Nameexact_genome_1509103842_22_17806_0
Workunit2279346
Created29 Oct 2017, 15:36:49 UTC
Sent29 Oct 2017, 16:20:29 UTC
Report deadline19 Dec 2017, 5:26:34 UTC
Received3 Nov 2017, 16:45:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 4 hours 25 min 53 sec
CPU time1 days 4 hours 19 min 20 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.48 MB
Peak swap size175.40 MB
Peak disk usage6.75 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 930.7844238281s, input_fired_time: 9.1677951813, output_fired_time: 9.5857753754, propagate_forward_time: 350.0462341309, propagate_backward_time: 552.2111816406, weight_update_time: 1.0522264242, other_time: 9.7734375000
epoch time: 74.8127441406s, input_fired_time: 1.1405493021, output_fired_time: 0.0000000000, propagate_forward_time: 72.0221557617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6500396729
validation[          , genome 17806] predictions:    9803/  10000 (98.03%), best:    9833/10000 (98.33%), error:       684.13226, best error:       533.62854 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 934.3173217773s, input_fired_time: 9.1683320999, output_fired_time: 9.6028547287, propagate_forward_time: 351.9078369141, propagate_backward_time: 553.8736572266, weight_update_time: 1.0605126619, other_time: 9.7646484375
epoch time: 74.2662734985s, input_fired_time: 1.1438781023, output_fired_time: 0.0000000000, propagate_forward_time: 71.4170913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7053070068
validation[          , genome 17806] predictions:    9828/  10000 (98.28%), best:    9833/10000 (98.33%), error:       551.97070, best error:       533.62854 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 922.4211425781s, input_fired_time: 9.0956087112, output_fired_time: 9.5325403214, propagate_forward_time: 346.0117187500, propagate_backward_time: 548.0516357422, weight_update_time: 1.0404876471, other_time: 9.7296752930
epoch time: 73.3275146484s, input_fired_time: 1.1391878128, output_fired_time: 0.0000000000, propagate_forward_time: 70.5055923462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6827316284
validation[          , genome 17806] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       562.61932, best error:       533.62854 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 929.0289916992s, input_fired_time: 9.1203393936, output_fired_time: 9.5590791702, propagate_forward_time: 349.7642822266, propagate_backward_time: 550.9281005859, weight_update_time: 1.0461963415, other_time: 9.6571655273
epoch time: 72.1076278687s, input_fired_time: 1.1267925501, output_fired_time: 0.0000000000, propagate_forward_time: 69.2880783081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6927566528
validation[          , genome 17806] predictions:    9831/  10000 (98.31%), best:    9833/10000 (98.33%), error:       566.55798, best error:       533.62854 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 931.2731933594s, input_fired_time: 9.1520252228, output_fired_time: 9.5802688599, propagate_forward_time: 351.1136779785, propagate_backward_time: 551.7875976563, weight_update_time: 1.0453338623, other_time: 9.6396484375
epoch time: 73.6969070435s, input_fired_time: 1.1382899284, output_fired_time: 0.0000000000, propagate_forward_time: 70.8629302979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6956863403
validation[          , genome 17806] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       478.41629, best error:       478.41629 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 934.6280517578s, input_fired_time: 9.1858692169, output_fired_time: 9.5972881317, propagate_forward_time: 352.9622802734, propagate_backward_time: 553.1322021484, weight_update_time: 1.0569347143, other_time: 9.7504272461
epoch time: 72.7803878784s, input_fired_time: 1.1287229061, output_fired_time: 0.0000000000, propagate_forward_time: 70.0184326172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6332321167
validation[          , genome 17806] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       460.90372, best error:       460.90372 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 934.6279296875s, input_fired_time: 9.1348285675, output_fired_time: 9.5735273361, propagate_forward_time: 353.1999206543, propagate_backward_time: 553.1253662109, weight_update_time: 1.0417971611, other_time: 9.5942382813
epoch time: 74.2236175537s, input_fired_time: 1.1299685240, output_fired_time: 0.0000000000, propagate_forward_time: 71.4634857178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6301651001
validation[          , genome 17806] predictions:    9837/  10000 (98.37%), best:    9862/10000 (98.62%), error:       491.79449, best error:       460.90372 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 931.9019165039s, input_fired_time: 9.1359033585, output_fired_time: 9.5815315247, propagate_forward_time: 350.9997863770, propagate_backward_time: 552.4649658203, weight_update_time: 1.0516910553, other_time: 9.7197265625
epoch time: 74.2373962402s, input_fired_time: 1.1341096163, output_fired_time: 0.0000000000, propagate_forward_time: 71.4635543823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6397323608
validation[          , genome 17806] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       460.82571, best error:       460.82571 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 933.0358886719s, input_fired_time: 9.1201791763, output_fired_time: 9.5835361481, propagate_forward_time: 352.1416015625, propagate_backward_time: 552.5980224609, weight_update_time: 1.0480525494, other_time: 9.5925292969
epoch time: 71.7160873413s, input_fired_time: 1.1255025864, output_fired_time: 0.0000000000, propagate_forward_time: 68.8422546387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7483291626
validation[          , genome 17806] predictions:    9851/  10000 (98.51%), best:    9850/10000 (98.50%), error:       476.03568, best error:       460.82571 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 934.4103393555s, input_fired_time: 9.1559514999, output_fired_time: 9.5925855637, propagate_forward_time: 352.0295410156, propagate_backward_time: 553.9861450195, weight_update_time: 1.0516427755, other_time: 9.6461181641
epoch time: 73.4522628784s, input_fired_time: 1.1298366785, output_fired_time: 0.0000000000, propagate_forward_time: 70.6704559326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6519699097
validation[          , genome 17806] predictions:    9791/  10000 (97.91%), best:    9850/10000 (98.50%), error:       641.09790, best error:       460.82571 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 925.7867431641s, input_fired_time: 9.1078433990, output_fired_time: 9.5656661987, propagate_forward_time: 347.7086181641, propagate_backward_time: 549.7435302734, weight_update_time: 1.0417910814, other_time: 9.6610717773
