Nameexact_genome_1509103842_25_17545_1
Workunit2278087
Created29 Oct 2017, 6:53:47 UTC
Sent29 Oct 2017, 7:58:05 UTC
Report deadline27 Dec 2017, 12:23:45 UTC
Received3 Nov 2017, 14:21:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 9 hours 11 min 21 sec
CPU time1 days 9 hours 5 min 53 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.80 MB
Peak swap size177.25 MB
Peak disk usage7.12 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 80.3270492554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2422714233
validation[          , genome 17545] predictions:    9831/  10000 (98.31%), best:    9842/10000 (98.42%), error:       539.87811, best error:       484.95462 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1074.3831787109s, input_fired_time: 12.7029905319, output_fired_time: 13.2989921570, propagate_forward_time: 403.4957580566, propagate_backward_time: 632.2731323242, weight_update_time: 1.1357524395, other_time: 12.6123657227
epoch time: 84.4962463379s, input_fired_time: 1.5643681288, output_fired_time: 0.0000000000, propagate_forward_time: 80.6736602783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2582168579
validation[          , genome 17545] predictions:    9830/  10000 (98.30%), best:    9842/10000 (98.42%), error:       565.32928, best error:       484.95462 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1071.9949951172s, input_fired_time: 12.7200479507, output_fired_time: 13.3066358566, propagate_forward_time: 401.8571472168, propagate_backward_time: 631.4825439453, weight_update_time: 1.1355918646, other_time: 12.6285400391
epoch time: 83.7466201782s, input_fired_time: 1.5530155897, output_fired_time: 0.0000000000, propagate_forward_time: 79.9508819580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2427215576
validation[          , genome 17545] predictions:    9848/  10000 (98.48%), best:    9842/10000 (98.42%), error:       495.21783, best error:       484.95462 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1069.7762451172s, input_fired_time: 12.6826391220, output_fired_time: 13.2318553925, propagate_forward_time: 401.0590820313, propagate_backward_time: 630.1946411133, weight_update_time: 1.1372961998, other_time: 12.6080932617
epoch time: 84.0102157593s, input_fired_time: 1.5522040129, output_fired_time: 0.0000000000, propagate_forward_time: 80.2323913574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2256240845
validation[          , genome 17545] predictions:    9843/  10000 (98.43%), best:    9842/10000 (98.42%), error:       534.65808, best error:       484.95462 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1072.1435546875s, input_fired_time: 12.7316379547, output_fired_time: 13.2702836990, propagate_forward_time: 402.2725830078, propagate_backward_time: 631.2833251953, weight_update_time: 1.1304869652, other_time: 12.5856933594
epoch time: 84.4154281616s, input_fired_time: 1.5699170828, output_fired_time: 0.0000000000, propagate_forward_time: 80.6059570313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2395553589
validation[          , genome 17545] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       484.68259, best error:       484.68259 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1071.9107666016s, input_fired_time: 12.7203283310, output_fired_time: 13.2242250443, propagate_forward_time: 402.9281616211, propagate_backward_time: 630.4479980469, weight_update_time: 1.1290557384, other_time: 12.5900268555
epoch time: 83.9995040894s, input_fired_time: 1.5725157261, output_fired_time: 0.0000000000, propagate_forward_time: 80.1896972656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2372894287
validation[          , genome 17545] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       424.90201, best error:       424.90201 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1072.6516113281s, input_fired_time: 12.7470026016, output_fired_time: 13.2731637955, propagate_forward_time: 403.1809692383, propagate_backward_time: 630.7884521484, weight_update_time: 1.1378916502, other_time: 12.6620483398
epoch time: 85.0781631470s, input_fired_time: 1.5731896162, output_fired_time: 0.0000000000, propagate_forward_time: 81.2865219116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2184524536
validation[          , genome 17545] predictions:    9834/  10000 (98.34%), best:    9858/10000 (98.58%), error:       556.30267, best error:       424.90201 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1074.0329589844s, input_fired_time: 12.7598648071, output_fired_time: 13.2731485367, propagate_forward_time: 403.2694091797, propagate_backward_time: 632.0885620117, weight_update_time: 1.1382974386, other_time: 12.6419067383
