087, output_fired_time: 0.0000000000, propagate_forward_time: 79.2709579468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5687026978
validation[          , genome 18371] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       387.68430, best error:       387.68430 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1077.2231445313s, input_fired_time: 14.4600086212, output_fired_time: 14.9902267456, propagate_forward_time: 398.9003906250, propagate_backward_time: 634.8713989258, weight_update_time: 1.1162035465, other_time: 14.0011596680
epoch time: 83.4048156738s, input_fired_time: 1.7810308933, output_fired_time: 0.0000000000, propagate_forward_time: 79.1264572144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4973297119
validation[          , genome 18371] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       393.62146, best error:       387.68430 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1076.3624267578s, input_fired_time: 14.4710073471, output_fired_time: 14.9709005356, propagate_forward_time: 398.8382263184, propagate_backward_time: 634.0075683594, weight_update_time: 1.1141338348, other_time: 14.0747070313
epoch time: 84.3084487915s, input_fired_time: 1.8002812862, output_fired_time: 0.0000000000, propagate_forward_time: 79.9987106323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5094604492
validation[          , genome 18371] predictions:    9883/  10000 (98.83%), best:    9874/10000 (98.74%), error:       411.08298, best error:       387.68430 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1079.2958984375s, input_fired_time: 14.4878082275, output_fired_time: 15.0181264877, propagate_forward_time: 400.1116943359, propagate_backward_time: 635.6642456055, weight_update_time: 1.1128731966, other_time: 14.0140991211
epoch time: 83.8674468994s, input_fired_time: 1.7989557981, output_fired_time: 0.0000000000, propagate_forward_time: 79.5130920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5553970337
validation[          , genome 18371] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       345.10696, best error:       345.10696 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1077.5614013672s, input_fired_time: 14.5050811768, output_fired_time: 14.9627094269, propagate_forward_time: 399.4983825684, propagate_backward_time: 634.5964355469, weight_update_time: 1.1126739979, other_time: 13.9986572266
epoch time: 83.8796539307s, input_fired_time: 1.7922638655, output_fired_time: 0.0000000000, propagate_forward_time: 79.5573883057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5299987793
validation[          , genome 18371] predictions:    9864/  10000 (98.64%), best:    9892/10000 (98.92%), error:       451.51196, best error:       345.10696 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1076.7486572266s, input_fired_time: 14.5012683868, output_fired_time: 14.9866399765, propagate_forward_time: 399.4399414063, propagate_backward_time: 633.7741699219, weight_update_time: 1.1204277277, other_time: 14.0466308594
epoch time: 84.0194168091s, input_fired_time: 1.7998949289, output_fired_time: 0.0000000000, propagate_forward_time: 79.6881942749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5313262939
validation[          , genome 18371] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       365.01282, best error:       345.10696 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1077.5914306641s, input_fired_time: 14.4873256683, output_fired_time: 14.9802074432, propagate_forward_time: 399.0628356934, propagate_backward_time: 635.0653686523, weight_update_time: 1.1169235706, other_time: 13.9956665039
epoch time: 84.0016632080s, input_fired_time: 1.7882969379, output_fired_time: 0.0000000000, propagate_forward_time: 79.6703033447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5430603027
validation[          , genome 18371] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       412.20621, best error:       345.10696 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1077.8958740234s, input_fired_time: 14.4932947159, output_fired_time: 14.9601840973, propagate_forward_time: 398.8406982422, propagate_backward_time: 635.5858154297, weight_update_time: 1.1192668676, other_time: 14.0158691406
epoch time: 84.3656768799s, input_fired_time: 1.7950125933, output_fired_time: 0.0000000000, propagate_forward_time: 80.0447616577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5259017944
validation[          , genome 18371] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       376.62903, best error:       345.10696 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1077.7756347656s, input_fired_time: 14.4963788986, output_fired_time: 14.9672536850, propagate_forward_time: 400.0682983398, propagate_backward_time: 634.1066894531, weight_update_time: 1.1174312830, other_time: 14.1370239258