epoch time: 74.5784988403s, input_fired_time: 1.1407184601, output_fired_time: 0.0000000000, propagate_forward_time: 71.8194274902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6183547974
validation[          , genome 17806] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       448.89511, best error:       448.89511 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 938.1763305664s, input_fired_time: 9.1841192245, output_fired_time: 9.6160316467, propagate_forward_time: 354.1588745117, propagate_backward_time: 555.5682373047, weight_update_time: 1.0501588583, other_time: 9.6490478516
epoch time: 73.9471817017s, input_fired_time: 1.1334818602, output_fired_time: 0.0000000000, propagate_forward_time: 71.1528930664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6608047485
validation[          , genome 17806] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       454.18759, best error:       448.89511 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 928.8471069336s, input_fired_time: 9.1193361282, output_fired_time: 9.5846767426, propagate_forward_time: 348.8106384277, propagate_backward_time: 551.6483154297, weight_update_time: 1.0413579941, other_time: 9.6842041016
epoch time: 74.7018356323s, input_fired_time: 1.1579186916, output_fired_time: 0.0000000000, propagate_forward_time: 71.8326339722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7112808228
validation[          , genome 17806] predictions:    9849/  10000 (98.49%), best:    9857/10000 (98.57%), error:       485.44717, best error:       448.89511 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 936.7186279297s, input_fired_time: 9.1855049133, output_fired_time: 9.6104793549, propagate_forward_time: 354.8820495605, propagate_backward_time: 553.2854614258, weight_update_time: 1.0675417185, other_time: 9.7551879883
epoch time: 74.3171310425s, input_fired_time: 1.1478871107, output_fired_time: 0.0000000000, propagate_forward_time: 71.4723587036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6968841553
validation[          , genome 17806] predictions:    9850/  10000 (98.50%), best:    9857/10000 (98.57%), error:       494.24591, best error:       448.89511 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 930.6012573242s, input_fired_time: 9.1286382675, output_fired_time: 9.5855617523, propagate_forward_time: 350.4243774414, propagate_backward_time: 551.8691406250, weight_update_time: 1.0411478281, other_time: 9.5935058594
epoch time: 73.9114227295s, input_fired_time: 1.1411114931, output_fired_time: 0.0000000000, propagate_forward_time: 71.0807189941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6895904541
validation[          , genome 17806] predictions:    9859/  10000 (98.59%), best:    9857/10000 (98.57%), error:       459.81924, best error:       448.89511 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 935.9479370117s, input_fired_time: 9.1696500778, output_fired_time: 9.6029615402, propagate_forward_time: 352.9953002930, propagate_backward_time: 554.5072631836, weight_update_time: 1.0554955006, other_time: 9.6727294922
epoch time: 73.8564529419s, input_fired_time: 1.1542661190, output_fired_time: 0.0000000000, propagate_forward_time: 71.0317687988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6704177856
validation[          , genome 17806] predictions:    9859/  10000 (98.59%), best:    9857/10000 (98.57%), error:       450.87332, best error:       448.89511 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 934.4618530273s, input_fired_time: 9.1784648895, output_fired_time: 9.5942754745, propagate_forward_time: 352.1993103027, propagate_backward_time: 553.7880249023, weight_update_time: 1.0551146269, other_time: 9.7017211914
epoch time: 75.2898559570s, input_fired_time: 1.1668856144, output_fired_time: 0.0000000000, propagate_forward_time: 72.4343643188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6886062622
validation[          , genome 17806] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       505.50922, best error:       448.89511 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 940.5081176758s, input_fired_time: 9.1739673615, output_fired_time: 9.6093988419, propagate_forward_time: 355.9609985352, propagate_backward_time: 556.2770996094, weight_update_time: 1.0494496822, other_time: 9.4866943359
epoch time: 73.7885131836s, input_fired_time: 1.1373742819, output_fired_time: 0.0000000000, propagate_forward_time: 71.0032196045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6479187012
validation[          , genome 17806] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       472.14032, best error:       448.89511 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 930.1795654297s, input_fired_time: 9.1661844254, output_fired_time: 9.6000699997, propagate_forward_time: 349.7055053711, propagate_backward_time: 551.9235229492, weight_update_time: 1.0563125610, other_time: 9.7842407227
epoch time: 73.6034774780s, input_fired_time: 1.1391055584, output_fired_time: 0.0000000000, propagate_forward_time: 70.7738876343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6904830933
validation[          , genome 17806] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       386.39035, best error:       386.39035 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 925.5420532227s, input_fired_time: 9.1254863739, output_fired_time: 9.5669260025, propagate_forward_time: 347.8267211914, propagate_backward_time: 549.3294067383, weight_update_time: 1.0414270163, other_time: 9.6934814453
epoch time: 74.0420150757s, input_fired_time: 1.1455788612, output_fired_time: 0.0000000000, propagate_forward_time: 71.1806640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7157745361
validation[          , genome 17806] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       397.33704, best error:       386.39035 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 936.1071777344s, input_fired_time: 9.2136631012, output_fired_time: 9.6253948212, propagate_forward_time: 353.2279052734, propagate_backward_time: 554.2786865234, weight_update_time: 1.0628836155, other_time: 9.7615356445
epoch time: 73.6504592896s, input_fired_time: 1.1263277531, output_fired_time: 0.0000000000, propagate_forward_time: 70.9367294312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5874023438
validation[          , genome 17806] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       379.43896, best error:       379.43896 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 935.6644897461s, input_fired_time: 9.1916904449, output_fired_time: 9.5923967361, propagate_forward_time: 353.0508117676, propagate_backward_time: 554.1969604492, weight_update_time: 1.0511051416, other_time: 9.6326293945