epoch time: 84.7906188965s, input_fired_time: 1.5687427521, output_fired_time: 0.0000000000, propagate_forward_time: 80.9982452393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2236328125
validation[          , genome 17545] predictions:    9806/  10000 (98.06%), best:    9858/10000 (98.58%), error:       636.96344, best error:       424.90201 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1072.0854492188s, input_fired_time: 12.7202005386, output_fired_time: 13.2505502701, propagate_forward_time: 402.8019714355, propagate_backward_time: 630.6996459961, weight_update_time: 1.1376732588, other_time: 12.6129760742
epoch time: 84.5252761841s, input_fired_time: 1.5751599073, output_fired_time: 0.0000000000, propagate_forward_time: 80.7075119019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2426071167
validation[          , genome 17545] predictions:    9787/  10000 (97.87%), best:    9858/10000 (98.58%), error:       683.33978, best error:       424.90201 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1071.0748291016s, input_fired_time: 12.7320213318, output_fired_time: 13.2193355560, propagate_forward_time: 402.5526123047, propagate_backward_time: 630.0035400391, weight_update_time: 1.1341210604, other_time: 12.5672607422
epoch time: 85.0801696777s, input_fired_time: 1.5762780905, output_fired_time: 0.0000000000, propagate_forward_time: 81.2897109985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2141799927
validation[          , genome 17545] predictions:    9791/  10000 (97.91%), best:    9858/10000 (98.58%), error:       664.89178, best error:       424.90201 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1076.3856201172s, input_fired_time: 12.8023080826, output_fired_time: 13.3355932236, propagate_forward_time: 404.1094360352, propagate_backward_time: 633.4906005859, weight_update_time: 1.1375558376, other_time: 12.6476440430
epoch time: 84.7011642456s, input_fired_time: 1.5831351280, output_fired_time: 0.0000000000, propagate_forward_time: 80.8600540161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2579727173
validation[          , genome 17545] predictions:    9837/  10000 (98.37%), best:    9858/10000 (98.58%), error:       526.61481, best error:       424.90201 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1081.0458984375s, input_fired_time: 12.8911161423, output_fired_time: 13.3973884583, propagate_forward_time: 405.9388122559, propagate_backward_time: 636.1317749023, weight_update_time: 1.1475025415, other_time: 12.6868286133
epoch time: 84.6886215210s, input_fired_time: 1.5911395550, output_fired_time: 0.0000000000, propagate_forward_time: 80.8466796875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2508010864
validation[          , genome 17545] predictions:    9869/  10000 (98.69%), best:    9858/10000 (98.58%), error:       457.36169, best error:       424.90201 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1084.7343750000s, input_fired_time: 12.9040422440, output_fired_time: 13.3905010223, propagate_forward_time: 407.7175292969, propagate_backward_time: 638.0077514648, weight_update_time: 1.1447894573, other_time: 12.7145385742
epoch time: 85.3025360107s, input_fired_time: 1.5948640108, output_fired_time: 0.0000000000, propagate_forward_time: 81.4454727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2621994019
validation[          , genome 17545] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       470.30646, best error:       424.90201 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1085.1619873047s, input_fired_time: 12.9388389587, output_fired_time: 13.4300022125, propagate_forward_time: 407.5012512207, propagate_backward_time: 638.5776977539, weight_update_time: 1.1491638422, other_time: 12.7141723633
epoch time: 85.6599502563s, input_fired_time: 1.5956257582, output_fired_time: 0.0000000000, propagate_forward_time: 81.8135528564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2507705688
validation[          , genome 17545] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       410.37579, best error:       410.37579 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1084.9813232422s, input_fired_time: 12.9492626190, output_fired_time: 13.4013538361, propagate_forward_time: 407.1871948242, propagate_backward_time: 638.6972045898, weight_update_time: 1.1508561373, other_time: 12.7463378906