epoch time: 83.8979949951s, input_fired_time: 1.7907305956, output_fired_time: 0.0000000000, propagate_forward_time: 79.5866546631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5206069946
validation[          , genome 18371] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       382.97284, best error:       345.10696 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1077.5042724609s, input_fired_time: 14.4550600052, output_fired_time: 14.9602298737, propagate_forward_time: 399.1177673340, propagate_backward_time: 635.0949096680, weight_update_time: 1.1016211510, other_time: 13.8762817383
epoch time: 84.7154388428s, input_fired_time: 1.7941547632, output_fired_time: 0.0000000000, propagate_forward_time: 80.4634246826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4578628540
validation[          , genome 18371] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       376.99704, best error:       345.10696 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1077.9866943359s, input_fired_time: 14.4284858704, output_fired_time: 14.9509954453, propagate_forward_time: 399.1736145020, propagate_backward_time: 635.7552490234, weight_update_time: 1.1050841808, other_time: 13.6783447266
epoch time: 84.6855545044s, input_fired_time: 1.8019762039, output_fired_time: 0.0000000000, propagate_forward_time: 80.4310226440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4525527954
validation[          , genome 18371] predictions:    9875/  10000 (98.75%), best:    9892/10000 (98.92%), error:       369.25064, best error:       345.10696 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1077.2919921875s, input_fired_time: 14.4163255692, output_fired_time: 14.8940258026, propagate_forward_time: 399.4604492188, propagate_backward_time: 634.8381958008, weight_update_time: 1.1026089191, other_time: 13.6829223633
epoch time: 84.0323181152s, input_fired_time: 1.7830545902, output_fired_time: 0.0000000000, propagate_forward_time: 79.7826690674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4665908813
validation[          , genome 18371] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       361.89908, best error:       345.10696 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1074.9442138672s, input_fired_time: 14.3969011307, output_fired_time: 14.8966827393, propagate_forward_time: 398.3293151855, propagate_backward_time: 633.6291503906, weight_update_time: 1.1041033268, other_time: 13.6921386719
epoch time: 84.8627243042s, input_fired_time: 1.8010067940, output_fired_time: 0.0000000000, propagate_forward_time: 80.6270599365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4346542358
validation[          , genome 18371] predictions:    9871/  10000 (98.71%), best:    9892/10000 (98.92%), error:       385.29263, best error:       345.10696 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1075.6861572266s, input_fired_time: 14.4175796509, output_fired_time: 14.9686870575, propagate_forward_time: 399.1539611816, propagate_backward_time: 633.4064941406, weight_update_time: 1.1028729677, other_time: 13.7395019531
epoch time: 84.1434173584s, input_fired_time: 1.8067554235, output_fired_time: 0.0000000000, propagate_forward_time: 79.8631210327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4735412598
validation[          , genome 18371] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       408.79315, best error:       345.10696 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1076.7377929688s, input_fired_time: 14.4530153275, output_fired_time: 14.9053430557, propagate_forward_time: 399.3008117676, propagate_backward_time: 634.4127807617, weight_update_time: 1.0972445011, other_time: 13.6658325195
epoch time: 84.3997955322s, input_fired_time: 1.7885221243, output_fired_time: 0.0000000000, propagate_forward_time: 80.1342239380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4770507813
validation[          , genome 18371] predictions:    9860/  10000 (98.60%), best:    9892/10000 (98.92%), error:       417.72949, best error:       345.10696 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1075.9464111328s, input_fired_time: 14.4234228134, output_fired_time: 14.8934068680, propagate_forward_time: 399.1051330566, propagate_backward_time: 633.8460693359, weight_update_time: 1.1125997305, other_time: 13.6783447266
epoch time: 84.5647735596s, input_fired_time: 1.8036862612, output_fired_time: 0.0000000000, propagate_forward_time: 80.2856140137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4754714966
validation[          , genome 18371] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       375.61734, best error:       345.10696 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1078.5775146484s, input_fired_time: 14.4502134323, output_fired_time: 14.9612569809, propagate_forward_time: 400.0128784180, propagate_backward_time: 635.5168457031, weight_update_time: 1.0970818996, other_time: 13.6362915039