epoch time: 74.2467575073s, input_fired_time: 1.1340688467, output_fired_time: 0.0000000000, propagate_forward_time: 71.4990692139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6136169434
validation[          , genome 17806] predictions:    9866/  10000 (98.66%), best:    9871/10000 (98.71%), error:       411.82080, best error:       379.43896 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 937.2465209961s, input_fired_time: 9.2014970779, output_fired_time: 9.6173019409, propagate_forward_time: 353.2420043945, propagate_backward_time: 555.5636596680, weight_update_time: 1.0473716259, other_time: 9.6220703125
epoch time: 74.1134719849s, input_fired_time: 1.1341718435, output_fired_time: 0.0000000000, propagate_forward_time: 71.3179702759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6613311768
validation[          , genome 17806] predictions:    9855/  10000 (98.55%), best:    9871/10000 (98.71%), error:       516.21533, best error:       379.43896 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 936.5443725586s, input_fired_time: 9.2047948837, output_fired_time: 9.6102228165, propagate_forward_time: 353.7761535645, propagate_backward_time: 554.2670898438, weight_update_time: 1.0557038784, other_time: 9.6861572266
epoch time: 73.8655700684s, input_fired_time: 1.1470973492, output_fired_time: 0.0000000000, propagate_forward_time: 71.0819320679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6365432739
validation[          , genome 17806] predictions:    9855/  10000 (98.55%), best:    9871/10000 (98.71%), error:       483.20569, best error:       379.43896 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 930.5999755859s, input_fired_time: 9.1858406067, output_fired_time: 9.5781288147, propagate_forward_time: 350.0737304688, propagate_backward_time: 552.0173339844, weight_update_time: 1.0474354029, other_time: 9.7449340820
epoch time: 75.0218048096s, input_fired_time: 1.1536511183, output_fired_time: 0.0000000000, propagate_forward_time: 72.1615753174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7065811157
validation[          , genome 17806] predictions:    9857/  10000 (98.57%), best:    9871/10000 (98.71%), error:       443.50537, best error:       379.43896 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 935.6900024414s, input_fired_time: 9.1765232086, output_fired_time: 9.5930271149, propagate_forward_time: 352.9266052246, propagate_backward_time: 554.4268798828, weight_update_time: 1.0428938866, other_time: 9.5670166016
epoch time: 74.1862716675s, input_fired_time: 1.1239362955, output_fired_time: 0.0000000000, propagate_forward_time: 71.4550476074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6072845459
validation[          , genome 17806] predictions:    9877/  10000 (98.77%), best:    9871/10000 (98.71%), error:       411.10358, best error:       379.43896 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 931.5518798828s, input_fired_time: 9.1826744080, output_fired_time: 9.5754489899, propagate_forward_time: 351.4867553711, propagate_backward_time: 551.5689697266, weight_update_time: 1.0563448668, other_time: 9.7380371094
epoch time: 73.9933319092s, input_fired_time: 1.1358994246, output_fired_time: 0.0000000000, propagate_forward_time: 71.2582015991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5992279053
validation[          , genome 17806] predictions:    9797/  10000 (97.97%), best:    9871/10000 (98.71%), error:       633.25122, best error:       379.43896 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 934.4313964844s, input_fired_time: 9.1969861984, output_fired_time: 9.6036281586, propagate_forward_time: 351.8203430176, propagate_backward_time: 554.0919799805, weight_update_time: 1.0534380674, other_time: 9.7184448242
epoch time: 73.8283996582s, input_fired_time: 1.1259223223, output_fired_time: 0.0000000000, propagate_forward_time: 71.1100082397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924682617
validation[          , genome 17806] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       377.89154, best error:       377.89154 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 933.0105590820s, input_fired_time: 9.1735591888, output_fired_time: 9.5755100250, propagate_forward_time: 352.2482910156, propagate_backward_time: 552.3317871094, weight_update_time: 1.0528774261, other_time: 9.6813964844
epoch time: 74.0654067993s, input_fired_time: 1.1327279806, output_fired_time: 0.0000000000, propagate_forward_time: 71.2975311279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6351470947
validation[          , genome 17806] predictions:    9878/  10000 (98.78%), best:    9871/10000 (98.71%), error:       379.60373, best error:       377.89154 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 931.6619262695s, input_fired_time: 9.1269960403, output_fired_time: 9.5743227005, propagate_forward_time: 350.8117675781, propagate_backward_time: 552.5588378906, weight_update_time: 1.0436377525, other_time: 9.5899658203
epoch time: 72.9693222046s, input_fired_time: 1.1278460026, output_fired_time: 0.0000000000, propagate_forward_time: 70.2293167114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6121597290
validation[          , genome 17806] predictions:    9865/  10000 (98.65%), best:    9871/10000 (98.71%), error:       468.53818, best error:       377.89154 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 934.1208496094s, input_fired_time: 9.2265949249, output_fired_time: 9.6066608429, propagate_forward_time: 351.8836975098, propagate_backward_time: 553.6576538086, weight_update_time: 1.0463888645, other_time: 9.7461547852
epoch time: 73.5564498901s, input_fired_time: 1.1394472122, output_fired_time: 0.0000000000, propagate_forward_time: 70.7602005005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6567993164
validation[          , genome 17806] predictions:    9880/  10000 (98.80%), best:    9871/10000 (98.71%), error:       379.80606, best error:       377.89154 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 930.3301391602s, input_fired_time: 9.2127952576, output_fired_time: 9.5517063141, propagate_forward_time: 349.9222106934, propagate_backward_time: 552.0219116211, weight_update_time: 1.0405049324, other_time: 9.6215209961
epoch time: 73.7591018677s, input_fired_time: 1.1460001469, output_fired_time: 0.0000000000, propagate_forward_time: 70.9023361206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7107620239
validation[          , genome 17806] predictions:    9878/  10000 (98.78%), best:    9871/10000 (98.71%), error:       403.38525, best error:       377.89154 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 933.7155151367s, input_fired_time: 9.2021741867, output_fired_time: 9.5836963654, propagate_forward_time: 351.7164001465, propagate_backward_time: 553.5471801758, weight_update_time: 1.0486804247, other_time: 9.6660766602