epoch time: 85.5505371094s, input_fired_time: 1.5963063240, output_fired_time: 0.0000000000, propagate_forward_time: 81.6836853027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2705459595
validation[          , genome 17545] predictions:    9857/  10000 (98.57%), best:    9869/10000 (98.69%), error:       455.78680, best error:       410.37579 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1091.1657714844s, input_fired_time: 12.9931478500, output_fired_time: 13.4864387512, propagate_forward_time: 410.1956787109, propagate_backward_time: 641.7252197266, weight_update_time: 1.1474794149, other_time: 12.7652587891
epoch time: 85.5774002075s, input_fired_time: 1.6114708185, output_fired_time: 0.0000000000, propagate_forward_time: 81.6858062744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2801208496
validation[          , genome 17545] predictions:    9853/  10000 (98.53%), best:    9869/10000 (98.69%), error:       471.23108, best error:       410.37579 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1098.9995117188s, input_fired_time: 13.1027250290, output_fired_time: 13.5643329620, propagate_forward_time: 412.2109375000, propagate_backward_time: 647.2568969727, weight_update_time: 1.1587401628, other_time: 12.8645629883
epoch time: 87.2256469727s, input_fired_time: 1.6295219660, output_fired_time: 0.0000000000, propagate_forward_time: 83.3142929077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2818298340
validation[          , genome 17545] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       449.92722, best error:       410.37579 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1105.5667724609s, input_fired_time: 13.1962432861, output_fired_time: 13.6642436981, propagate_forward_time: 415.3826904297, propagate_backward_time: 650.3767700195, weight_update_time: 1.1646392345, other_time: 12.9468383789
epoch time: 87.1503219604s, input_fired_time: 1.6267552376, output_fired_time: 0.0000000000, propagate_forward_time: 83.2225341797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3010330200
validation[          , genome 17545] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       402.11557, best error:       402.11557 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1106.8018798828s, input_fired_time: 13.1890926361, output_fired_time: 13.6957206726, propagate_forward_time: 415.3390808105, propagate_backward_time: 651.5541381836, weight_update_time: 1.1662130356, other_time: 13.0238647461
epoch time: 87.4243774414s, input_fired_time: 1.6422473192, output_fired_time: 0.0000000000, propagate_forward_time: 83.4335403442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3485870361
validation[          , genome 17545] predictions:    9848/  10000 (98.48%), best:    9871/10000 (98.71%), error:       484.24017, best error:       402.11557 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1113.5750732422s, input_fired_time: 13.3118324280, output_fired_time: 13.7769832611, propagate_forward_time: 418.6900939941, propagate_backward_time: 654.8297729492, weight_update_time: 1.1731085777, other_time: 12.9663696289
epoch time: 88.0484313965s, input_fired_time: 1.6402945518, output_fired_time: 0.0000000000, propagate_forward_time: 84.0912933350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3168411255
validation[          , genome 17545] predictions:    9863/  10000 (98.63%), best:    9871/10000 (98.71%), error:       419.79819, best error:       402.11557 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1118.8652343750s, input_fired_time: 13.3579673767, output_fired_time: 13.8478221893, propagate_forward_time: 420.0119323730, propagate_backward_time: 658.6136474609, weight_update_time: 1.1814457178, other_time: 13.0339355469
epoch time: 88.2446212769s, input_fired_time: 1.6512759924, output_fired_time: 0.0000000000, propagate_forward_time: 84.2542343140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3391113281
validation[          , genome 17545] predictions:    9797/  10000 (97.97%), best:    9871/10000 (98.71%), error:       669.79742, best error:       402.11557 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1120.7313232422s, input_fired_time: 13.3470354080, output_fired_time: 13.8646221161, propagate_forward_time: 419.8509216309, propagate_backward_time: 660.5702514648, weight_update_time: 1.1705614328, other_time: 13.0984497070
epoch time: 87.7215652466s, input_fired_time: 1.6388517618, output_fired_time: 0.0000000000, propagate_forward_time: 83.7685394287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3141708374