epoch time: 83.5560531616s, input_fired_time: 1.7884457111, output_fired_time: 0.0000000000, propagate_forward_time: 79.3026580811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4649505615
validation[          , genome 18371] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       359.06329, best error:       345.10696 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1078.0070800781s, input_fired_time: 14.4455347061, output_fired_time: 14.9525413513, propagate_forward_time: 398.8486328125, propagate_backward_time: 636.0432739258, weight_update_time: 1.1040292978, other_time: 13.7171020508
epoch time: 83.7304458618s, input_fired_time: 1.7864979506, output_fired_time: 0.0000000000, propagate_forward_time: 79.4716033936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4723434448
validation[          , genome 18371] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       354.70367, best error:       345.10696 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1070.9101562500s, input_fired_time: 14.4130525589, output_fired_time: 14.8209037781, propagate_forward_time: 398.1782226563, propagate_backward_time: 629.8698730469, weight_update_time: 1.0952101946, other_time: 13.6280517578
epoch time: 82.9565811157s, input_fired_time: 1.7809699774, output_fired_time: 0.0000000000, propagate_forward_time: 78.7467956543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4288177490
validation[          , genome 18371] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       388.22226, best error:       345.10696 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1070.8063964844s, input_fired_time: 14.3904771805, output_fired_time: 14.8321456909, propagate_forward_time: 397.0713500977, propagate_backward_time: 630.8774414063, weight_update_time: 1.0959933996, other_time: 13.6349487305
epoch time: 83.1351242065s, input_fired_time: 1.7832676172, output_fired_time: 0.0000000000, propagate_forward_time: 78.9050979614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4467620850
validation[          , genome 18371] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       343.26935, best error:       343.26935 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1068.9046630859s, input_fired_time: 14.3596735001, output_fired_time: 14.8331203461, propagate_forward_time: 395.6625976563, propagate_backward_time: 630.4352416992, weight_update_time: 1.0925097466, other_time: 13.6140747070
epoch time: 83.5498809814s, input_fired_time: 1.7848664522, output_fired_time: 0.0000000000, propagate_forward_time: 79.3310928345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4339218140
validation[          , genome 18371] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       365.28552, best error:       343.26935 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1069.6300048828s, input_fired_time: 14.3588523865, output_fired_time: 14.8687801361, propagate_forward_time: 396.6987304688, propagate_backward_time: 630.0618896484, weight_update_time: 1.0949649811, other_time: 13.6417236328
epoch time: 83.0461502075s, input_fired_time: 1.7738028765, output_fired_time: 0.0000000000, propagate_forward_time: 78.7997207642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4726257324
validation[          , genome 18371] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       336.69943, best error:       336.69943 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1066.0117187500s, input_fired_time: 14.3692836761, output_fired_time: 14.8105468750, propagate_forward_time: 395.4348754883, propagate_backward_time: 627.8670043945, weight_update_time: 1.0845949650, other_time: 13.5300292969
epoch time: 82.8526458740s, input_fired_time: 1.7799743414, output_fired_time: 0.0000000000, propagate_forward_time: 78.6417617798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4309082031
validation[          , genome 18371] predictions:    9877/  10000 (98.77%), best:    9893/10000 (98.93%), error:       363.85953, best error:       336.69943 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1069.3933105469s, input_fired_time: 14.3610382080, output_fired_time: 14.8081569672, propagate_forward_time: 396.8854370117, propagate_backward_time: 629.7575683594, weight_update_time: 1.0978915691, other_time: 13.5811157227
epoch time: 83.5615463257s, input_fired_time: 1.7755223513, output_fired_time: 0.0000000000, propagate_forward_time: 79.3425064087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4435195923
validation[          , genome 18371] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       325.93155, best error:       325.93155 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1065.8673095703s, input_fired_time: 14.3455219269, output_fired_time: 14.7717990875, propagate_forward_time: 395.7878417969, propagate_backward_time: 627.3517456055, weight_update_time: 1.0866899490, other_time: 13.6102905273