epoch time: 71.2908935547s, input_fired_time: 1.1713162661, output_fired_time: 0.0000000000, propagate_forward_time: 68.2688064575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8507690430
validation[          , genome 17806] predictions:    9866/  10000 (98.66%), best:    9871/10000 (98.71%), error:       397.34970, best error:       377.89154 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 931.3579711914s, input_fired_time: 9.1747894287, output_fired_time: 9.5852441788, propagate_forward_time: 350.6280517578, propagate_backward_time: 552.3070678711, weight_update_time: 1.0433150530, other_time: 9.6627807617
epoch time: 73.8208770752s, input_fired_time: 1.1506915092, output_fired_time: 0.0000000000, propagate_forward_time: 70.9686660767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7015228271
validation[          , genome 17806] predictions:    9826/  10000 (98.26%), best:    9871/10000 (98.71%), error:       630.41125, best error:       377.89154 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 939.5917968750s, input_fired_time: 9.1906766891, output_fired_time: 9.6099243164, propagate_forward_time: 355.5621337891, propagate_backward_time: 555.6359252930, weight_update_time: 1.0517891645, other_time: 9.5931396484
epoch time: 73.0631713867s, input_fired_time: 1.1316778660, output_fired_time: 0.0000000000, propagate_forward_time: 70.3031005859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6283950806
validation[          , genome 17806] predictions:    9830/  10000 (98.30%), best:    9871/10000 (98.71%), error:       516.13702, best error:       377.89154 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 935.3327026367s, input_fired_time: 9.1824483871, output_fired_time: 9.6089925766, propagate_forward_time: 352.5050354004, propagate_backward_time: 554.4705810547, weight_update_time: 1.0405925512, other_time: 9.5656738281
epoch time: 73.8652954102s, input_fired_time: 1.1415164471, output_fired_time: 0.0000000000, propagate_forward_time: 71.0335998535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6901779175
validation[          , genome 17806] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       359.43909, best error:       359.43909 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 935.8889770508s, input_fired_time: 9.2131271362, output_fired_time: 9.5732316971, propagate_forward_time: 353.4243164063, propagate_backward_time: 554.1102905273, weight_update_time: 1.0435134172, other_time: 9.5679931641
epoch time: 74.5803375244s, input_fired_time: 1.1492371559, output_fired_time: 0.0000000000, propagate_forward_time: 71.7398147583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6912841797
validation[          , genome 17806] predictions:    9877/  10000 (98.77%), best:    9887/10000 (98.87%), error:       394.91763, best error:       359.43909 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 938.3168334961s, input_fired_time: 9.2426042557, output_fired_time: 9.6256189346, propagate_forward_time: 354.7453918457, propagate_backward_time: 555.0549926758, weight_update_time: 1.0535682440, other_time: 9.6482543945
epoch time: 74.9609298706s, input_fired_time: 1.1547112465, output_fired_time: 0.0000000000, propagate_forward_time: 72.0872192383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7190017700
validation[          , genome 17806] predictions:    9862/  10000 (98.62%), best:    9887/10000 (98.87%), error:       393.68155, best error:       359.43909 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 934.7758789063s, input_fired_time: 9.1909217834, output_fired_time: 9.5925216675, propagate_forward_time: 352.8587341309, propagate_backward_time: 553.5137939453, weight_update_time: 1.0484410524, other_time: 9.6198730469
epoch time: 73.5264511108s, input_fired_time: 1.1643455029, output_fired_time: 0.0000000000, propagate_forward_time: 70.6604537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7016525269
validation[          , genome 17806] predictions:    9863/  10000 (98.63%), best:    9887/10000 (98.87%), error:       431.38614, best error:       359.43909 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 928.5913085938s, input_fired_time: 9.1921091080, output_fired_time: 9.5660657883, propagate_forward_time: 349.3748168945, propagate_backward_time: 550.6559448242, weight_update_time: 1.0503184795, other_time: 9.8023681641
epoch time: 73.2932968140s, input_fired_time: 1.1608768702, output_fired_time: 0.0000000000, propagate_forward_time: 70.3997344971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7326889038
validation[          , genome 17806] predictions:    9870/  10000 (98.70%), best:    9887/10000 (98.87%), error:       410.27856, best error:       359.43909 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 939.3123168945s, input_fired_time: 9.2255640030, output_fired_time: 9.5965614319, propagate_forward_time: 355.7695617676, propagate_backward_time: 555.1813354492, weight_update_time: 1.0512793064, other_time: 9.5392456055
epoch time: 73.9740371704s, input_fired_time: 1.1460734606, output_fired_time: 0.0000000000, propagate_forward_time: 71.1552658081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6726989746
validation[          , genome 17806] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       356.23871, best error:       356.23871 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 938.5402221680s, input_fired_time: 9.2281150818, output_fired_time: 9.6074657440, propagate_forward_time: 355.1564941406, propagate_backward_time: 555.0021972656, weight_update_time: 1.0416887999, other_time: 9.5459594727
epoch time: 74.2029190063s, input_fired_time: 1.1536955833, output_fired_time: 0.0000000000, propagate_forward_time: 71.3865051270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6627197266
validation[          , genome 17806] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       349.93527, best error:       349.93527 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 941.7451171875s, input_fired_time: 9.2739143372, output_fired_time: 9.6331043243, propagate_forward_time: 355.7146911621, propagate_backward_time: 557.4992065430, weight_update_time: 1.0486388206, other_time: 9.6242065430
epoch time: 71.7874603271s, input_fired_time: 1.1567492485, output_fired_time: 0.0000000000, propagate_forward_time: 68.8343887329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7963256836
validation[          , genome 17806] predictions:    9890/  10000 (98.90%), best:    9887/10000 (98.87%), error:       367.97522, best error:       349.93527 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 931.7495117188s, input_fired_time: 9.1955175400, output_fired_time: 9.5683822632, propagate_forward_time: 350.9615783691, propagate_backward_time: 552.4133911133, weight_update_time: 1.0373500586, other_time: 9.6106567383