validation[          , genome 17545] predictions:    9846/  10000 (98.46%), best:    9871/10000 (98.71%), error:       500.98260, best error:       402.11557 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1123.1169433594s, input_fired_time: 13.3944692612, output_fired_time: 13.9065551758, propagate_forward_time: 421.7510986328, propagate_backward_time: 660.9799194336, weight_update_time: 1.1851412058, other_time: 13.0848999023
epoch time: 88.5141372681s, input_fired_time: 1.6506812572, output_fired_time: 0.0000000000, propagate_forward_time: 84.5691452026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2943115234
validation[          , genome 17545] predictions:    9873/  10000 (98.73%), best:    9871/10000 (98.71%), error:       428.52490, best error:       402.11557 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1123.7358398438s, input_fired_time: 13.3935918808, output_fired_time: 13.9186458588, propagate_forward_time: 421.8726501465, propagate_backward_time: 661.4351806641, weight_update_time: 1.1843982935, other_time: 13.1157226563
epoch time: 88.5299148560s, input_fired_time: 1.6600662470, output_fired_time: 0.0000000000, propagate_forward_time: 84.5509338379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3189163208
validation[          , genome 17545] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       389.34299, best error:       389.34299 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1128.8264160156s, input_fired_time: 13.4300413132, output_fired_time: 13.9179191589, propagate_forward_time: 423.8094177246, propagate_backward_time: 664.5270385742, weight_update_time: 1.1835359335, other_time: 13.1419067383
epoch time: 88.7256774902s, input_fired_time: 1.6717693806, output_fired_time: 0.0000000000, propagate_forward_time: 84.7155990601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3383102417
validation[          , genome 17545] predictions:    9862/  10000 (98.62%), best:    9874/10000 (98.74%), error:       464.92215, best error:       389.34299 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1132.3153076172s, input_fired_time: 13.4984188080, output_fired_time: 13.9469881058, propagate_forward_time: 424.6238708496, propagate_backward_time: 667.0779418945, weight_update_time: 1.1928837299, other_time: 13.1680297852
epoch time: 89.3562393188s, input_fired_time: 1.6768347025, output_fired_time: 0.0000000000, propagate_forward_time: 85.3246612549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3547439575
validation[          , genome 17545] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       405.98010, best error:       389.34299 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1131.4399414063s, input_fired_time: 13.5508241653, output_fired_time: 14.0305709839, propagate_forward_time: 424.7391052246, propagate_backward_time: 665.9057006836, weight_update_time: 1.1823620796, other_time: 13.2138061523
epoch time: 87.7123947144s, input_fired_time: 1.6581561565, output_fired_time: 0.0000000000, propagate_forward_time: 83.7295684814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3246688843
validation[          , genome 17545] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       427.95383, best error:       389.34299 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1131.3685302734s, input_fired_time: 13.5128097534, output_fired_time: 13.9613981247, propagate_forward_time: 425.1978454590, propagate_backward_time: 665.5469360352, weight_update_time: 1.1880776882, other_time: 13.1494750977
epoch time: 90.1388702393s, input_fired_time: 1.6901670694, output_fired_time: 0.0000000000, propagate_forward_time: 86.1122512817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3364486694
validation[          , genome 17545] predictions:    9878/  10000 (98.78%), best:    9874/10000 (98.74%), error:       419.62488, best error:       389.34299 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1136.3426513672s, input_fired_time: 13.5405654907, output_fired_time: 14.0441675186, propagate_forward_time: 426.0849304199, propagate_backward_time: 669.4672851563, weight_update_time: 1.1948159933, other_time: 13.2056884766
epoch time: 89.4856109619s, input_fired_time: 1.6764205694, output_fired_time: 0.0000000000, propagate_forward_time: 85.4617538452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3474349976