epoch time: 83.0741043091s, input_fired_time: 1.7867578268, output_fired_time: 0.0000000000, propagate_forward_time: 78.8227996826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4645462036
validation[          , genome 18371] predictions:    9843/  10000 (98.43%), best:    9893/10000 (98.93%), error:       602.40240, best error:       325.93155 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1065.9066162109s, input_fired_time: 14.3355188370, output_fired_time: 14.8009996414, propagate_forward_time: 395.2078857422, propagate_backward_time: 627.9506835938, weight_update_time: 1.0936890841, other_time: 13.6114501953
epoch time: 83.6397094727s, input_fired_time: 1.7993930578, output_fired_time: 0.0000000000, propagate_forward_time: 79.3635559082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4767608643
validation[          , genome 18371] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       331.25708, best error:       325.93155 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1066.5477294922s, input_fired_time: 14.3640041351, output_fired_time: 14.7993612289, propagate_forward_time: 396.2918395996, propagate_backward_time: 627.4753417969, weight_update_time: 1.1005465984, other_time: 13.6171875000
epoch time: 83.1050338745s, input_fired_time: 1.7822910547, output_fired_time: 0.0000000000, propagate_forward_time: 78.8844299316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4383163452
validation[          , genome 18371] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       310.10620, best error:       310.10620 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1065.9664306641s, input_fired_time: 14.3482999802, output_fired_time: 14.8114986420, propagate_forward_time: 394.4987182617, propagate_backward_time: 628.7381591797, weight_update_time: 1.0977716446, other_time: 13.5697631836
epoch time: 83.4801788330s, input_fired_time: 1.7879699469, output_fired_time: 0.0000000000, propagate_forward_time: 79.2717285156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4204788208
validation[          , genome 18371] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       333.96051, best error:       310.10620 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1067.1383056641s, input_fired_time: 14.3290491104, output_fired_time: 14.8458900452, propagate_forward_time: 395.3947753906, propagate_backward_time: 629.0076904297, weight_update_time: 1.0903431177, other_time: 13.5607910156
epoch time: 83.3729782104s, input_fired_time: 1.7832227945, output_fired_time: 0.0000000000, propagate_forward_time: 79.1550598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4346923828
validation[          , genome 18371] predictions:    9884/  10000 (98.84%), best:    9902/10000 (99.02%), error:       350.98370, best error:       310.10620 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1065.4144287109s, input_fired_time: 14.2996902466, output_fired_time: 14.7894353867, propagate_forward_time: 394.5434875488, propagate_backward_time: 628.2296752930, weight_update_time: 1.0911380053, other_time: 13.5521850586
epoch time: 83.3817749023s, input_fired_time: 1.7843588591, output_fired_time: 0.0000000000, propagate_forward_time: 79.1526336670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4447860718
validation[          , genome 18371] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       323.53421, best error:       310.10620 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1067.1623535156s, input_fired_time: 14.3367910385, output_fired_time: 14.7626056671, propagate_forward_time: 395.7190246582, propagate_backward_time: 628.7395019531, weight_update_time: 1.0927418470, other_time: 13.6044921875
epoch time: 83.6818923950s, input_fired_time: 1.7933058739, output_fired_time: 0.0000000000, propagate_forward_time: 79.4639434814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4246444702
validation[          , genome 18371] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       331.40488, best error:       310.10620 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1068.7307128906s, input_fired_time: 14.3586416245, output_fired_time: 14.7983217239, propagate_forward_time: 396.4336853027, propagate_backward_time: 629.5629882813, weight_update_time: 1.1000720263, other_time: 13.5770263672
epoch time: 83.9107971191s, input_fired_time: 1.7830485106, output_fired_time: 0.0000000000, propagate_forward_time: 79.6885452271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4392013550