epoch time: 73.1898193359s, input_fired_time: 1.1394431591, output_fired_time: 0.0000000000, propagate_forward_time: 70.3902359009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6601409912
validation[          , genome 17806] predictions:    9880/  10000 (98.80%), best:    9887/10000 (98.87%), error:       388.67566, best error:       349.93527 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 934.3417358398s, input_fired_time: 9.1912260056, output_fired_time: 9.5880117416, propagate_forward_time: 353.0026245117, propagate_backward_time: 552.8748168945, weight_update_time: 1.0520813465, other_time: 9.6850585938
epoch time: 73.8760223389s, input_fired_time: 1.1358079910, output_fired_time: 0.0000000000, propagate_forward_time: 71.1469726563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5932388306
validation[          , genome 17806] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       338.72653, best error:       338.72653 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 938.6109008789s, input_fired_time: 9.2558126450, output_fired_time: 9.6231851578, propagate_forward_time: 352.8592834473, propagate_backward_time: 557.1875610352, weight_update_time: 1.0462157726, other_time: 9.6851196289
epoch time: 74.1395263672s, input_fired_time: 1.1517187357, output_fired_time: 0.0000000000, propagate_forward_time: 71.3139190674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6738891602
validation[          , genome 17806] predictions:    9870/  10000 (98.70%), best:    9901/10000 (99.01%), error:       435.20343, best error:       338.72653 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 939.7078857422s, input_fired_time: 9.2927560806, output_fired_time: 9.6783647537, propagate_forward_time: 355.2192077637, propagate_backward_time: 555.7046508789, weight_update_time: 1.0600878000, other_time: 9.8129272461
epoch time: 73.7422103882s, input_fired_time: 1.1443744898, output_fired_time: 0.0000000000, propagate_forward_time: 70.9695892334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6282501221
validation[          , genome 17806] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       339.96112, best error:       338.72653 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 938.4777832031s, input_fired_time: 9.2174596786, output_fired_time: 9.5837650299, propagate_forward_time: 355.5439453125, propagate_backward_time: 554.5890502930, weight_update_time: 1.0448164940, other_time: 9.5435791016
epoch time: 73.4028472900s, input_fired_time: 1.1413049698, output_fired_time: 0.0000000000, propagate_forward_time: 70.5889892578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6725540161
validation[          , genome 17806] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       347.67007, best error:       338.72653 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 929.0949707031s, input_fired_time: 9.2054853439, output_fired_time: 9.5862255096, propagate_forward_time: 350.0032043457, propagate_backward_time: 550.5835571289, weight_update_time: 1.0436105728, other_time: 9.7164916992
epoch time: 73.2034225464s, input_fired_time: 1.1445008516, output_fired_time: 0.0000000000, propagate_forward_time: 70.4510955811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6078262329
validation[          , genome 17806] predictions:    9882/  10000 (98.82%), best:    9901/10000 (99.01%), error:       395.36929, best error:       338.72653 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 933.8886108398s, input_fired_time: 9.1688432693, output_fired_time: 9.5968704224, propagate_forward_time: 353.1390686035, propagate_backward_time: 552.5215454102, weight_update_time: 1.0337849855, other_time: 9.4623413086
epoch time: 73.8689041138s, input_fired_time: 1.1519674063, output_fired_time: 0.0000000000, propagate_forward_time: 70.9857177734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7312164307
validation[          , genome 17806] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       340.61325, best error:       338.72653 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 936.5745849609s, input_fired_time: 9.1998376846, output_fired_time: 9.5966978073, propagate_forward_time: 353.7575073242, propagate_backward_time: 554.4654541016, weight_update_time: 1.0484433174, other_time: 9.5551147461
epoch time: 71.0740509033s, input_fired_time: 1.1416651011, output_fired_time: 0.0000000000, propagate_forward_time: 68.1769790649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7554092407
validation[          , genome 17806] predictions:    9887/  10000 (98.87%), best:    9901/10000 (99.01%), error:       360.36533, best error:       338.72653 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 927.8325195313s, input_fired_time: 9.2048368454, output_fired_time: 9.5652675629, propagate_forward_time: 348.6366882324, propagate_backward_time: 550.6224365234, weight_update_time: 1.0467903614, other_time: 9.8033447266
epoch time: 74.0370483398s, input_fired_time: 1.1526392698, output_fired_time: 0.0000000000, propagate_forward_time: 71.1738281250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7105789185
validation[          , genome 17806] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       353.21304, best error:       338.72653 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 935.1046752930s, input_fired_time: 9.2705297470, output_fired_time: 9.6099319458, propagate_forward_time: 352.9626159668, propagate_backward_time: 553.5220947266, weight_update_time: 1.0539431572, other_time: 9.7395019531
epoch time: 71.1760559082s, input_fired_time: 1.1522669792, output_fired_time: 0.0000000000, propagate_forward_time: 68.2681427002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7556457520
validation[          , genome 17806] predictions:    9873/  10000 (98.73%), best:    9901/10000 (99.01%), error:       387.62149, best error:       338.72653 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 938.1610107422s, input_fired_time: 9.3257513046, output_fired_time: 9.6750364304, propagate_forward_time: 353.5218811035, propagate_backward_time: 555.7312011719, weight_update_time: 1.0641337633, other_time: 9.9071044922
epoch time: 73.3966674805s, input_fired_time: 1.1390306950, output_fired_time: 0.0000000000, propagate_forward_time: 70.5926589966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6649780273
validation[          , genome 17806] predictions:    9865/  10000 (98.65%), best:    9901/10000 (99.01%), error:       398.53973, best error:       338.72653 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 936.5268554688s, input_fired_time: 9.1969118118, output_fired_time: 9.5840139389, propagate_forward_time: 354.0836486816, propagate_backward_time: 554.1423950195, weight_update_time: 1.0439260006, other_time: 9.5199584961