validation[          , genome 17545] predictions:    9846/  10000 (98.46%), best:    9874/10000 (98.74%), error:       530.64966, best error:       389.34299 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1134.2261962891s, input_fired_time: 13.5105724335, output_fired_time: 14.0507898331, propagate_forward_time: 424.8023071289, propagate_backward_time: 668.7064208984, weight_update_time: 1.1889771223, other_time: 13.1560668945
epoch time: 89.6567306519s, input_fired_time: 1.6784876585, output_fired_time: 0.0000000000, propagate_forward_time: 85.6124114990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3658294678
validation[          , genome 17545] predictions:    9877/  10000 (98.77%), best:    9874/10000 (98.74%), error:       393.88092, best error:       389.34299 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1132.9237060547s, input_fired_time: 13.5356292725, output_fired_time: 14.0297098160, propagate_forward_time: 426.6227416992, propagate_backward_time: 665.4833374023, weight_update_time: 1.2006694078, other_time: 13.2523193359
epoch time: 90.3070907593s, input_fired_time: 1.6871030331, output_fired_time: 0.0000000000, propagate_forward_time: 86.2807159424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3392715454
validation[          , genome 17545] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       371.09467, best error:       371.09467 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1140.4197998047s, input_fired_time: 13.6443901062, output_fired_time: 14.1232776642, propagate_forward_time: 428.1666870117, propagate_backward_time: 671.2088012695, weight_update_time: 1.2048856020, other_time: 13.2766113281
epoch time: 88.7131576538s, input_fired_time: 1.6744990349, output_fired_time: 0.0000000000, propagate_forward_time: 84.6987228394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3399353027
validation[          , genome 17545] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       369.93915, best error:       369.93915 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1138.2181396484s, input_fired_time: 13.5980234146, output_fired_time: 14.0750989914, propagate_forward_time: 426.8035888672, propagate_backward_time: 670.4631958008, weight_update_time: 1.2009953260, other_time: 13.2782592773
epoch time: 90.1025314331s, input_fired_time: 1.6995687485, output_fired_time: 0.0000000000, propagate_forward_time: 86.0341339111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3688278198
validation[          , genome 17545] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       349.90518, best error:       349.90518 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1145.3471679688s, input_fired_time: 13.7028141022, output_fired_time: 14.1486959457, propagate_forward_time: 429.9047546387, propagate_backward_time: 674.2915039063, weight_update_time: 1.2100855112, other_time: 13.2994384766
epoch time: 89.6618423462s, input_fired_time: 1.6839473248, output_fired_time: 0.0000000000, propagate_forward_time: 85.6360244751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3418731689
validation[          , genome 17545] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       363.36554, best error:       349.90518 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1142.3189697266s, input_fired_time: 13.6737642288, output_fired_time: 14.1260356903, propagate_forward_time: 429.0048828125, propagate_backward_time: 672.2461547852, weight_update_time: 1.2014997005, other_time: 13.2682495117
epoch time: 90.1164016724s, input_fired_time: 1.6905744076, output_fired_time: 0.0000000000, propagate_forward_time: 86.0608978271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3649291992
validation[          , genome 17545] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       376.20853, best error:       349.90518 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1141.3846435547s, input_fired_time: 13.6855411530, output_fired_time: 14.1542749405, propagate_forward_time: 428.9934997559, propagate_backward_time: 671.2086181641, weight_update_time: 1.2023298740, other_time: 13.3426513672
epoch time: 91.2355728149s, input_fired_time: 1.7038687468, output_fired_time: 0.0000000000, propagate_forward_time: 87.1503143311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3813934326
validation[          , genome 17545] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       353.16870, best error:       349.90518 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1145.9130859375s, input_fired_time: 13.7231216431, output_fired_time: 14.1454486847, propagate_forward_time: 429.9137268066, propagate_backward_time: 674.8051757813, weight_update_time: 1.2083226442, other_time: 13.3255615234