validation[          , genome 18371] predictions:    9883/  10000 (98.83%), best:    9902/10000 (99.02%), error:       333.59418, best error:       310.10620 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1067.7712402344s, input_fired_time: 14.3743810654, output_fired_time: 14.8328485489, propagate_forward_time: 396.5568847656, propagate_backward_time: 628.4696655273, weight_update_time: 1.0880985260, other_time: 13.5374145508
epoch time: 83.7539901733s, input_fired_time: 1.7964024544, output_fired_time: 0.0000000000, propagate_forward_time: 79.5027084351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4548797607
validation[          , genome 18371] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       325.86588, best error:       310.10620 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1073.9820556641s, input_fired_time: 14.4504938126, output_fired_time: 14.8618888855, propagate_forward_time: 397.8544006348, propagate_backward_time: 633.1698608398, weight_update_time: 1.1038763523, other_time: 13.6454467773
epoch time: 84.0533981323s, input_fired_time: 1.8149814606, output_fired_time: 0.0000000000, propagate_forward_time: 79.7779922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4604263306
validation[          , genome 18371] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       334.74634, best error:       310.10620 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1075.3345947266s, input_fired_time: 14.4735078812, output_fired_time: 14.9150810242, propagate_forward_time: 398.4057006836, propagate_backward_time: 633.8803100586, weight_update_time: 1.1078938246, other_time: 13.6600341797
epoch time: 84.1480941772s, input_fired_time: 1.8033236265, output_fired_time: 0.0000000000, propagate_forward_time: 79.8871078491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4576644897
validation[          , genome 18371] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       308.49823, best error:       308.49823 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1079.3601074219s, input_fired_time: 14.5064392090, output_fired_time: 14.9932289124, propagate_forward_time: 400.1535644531, propagate_backward_time: 636.0719604492, weight_update_time: 1.0997660160, other_time: 13.6348266602
epoch time: 84.4928054810s, input_fired_time: 1.8144910336, output_fired_time: 0.0000000000, propagate_forward_time: 80.2189941406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4593200684
validation[          , genome 18371] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       314.59698, best error:       308.49823 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1077.7779541016s, input_fired_time: 14.5025329590, output_fired_time: 14.8950672150, propagate_forward_time: 400.0166320801, propagate_backward_time: 634.7258911133, weight_update_time: 1.1016588211, other_time: 13.6378784180
epoch time: 83.7699508667s, input_fired_time: 1.8032263517, output_fired_time: 0.0000000000, propagate_forward_time: 79.5015029907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4652252197
validation[          , genome 18371] predictions:    9880/  10000 (98.80%), best:    9902/10000 (99.02%), error:       355.05731, best error:       308.49823 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1077.4172363281s, input_fired_time: 14.5135440826, output_fired_time: 14.8994827271, propagate_forward_time: 399.4929809570, propagate_backward_time: 634.8359985352, weight_update_time: 1.1049097776, other_time: 13.6751708984
epoch time: 83.9477233887s, input_fired_time: 1.7971886396, output_fired_time: 0.0000000000, propagate_forward_time: 79.7032241821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4473114014
validation[          , genome 18371] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       340.61624, best error:       308.49823 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1077.1531982422s, input_fired_time: 14.5420236588, output_fired_time: 14.9154586792, propagate_forward_time: 400.0484313965, propagate_backward_time: 633.9792480469, weight_update_time: 1.1006414890, other_time: 13.6680908203
epoch time: 83.1968002319s, input_fired_time: 1.7947053909, output_fired_time: 0.0000000000, propagate_forward_time: 78.9402236938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4618682861
validation[          , genome 18371] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       319.55002, best error:       308.49823 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1077.1741943359s, input_fired_time: 14.4909639359, output_fired_time: 14.9087944031, propagate_forward_time: 399.1576843262, propagate_backward_time: 634.9884643555, weight_update_time: 1.1046458483, other_time: 13.6282348633
epoch time: 84.3003997803s, input_fired_time: 1.8124139309, output_fired_time: 0.0000000000, propagate_forward_time: 80.0388412476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4491424561