epoch time: 74.1302261353s, input_fired_time: 1.1473077536, output_fired_time: 0.0000000000, propagate_forward_time: 71.3472290039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6356887817
validation[          , genome 17806] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       355.06357, best error:       338.72653 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 937.2482299805s, input_fired_time: 9.1738576889, output_fired_time: 9.5954046249, propagate_forward_time: 354.1888427734, propagate_backward_time: 554.8087158203, weight_update_time: 1.0417575836, other_time: 9.4814453125
epoch time: 74.6565933228s, input_fired_time: 1.1618808508, output_fired_time: 0.0000000000, propagate_forward_time: 71.8177947998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6769180298
validation[          , genome 17806] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       342.71136, best error:       338.72653 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 937.5946044922s, input_fired_time: 9.2391424179, output_fired_time: 9.6121711731, propagate_forward_time: 354.3248291016, propagate_backward_time: 554.8038330078, weight_update_time: 1.0508056879, other_time: 9.6146240234
epoch time: 74.5903701782s, input_fired_time: 1.1797753572, output_fired_time: 0.0000000000, propagate_forward_time: 71.7047042847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7058868408
validation[          , genome 17806] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       340.28250, best error:       338.72653 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 934.5400390625s, input_fired_time: 9.2251768112, output_fired_time: 9.5675716400, propagate_forward_time: 353.1458129883, propagate_backward_time: 552.9398803711, weight_update_time: 1.0482704639, other_time: 9.6616210938
epoch time: 64.1508636475s, input_fired_time: 1.1420098543, output_fired_time: 0.0000000000, propagate_forward_time: 61.0334587097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9753952026
validation[          , genome 17806] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       348.63257, best error:       338.72653 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 934.1807861328s, input_fired_time: 9.2343053818, output_fired_time: 9.5706920624, propagate_forward_time: 353.6943054199, propagate_backward_time: 552.0728759766, weight_update_time: 1.0425299406, other_time: 9.6086425781
epoch time: 74.4299697876s, input_fired_time: 1.1721173525, output_fired_time: 0.0000000000, propagate_forward_time: 71.5395660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7182846069
validation[          , genome 17806] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       356.65948, best error:       338.72653 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 933.9083251953s, input_fired_time: 9.2902841568, output_fired_time: 9.6178808212, propagate_forward_time: 351.3461608887, propagate_backward_time: 553.7375488281, weight_update_time: 1.0611933470, other_time: 9.9165039063
epoch time: 73.9945983887s, input_fired_time: 1.1572701931, output_fired_time: 0.0000000000, propagate_forward_time: 71.1404647827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6968612671
validation[          , genome 17806] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       334.54755, best error:       334.54755 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 933.6508789063s, input_fired_time: 9.2201776505, output_fired_time: 9.5749435425, propagate_forward_time: 351.9660339355, propagate_backward_time: 553.2872314453, weight_update_time: 1.0457607508, other_time: 9.6025390625
epoch time: 72.6692733765s, input_fired_time: 1.1557885408, output_fired_time: 0.0000000000, propagate_forward_time: 69.8493499756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6641311646
validation[          , genome 17806] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       333.74240, best error:       333.74240 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 934.4719848633s, input_fired_time: 9.1849279404, output_fired_time: 9.5887041092, propagate_forward_time: 352.3417358398, propagate_backward_time: 553.9440917969, weight_update_time: 1.0329182148, other_time: 9.4125366211
epoch time: 73.2695159912s, input_fired_time: 1.1477150917, output_fired_time: 0.0000000000, propagate_forward_time: 70.5138854980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6079177856
validation[          , genome 17806] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       331.43765, best error:       331.43765 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 930.6650390625s, input_fired_time: 9.1886005402, output_fired_time: 9.5790710449, propagate_forward_time: 351.3028259277, propagate_backward_time: 550.9854125977, weight_update_time: 1.0447052717, other_time: 9.6090698242
epoch time: 69.1828994751s, input_fired_time: 1.1502037048, output_fired_time: 0.0000000000, propagate_forward_time: 66.2364349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7962646484
validation[          , genome 17806] predictions:    9870/  10000 (98.70%), best:    9894/10000 (98.94%), error:       412.59445, best error:       331.43765 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 936.9150390625s, input_fired_time: 9.2549200058, output_fired_time: 9.5869121552, propagate_forward_time: 354.2666931152, propagate_backward_time: 554.2817993164, weight_update_time: 1.0414606333, other_time: 9.5247192383
epoch time: 73.8610534668s, input_fired_time: 1.1583479643, output_fired_time: 0.0000000000, propagate_forward_time: 70.9993362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7033691406
validation[          , genome 17806] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       331.38010, best error:       331.38010 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 938.6401367188s, input_fired_time: 9.2888822556, output_fired_time: 9.6129140854, propagate_forward_time: 354.9302062988, propagate_backward_time: 555.1442871094, weight_update_time: 1.0464620590, other_time: 9.6638183594
epoch time: 72.9493560791s, input_fired_time: 1.1702400446, output_fired_time: 0.0000000000, propagate_forward_time: 70.0660858154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7130279541
validation[          , genome 17806] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       358.28848, best error:       331.38010 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 924.8306884766s, input_fired_time: 9.2147893906, output_fired_time: 9.5415782928, propagate_forward_time: 346.5338745117, propagate_backward_time: 549.7812500000, weight_update_time: 1.0444695950, other_time: 9.7592163086