epoch time: 90.9516830444s, input_fired_time: 1.7100541592, output_fired_time: 0.0000000000, propagate_forward_time: 86.8599853516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3816452026
validation[          , genome 17545] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       366.44965, best error:       349.90518 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1147.9255371094s, input_fired_time: 13.7431564331, output_fired_time: 14.1601314545, propagate_forward_time: 431.4080505371, propagate_backward_time: 675.2897949219, weight_update_time: 1.2004082203, other_time: 13.3243408203
epoch time: 90.2932128906s, input_fired_time: 1.7081375122, output_fired_time: 0.0000000000, propagate_forward_time: 86.2151870728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3698883057
validation[          , genome 17545] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       393.71692, best error:       349.90518 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1149.9155273438s, input_fired_time: 13.7818670273, output_fired_time: 14.1621789932, propagate_forward_time: 431.3572692871, propagate_backward_time: 677.2679443359, weight_update_time: 1.2076236010, other_time: 13.3461914063
epoch time: 91.1120986938s, input_fired_time: 1.7035558224, output_fired_time: 0.0000000000, propagate_forward_time: 87.0457763672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3627700806
validation[          , genome 17545] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       381.67749, best error:       349.90518 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1139.0656738281s, input_fired_time: 13.6393966675, output_fired_time: 14.0905036926, propagate_forward_time: 427.5930786133, propagate_backward_time: 670.5108642578, weight_update_time: 1.1991990805, other_time: 13.2318725586
epoch time: 88.4960479736s, input_fired_time: 1.6638587713, output_fired_time: 0.0000000000, propagate_forward_time: 84.5231857300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3090057373
validation[          , genome 17545] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       379.94031, best error:       349.90518 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1102.3521728516s, input_fired_time: 13.2119350433, output_fired_time: 13.6206703186, propagate_forward_time: 414.3392333984, propagate_backward_time: 648.3223876953, weight_update_time: 1.1670049429, other_time: 12.8579101563
epoch time: 85.7649154663s, input_fired_time: 1.6250338554, output_fired_time: 0.0000000000, propagate_forward_time: 81.8591384888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2807464600
validation[          , genome 17545] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       351.36578, best error:       349.90518 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1087.5943603516s, input_fired_time: 13.0553255081, output_fired_time: 13.4422760010, propagate_forward_time: 408.4560852051, propagate_backward_time: 639.9287719727, weight_update_time: 1.1445424557, other_time: 12.7119750977
epoch time: 84.7460632324s, input_fired_time: 1.6061373949, output_fired_time: 0.0000000000, propagate_forward_time: 80.8922271729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2476959229
validation[          , genome 17545] predictions:    9841/  10000 (98.41%), best:    9892/10000 (98.92%), error:       539.03076, best error:       349.90518 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1083.5969238281s, input_fired_time: 13.0272207260, output_fired_time: 13.3910417557, propagate_forward_time: 406.6903686523, propagate_backward_time: 637.7758789063, weight_update_time: 1.1424808502, other_time: 12.7124633789
epoch time: 85.3541030884s, input_fired_time: 1.6019681692, output_fired_time: 0.0000000000, propagate_forward_time: 81.5184860229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2336502075
validation[          , genome 17545] predictions:    9875/  10000 (98.75%), best:    9892/10000 (98.92%), error:       381.41461, best error:       349.90518 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1082.9910888672s, input_fired_time: 13.0207147598, output_fired_time: 13.3641424179, propagate_forward_time: 407.0368041992, propagate_backward_time: 636.8753662109, weight_update_time: 1.1505119801, other_time: 12.6940307617