validation[          , genome 18371] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       320.89233, best error:       308.49823 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1077.1448974609s, input_fired_time: 14.5244083405, output_fired_time: 14.9644670486, propagate_forward_time: 398.8992919922, propagate_backward_time: 635.0412597656, weight_update_time: 1.0992509127, other_time: 13.7154541016
epoch time: 84.0708770752s, input_fired_time: 1.8040183783, output_fired_time: 0.0000000000, propagate_forward_time: 79.8208541870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4460067749
validation[          , genome 18371] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       314.78625, best error:       308.49823 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1076.1978759766s, input_fired_time: 14.5129327774, output_fired_time: 14.9401378632, propagate_forward_time: 398.2133789063, propagate_backward_time: 634.8293457031, weight_update_time: 1.1022726297, other_time: 13.7020263672
epoch time: 83.9925460815s, input_fired_time: 1.8027194738, output_fired_time: 0.0000000000, propagate_forward_time: 79.7304153442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4594116211
validation[          , genome 18371] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       330.21518, best error:       308.49823 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1078.2337646484s, input_fired_time: 14.5262403488, output_fired_time: 14.9535799026, propagate_forward_time: 399.9520263672, propagate_backward_time: 635.1401367188, weight_update_time: 1.0962462425, other_time: 13.6617431641
epoch time: 83.7571411133s, input_fired_time: 1.8042773008, output_fired_time: 0.0000000000, propagate_forward_time: 79.4811248779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4717407227
validation[          , genome 18371] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       322.14560, best error:       308.49823 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1075.9575195313s, input_fired_time: 14.4933147430, output_fired_time: 14.9315366745, propagate_forward_time: 398.2760009766, propagate_backward_time: 634.6102294922, weight_update_time: 1.1047158241, other_time: 13.6464843750
epoch time: 83.7164764404s, input_fired_time: 1.8002732992, output_fired_time: 0.0000000000, propagate_forward_time: 79.4747543335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4414520264
validation[          , genome 18371] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       324.16437, best error:       308.49823 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1078.8300781250s, input_fired_time: 14.5442762375, output_fired_time: 14.9735660553, propagate_forward_time: 400.5094299316, propagate_backward_time: 635.1168823242, weight_update_time: 1.0949865580, other_time: 13.6859741211
epoch time: 84.2550811768s, input_fired_time: 1.8010776043, output_fired_time: 0.0000000000, propagate_forward_time: 80.0276870728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4263153076
validation[          , genome 18371] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       324.12250, best error:       308.49823 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1075.5104980469s, input_fired_time: 14.4876718521, output_fired_time: 14.8904199600, propagate_forward_time: 399.2470397949, propagate_backward_time: 633.2864990234, weight_update_time: 1.1009695530, other_time: 13.5988769531
epoch time: 83.9693527222s, input_fired_time: 1.7991925478, output_fired_time: 0.0000000000, propagate_forward_time: 79.7203063965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4498519897
validation[          , genome 18371] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       323.69296, best error:       308.49823 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1078.8905029297s, input_fired_time: 14.5389680862, output_fired_time: 14.9582395554, propagate_forward_time: 400.4364318848, propagate_backward_time: 635.2561645508, weight_update_time: 1.1012870073, other_time: 13.7007446289
epoch time: 84.0209655762s, input_fired_time: 1.8146864176, output_fired_time: 0.0000000000, propagate_forward_time: 79.7519226074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4543533325
validation[          , genome 18371] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       311.50601, best error:       308.49823 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1076.7166748047s, input_fired_time: 14.5126390457, output_fired_time: 14.9564952850, propagate_forward_time: 398.4613647461, propagate_backward_time: 635.1217651367, weight_update_time: 1.1023930311, other_time: 13.6643066406
epoch time: 84.5735092163s, input_fired_time: 1.8180587292, output_fired_time: 0.0000000000, propagate_forward_time: 80.3039779663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4514694214