epoch time: 73.7530136108s, input_fired_time: 1.1538281441, output_fired_time: 0.0000000000, propagate_forward_time: 70.9859237671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6132583618
validation[          , genome 17806] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       341.23767, best error:       331.38010 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 940.5539550781s, input_fired_time: 9.2588291168, output_fired_time: 9.6100826263, propagate_forward_time: 356.2322998047, propagate_backward_time: 555.9026489258, weight_update_time: 1.0550945997, other_time: 9.5500488281
epoch time: 74.6743850708s, input_fired_time: 1.1614363194, output_fired_time: 0.0000000000, propagate_forward_time: 71.8207702637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6921768188
validation[          , genome 17806] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       348.70490, best error:       331.38010 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 939.1072387695s, input_fired_time: 9.2463293076, output_fired_time: 9.5844535828, propagate_forward_time: 354.5193481445, propagate_backward_time: 556.3297729492, weight_update_time: 1.0364655256, other_time: 9.4273071289
epoch time: 73.8892135620s, input_fired_time: 1.1840302944, output_fired_time: 0.0000000000, propagate_forward_time: 71.0017547607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7034301758
validation[          , genome 17806] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       348.26434, best error:       331.38010 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 933.3432617188s, input_fired_time: 9.2149581909, output_fired_time: 9.5492191315, propagate_forward_time: 353.3017578125, propagate_backward_time: 551.6931762695, weight_update_time: 1.0469559431, other_time: 9.5841674805
epoch time: 74.2495498657s, input_fired_time: 1.1429066658, output_fired_time: 0.0000000000, propagate_forward_time: 71.4993057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6073379517
validation[          , genome 17806] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       335.67963, best error:       331.38010 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 941.6685791016s, input_fired_time: 9.2406597137, output_fired_time: 9.6302137375, propagate_forward_time: 356.9335021973, propagate_backward_time: 556.4046630859, weight_update_time: 1.0413097143, other_time: 9.4595947266
epoch time: 73.6607284546s, input_fired_time: 1.1634933949, output_fired_time: 0.0000000000, propagate_forward_time: 70.8512802124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6459579468
validation[          , genome 17806] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       336.70996, best error:       331.38010 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 940.0296020508s, input_fired_time: 9.3117856979, output_fired_time: 9.6383695602, propagate_forward_time: 355.0794982910, propagate_backward_time: 556.2620849609, weight_update_time: 1.0560179949, other_time: 9.7379150391
epoch time: 73.6989135742s, input_fired_time: 1.1501519680, output_fired_time: 0.0000000000, propagate_forward_time: 70.8812255859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6675338745
validation[          , genome 17806] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       344.96078, best error:       331.38010 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 931.6258544922s, input_fired_time: 9.2818012238, output_fired_time: 9.6146335602, propagate_forward_time: 350.5567016602, propagate_backward_time: 552.3652954102, weight_update_time: 1.0535191298, other_time: 9.8074340820
epoch time: 67.2747039795s, input_fired_time: 1.1219165325, output_fired_time: 0.0000000000, propagate_forward_time: 64.3656387329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7871475220
validation[          , genome 17806] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       339.71100, best error:       331.38010 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 939.7606201172s, input_fired_time: 9.2849626541, output_fired_time: 9.6480779648, propagate_forward_time: 355.7256774902, propagate_backward_time: 555.4160766602, weight_update_time: 1.0547416210, other_time: 9.6858520508
epoch time: 74.1248092651s, input_fired_time: 1.1640655994, output_fired_time: 0.0000000000, propagate_forward_time: 71.2651062012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6956405640
validation[          , genome 17806] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       341.85913, best error:       331.38010 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 932.5968627930s, input_fired_time: 9.2403287888, output_fired_time: 9.5983715057, propagate_forward_time: 351.3578186035, propagate_backward_time: 552.7578125000, weight_update_time: 1.0446932316, other_time: 9.6424560547
epoch time: 67.0906982422s, input_fired_time: 1.1421008110, output_fired_time: 0.0000000000, propagate_forward_time: 64.0871734619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8614273071
validation[          , genome 17806] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       336.58572, best error:       331.38010 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 930.9604492188s, input_fired_time: 9.2214822769, output_fired_time: 9.5742540359, propagate_forward_time: 350.5959472656, propagate_backward_time: 551.9741210938, weight_update_time: 1.0392913818, other_time: 9.5946044922
epoch time: 73.5448608398s, input_fired_time: 1.1529403925, output_fired_time: 0.0000000000, propagate_forward_time: 70.7640533447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6278686523
validation[          , genome 17806] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       346.21320, best error:       331.38010 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 934.6121826172s, input_fired_time: 9.2853736877, output_fired_time: 9.6010875702, propagate_forward_time: 352.7284240723, propagate_backward_time: 553.1765747070, weight_update_time: 1.0587922335, other_time: 9.8207397461
epoch time: 73.1731491089s, input_fired_time: 1.1368962526, output_fired_time: 0.0000000000, propagate_forward_time: 70.4155120850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6207427979
validation[          , genome 17806] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       327.78735, best error:       327.78735 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 939.3599853516s, input_fired_time: 9.2709722519, output_fired_time: 9.5829267502, propagate_forward_time: 355.8517456055, propagate_backward_time: 555.1455078125, weight_update_time: 1.0471683741, other_time: 9.5087890625