epoch time: 85.3043060303s, input_fired_time: 1.6165659428, output_fired_time: 0.0000000000, propagate_forward_time: 81.4322967529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2554397583
validation[          , genome 17545] predictions:    9869/  10000 (98.69%), best:    9892/10000 (98.92%), error:       402.67444, best error:       349.90518 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1084.4851074219s, input_fired_time: 13.0079193115, output_fired_time: 13.4152994156, propagate_forward_time: 407.8831176758, propagate_backward_time: 637.5051879883, weight_update_time: 1.1388398409, other_time: 12.6735839844
epoch time: 84.8958435059s, input_fired_time: 1.6114478111, output_fired_time: 0.0000000000, propagate_forward_time: 81.0255279541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2588653564
validation[          , genome 17545] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       331.26233, best error:       331.26233 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1080.1260986328s, input_fired_time: 13.0375452042, output_fired_time: 13.3800706863, propagate_forward_time: 406.1929016113, propagate_backward_time: 634.7679443359, weight_update_time: 1.1388508081, other_time: 12.7475585938
epoch time: 85.1420822144s, input_fired_time: 1.6135653257, output_fired_time: 0.0000000000, propagate_forward_time: 81.2345428467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2939758301
validation[          , genome 17545] predictions:    9865/  10000 (98.65%), best:    9905/10000 (99.05%), error:       450.79352, best error:       331.26233 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1077.9262695313s, input_fired_time: 13.0036420822, output_fired_time: 13.3782415390, propagate_forward_time: 404.6133728027, propagate_backward_time: 634.0156860352, weight_update_time: 1.1587327719, other_time: 12.9152221680
epoch time: 85.0354080200s, input_fired_time: 1.6083202362, output_fired_time: 0.0000000000, propagate_forward_time: 81.1476821899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2794036865
validation[          , genome 17545] predictions:    9885/  10000 (98.85%), best:    9905/10000 (99.05%), error:       372.71213, best error:       331.26233 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1078.7524414063s, input_fired_time: 13.0178804398, output_fired_time: 13.4206209183, propagate_forward_time: 404.4866333008, propagate_backward_time: 634.9641723633, weight_update_time: 1.1528418064, other_time: 12.8631591797
epoch time: 85.0832214355s, input_fired_time: 1.6215482950, output_fired_time: 0.0000000000, propagate_forward_time: 81.1681671143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2935028076
validation[          , genome 17545] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       353.78754, best error:       331.26233 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1081.1480712891s, input_fired_time: 13.0481042862, output_fired_time: 13.4394054413, propagate_forward_time: 405.7033386230, propagate_backward_time: 636.0403442383, weight_update_time: 1.1524009705, other_time: 12.9168090820
epoch time: 85.4167327881s, input_fired_time: 1.6245886087, output_fired_time: 0.0000000000, propagate_forward_time: 81.4996414185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2925033569
validation[          , genome 17545] predictions:    9869/  10000 (98.69%), best:    9905/10000 (99.05%), error:       412.03534, best error:       331.26233 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1078.9632568359s, input_fired_time: 13.0188331604, output_fired_time: 13.3631286621, propagate_forward_time: 404.7343139648, propagate_backward_time: 635.0043945313, weight_update_time: 1.1562699080, other_time: 12.8425903320
epoch time: 84.3405380249s, input_fired_time: 1.6081160307, output_fired_time: 0.0000000000, propagate_forward_time: 80.4569778442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2754440308
validation[          , genome 17545] predictions:    9888/  10000 (98.88%), best:    9905/10000 (99.05%), error:       366.85715, best error:       331.26233 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1077.7087402344s, input_fired_time: 13.0114545822, output_fired_time: 13.3728389740, propagate_forward_time: 403.8195800781, propagate_backward_time: 634.6000366211, weight_update_time: 1.1555736065, other_time: 12.9048461914
epoch time: 85.1969909668s, input_fired_time: 1.6270737648, output_fired_time: 0.0000000000, propagate_forward_time: 81.2488021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3211135864