validation[          , genome 18371] predictions:    9884/  10000 (98.84%), best:    9902/10000 (99.02%), error:       355.27042, best error:       308.49823 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1076.4631347656s, input_fired_time: 14.5109624863, output_fired_time: 14.8656978607, propagate_forward_time: 398.6773376465, propagate_backward_time: 634.7341918945, weight_update_time: 1.1016788483, other_time: 13.6748657227
epoch time: 83.9614715576s, input_fired_time: 1.7973741293, output_fired_time: 0.0000000000, propagate_forward_time: 79.7160797119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4480209351
validation[          , genome 18371] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       316.10782, best error:       308.49823 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1074.1511230469s, input_fired_time: 14.4917640686, output_fired_time: 14.8982343674, propagate_forward_time: 398.0576171875, propagate_backward_time: 633.0494995117, weight_update_time: 1.1055113077, other_time: 13.6539916992
epoch time: 84.0882492065s, input_fired_time: 1.8184597492, output_fired_time: 0.0000000000, propagate_forward_time: 79.8122711182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4575195313
validation[          , genome 18371] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       319.63571, best error:       308.49823 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1077.1868896484s, input_fired_time: 14.5763521194, output_fired_time: 14.9424858093, propagate_forward_time: 399.7106323242, propagate_backward_time: 634.2484130859, weight_update_time: 1.1142356396, other_time: 13.7090454102
epoch time: 84.1694793701s, input_fired_time: 1.8203657866, output_fired_time: 0.0000000000, propagate_forward_time: 79.8745269775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4745864868
validation[          , genome 18371] predictions:    9911/  10000 (99.11%), best:    9902/10000 (99.02%), error:       310.72421, best error:       308.49823 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1075.2608642578s, input_fired_time: 14.5465450287, output_fired_time: 14.9410467148, propagate_forward_time: 398.6925354004, propagate_backward_time: 633.3922729492, weight_update_time: 1.1040637493, other_time: 13.6885375977
epoch time: 84.4386978149s, input_fired_time: 1.8267476559, output_fired_time: 0.0000000000, propagate_forward_time: 80.1291275024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4828262329
validation[          , genome 18371] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       317.60782, best error:       308.49823 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1081.0043945313s, input_fired_time: 14.5665683746, output_fired_time: 15.0112428665, propagate_forward_time: 400.5513000488, propagate_backward_time: 637.0619506836, weight_update_time: 1.1018149853, other_time: 13.8134155273
epoch time: 83.6029510498s, input_fired_time: 1.8120944500, output_fired_time: 0.0000000000, propagate_forward_time: 79.2934036255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4974517822
validation[          , genome 18371] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       319.24649, best error:       308.49823 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1077.7829589844s, input_fired_time: 14.5293703079, output_fired_time: 14.9139909744, propagate_forward_time: 399.9886474609, propagate_backward_time: 634.6702270508, weight_update_time: 1.0992293358, other_time: 13.6807250977
epoch time: 83.8879318237s, input_fired_time: 1.8124269247, output_fired_time: 0.0000000000, propagate_forward_time: 79.6198501587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4556579590
validation[          , genome 18371] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       318.46048, best error:       308.49823 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1073.4316406250s, input_fired_time: 14.5159683228, output_fired_time: 14.9197731018, propagate_forward_time: 397.6132507324, propagate_backward_time: 632.7177734375, weight_update_time: 1.0966589451, other_time: 13.6647949219
epoch time: 84.0152359009s, input_fired_time: 1.8249958754, output_fired_time: 0.0000000000, propagate_forward_time: 79.7214889526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4687500000
validation[          , genome 18371] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       321.24640, best error:       308.49823 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1074.6296386719s, input_fired_time: 14.5273895264, output_fired_time: 14.9409627914, propagate_forward_time: 397.6789245605, propagate_backward_time: 633.7479248047, weight_update_time: 1.0970406532, other_time: 13.7344970703
epoch time: 83.3928909302s, input_fired_time: 1.8109824657, output_fired_time: 0.0000000000, propagate_forward_time: 79.1225967407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4593124390