epoch time: 73.8769683838s, input_fired_time: 1.1557750702, output_fired_time: 0.0000000000, propagate_forward_time: 71.0740661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6471252441
validation[          , genome 17806] predictions:    9894/  10000 (98.94%), best:    9898/10000 (98.98%), error:       335.09470, best error:       327.78735 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 928.3145141602s, input_fired_time: 9.2464895248, output_fired_time: 9.5638284683, propagate_forward_time: 348.8613891602, propagate_backward_time: 550.9176635742, weight_update_time: 1.0396572351, other_time: 9.7251586914
epoch time: 68.5924530029s, input_fired_time: 1.1329971552, output_fired_time: 0.0000000000, propagate_forward_time: 65.6951065063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7643508911
validation[          , genome 17806] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       346.39508, best error:       327.78735 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 934.7504272461s, input_fired_time: 9.3054103851, output_fired_time: 9.6144561768, propagate_forward_time: 352.4936523438, propagate_backward_time: 553.5513916016, weight_update_time: 1.0594085455, other_time: 9.7855224609
epoch time: 73.2111434937s, input_fired_time: 1.1686133146, output_fired_time: 0.0000000000, propagate_forward_time: 70.3059234619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7366104126
validation[          , genome 17806] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       329.49701, best error:       327.78735 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 928.6898803711s, input_fired_time: 9.2039146423, output_fired_time: 9.5692586899, propagate_forward_time: 349.5498962402, propagate_backward_time: 550.6774291992, weight_update_time: 1.0469676256, other_time: 9.6893920898
epoch time: 75.3800048828s, input_fired_time: 1.1836309433, output_fired_time: 0.0000000000, propagate_forward_time: 72.5323638916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6640090942
validation[          , genome 17806] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       339.11801, best error:       327.78735 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 935.5288696289s, input_fired_time: 9.2557163239, output_fired_time: 9.6158771515, propagate_forward_time: 353.1502380371, propagate_backward_time: 553.9216918945, weight_update_time: 1.0410778522, other_time: 9.5852661133
epoch time: 75.5513458252s, input_fired_time: 1.1694456339, output_fired_time: 0.0000000000, propagate_forward_time: 72.7594757080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6224212646
validation[          , genome 17806] predictions:    9890/  10000 (98.90%), best:    9898/10000 (98.98%), error:       346.88837, best error:       327.78735 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 932.3680419922s, input_fired_time: 9.2846746445, output_fired_time: 9.6087131500, propagate_forward_time: 351.1864624023, propagate_backward_time: 552.5922851563, weight_update_time: 1.0465962887, other_time: 9.6959228516
epoch time: 74.3105697632s, input_fired_time: 1.1583516598, output_fired_time: 0.0000000000, propagate_forward_time: 71.5004272461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6517944336
validation[          , genome 17806] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       335.14523, best error:       327.78735 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 933.5892944336s, input_fired_time: 9.2596149445, output_fired_time: 9.6117544174, propagate_forward_time: 352.1571655273, propagate_backward_time: 552.8540039063, weight_update_time: 1.0523567200, other_time: 9.7067260742
epoch time: 74.2375946045s, input_fired_time: 1.1697335243, output_fired_time: 0.0000000000, propagate_forward_time: 71.3524703979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7153930664
validation[          , genome 17806] predictions:    9906/  10000 (99.06%), best:    9898/10000 (98.98%), error:       334.99478, best error:       327.78735 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 930.8363037109s, input_fired_time: 9.2043542862, output_fired_time: 9.5682525635, propagate_forward_time: 351.0354614258, propagate_backward_time: 551.4788818359, weight_update_time: 1.0391680002, other_time: 9.5493774414
epoch time: 71.4947280884s, input_fired_time: 1.1539092064, output_fired_time: 0.0000000000, propagate_forward_time: 68.5954055786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7454147339
validation[          , genome 17806] predictions:    9902/  10000 (99.02%), best:    9898/10000 (98.98%), error:       333.80145, best error:       327.78735 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 934.6394042969s, input_fired_time: 9.2384452820, output_fired_time: 9.6039171219, propagate_forward_time: 353.1852722168, propagate_backward_time: 553.0263061523, weight_update_time: 1.0439645052, other_time: 9.5853881836
epoch time: 73.3597030640s, input_fired_time: 1.1560504436, output_fired_time: 0.0000000000, propagate_forward_time: 70.5608978271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6427536011
validation[          , genome 17806] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       335.81668, best error:       327.78735 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 945.7061157227s, input_fired_time: 9.3092985153, output_fired_time: 9.6697206497, propagate_forward_time: 358.2905883789, propagate_backward_time: 558.7934570313, weight_update_time: 1.0586059093, other_time: 9.6430053711
epoch time: 74.4471359253s, input_fired_time: 1.1670832634, output_fired_time: 0.0000000000, propagate_forward_time: 71.5748138428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7052383423
validation[          , genome 17806] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       352.60220, best error:       327.78735 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: 365.0920410156s, input_fired_time: 5.8092379570, output_fired_time: 0.0000000000, propagate_forward_time: 350.7365417480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.5462646484
best training[          , genome 17806] predictions:   49999/  50000 (100.00%), best:    9898/10000 (98.98%), error:        93.20219, best error:       327.78735 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: 74.4563522339s, input_fired_time: 1.1468696594, output_fired_time: 0.0000000000, propagate_forward_time: 71.6761856079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6332931519
   testing[          , genome 17806] predictions:    9913/  10000 (99.13%), best:    9898/10000 (98.98%), error:       299.37198, best error:       327.78735 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:45:14 (4772): called boinc_finish(0)

</stderr_txt>
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