validation[          , genome 18371] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       343.77969, best error:       308.49823 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1075.8940429688s, input_fired_time: 14.5128993988, output_fired_time: 14.9482154846, propagate_forward_time: 398.6069946289, propagate_backward_time: 634.0878906250, weight_update_time: 1.1102088690, other_time: 13.7379760742
epoch time: 83.8420257568s, input_fired_time: 1.8145718575, output_fired_time: 0.0000000000, propagate_forward_time: 79.5597534180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4676971436
validation[          , genome 18371] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       313.80566, best error:       308.49823 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1073.7962646484s, input_fired_time: 14.4994001389, output_fired_time: 14.8973360062, propagate_forward_time: 397.5107727051, propagate_backward_time: 633.1503295898, weight_update_time: 1.1073020697, other_time: 13.7384643555
epoch time: 84.6342468262s, input_fired_time: 1.8319550753, output_fired_time: 0.0000000000, propagate_forward_time: 80.3206100464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4816818237
validation[          , genome 18371] predictions:    9909/  10000 (99.09%), best:    9902/10000 (99.02%), error:       315.45285, best error:       308.49823 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1073.2145996094s, input_fired_time: 14.5039319992, output_fired_time: 14.8966608047, propagate_forward_time: 397.4349975586, propagate_backward_time: 632.6730346680, weight_update_time: 1.1072056293, other_time: 13.7060546875
epoch time: 84.0036468506s, input_fired_time: 1.8175579309, output_fired_time: 0.0000000000, propagate_forward_time: 79.7219085693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4641799927
validation[          , genome 18371] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       315.17130, best error:       308.49823 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1072.9306640625s, input_fired_time: 14.5032558441, output_fired_time: 14.9324388504, propagate_forward_time: 397.7627563477, propagate_backward_time: 631.9857177734, weight_update_time: 1.1071332693, other_time: 13.7463989258
epoch time: 84.0888137817s, input_fired_time: 1.8084465265, output_fired_time: 0.0000000000, propagate_forward_time: 79.8257598877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4546051025
validation[          , genome 18371] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       319.18750, best error:       308.49823 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1075.5147705078s, input_fired_time: 14.5247631073, output_fired_time: 14.9320888519, propagate_forward_time: 399.1309509277, propagate_backward_time: 633.2219848633, weight_update_time: 1.1061463356, other_time: 13.7048950195
epoch time: 84.6947860718s, input_fired_time: 1.8144669533, output_fired_time: 0.0000000000, propagate_forward_time: 80.4422225952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4380950928
validation[          , genome 18371] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       318.64175, best error:       308.49823 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1071.3447265625s, input_fired_time: 14.4974508286, output_fired_time: 14.8429374695, propagate_forward_time: 396.9303588867, propagate_backward_time: 631.3438720703, weight_update_time: 1.1067171097, other_time: 13.7301635742
epoch time: 82.8907699585s, input_fired_time: 1.7914724350, output_fired_time: 0.0000000000, propagate_forward_time: 78.6614151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4378814697
validation[          , genome 18371] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       316.85657, best error:       308.49823 on epoch:    73, 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: 418.8331298828s, input_fired_time: 9.0387353897, output_fired_time: 0.0000000000, propagate_forward_time: 397.4503479004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.3440551758
best training[          , genome 18371] predictions:   50000/  50000 (100.00%), best:    9902/10000 (99.02%), error:       111.36483, best error:       308.49823 on epoch:    73, 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: 84.3879852295s, input_fired_time: 1.8009046316, output_fired_time: 0.0000000000, propagate_forward_time: 80.1543502808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4327316284
   testing[          , genome 18371] predictions:    9908/  10000 (99.08%), best:    9902/10000 (99.02%), error:       269.13757, best error:       308.49823 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:26:18 (5096): called boinc_finish(0)

</stderr_txt>
]]>