validation[          , genome 17545] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       324.44064, best error:       324.44064 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1077.5460205078s, input_fired_time: 13.0435771942, output_fired_time: 13.3301982880, propagate_forward_time: 404.3984375000, propagate_backward_time: 633.9181518555, weight_update_time: 1.1499730349, other_time: 12.8556518555
epoch time: 84.9300308228s, input_fired_time: 1.6202033758, output_fired_time: 0.0000000000, propagate_forward_time: 81.0415115356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2683181763
validation[          , genome 17545] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       366.43665, best error:       324.44064 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1075.7004394531s, input_fired_time: 13.0134487152, output_fired_time: 13.3058748245, propagate_forward_time: 403.8112487793, propagate_backward_time: 632.7088012695, weight_update_time: 1.1588438749, other_time: 12.8610229492
epoch time: 84.6087493896s, input_fired_time: 1.6076768637, output_fired_time: 0.0000000000, propagate_forward_time: 80.7259750366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2751007080
validation[          , genome 17545] predictions:    9903/  10000 (99.03%), best:    9899/10000 (98.99%), error:       328.66586, best error:       324.44064 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1076.2990722656s, input_fired_time: 13.0143861771, output_fired_time: 13.3261795044, propagate_forward_time: 404.1806335449, propagate_backward_time: 632.9483032227, weight_update_time: 1.1457054615, other_time: 12.8295288086
epoch time: 85.1032333374s, input_fired_time: 1.6253823042, output_fired_time: 0.0000000000, propagate_forward_time: 81.2073898315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2704620361
validation[          , genome 17545] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       336.35840, best error:       324.44064 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1073.7828369141s, input_fired_time: 13.0217380524, output_fired_time: 13.3151454926, propagate_forward_time: 402.5289611816, propagate_backward_time: 632.1023559570, weight_update_time: 1.1461801529, other_time: 12.8146362305
epoch time: 84.7322692871s, input_fired_time: 1.6227612495, output_fired_time: 0.0000000000, propagate_forward_time: 80.8041229248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3053817749
validation[          , genome 17545] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       342.62845, best error:       324.44064 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1074.4552001953s, input_fired_time: 13.0362730026, output_fired_time: 13.3175992966, propagate_forward_time: 403.5393371582, propagate_backward_time: 631.5390625000, weight_update_time: 1.1571606398, other_time: 13.0229492188
epoch time: 84.7259597778s, input_fired_time: 1.6265220642, output_fired_time: 0.0000000000, propagate_forward_time: 80.7903442383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3090972900
validation[          , genome 17545] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       308.89371, best error:       308.89371 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1075.0135498047s, input_fired_time: 13.0397615433, output_fired_time: 13.3375349045, propagate_forward_time: 403.5029907227, propagate_backward_time: 632.0803222656, weight_update_time: 1.1572420597, other_time: 13.0529174805
epoch time: 84.7495574951s, input_fired_time: 1.6215711832, output_fired_time: 0.0000000000, propagate_forward_time: 80.8352890015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2926940918
validation[          , genome 17545] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       328.69934, best error:       308.89371 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1075.3624267578s, input_fired_time: 13.0455760956, output_fired_time: 13.3298177719, propagate_forward_time: 403.4082946777, propagate_backward_time: 632.5149536133, weight_update_time: 1.1569401026, other_time: 13.0637817383
epoch time: 84.7667465210s, input_fired_time: 1.6235874891, output_fired_time: 0.0000000000, propagate_forward_time: 80.8535079956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2896499634
validation[          , genome 17545] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       336.06656, best error:       308.89371 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1076.3303222656s, input_fired_time: 13.0631265640, output_fired_time: 13.3645887375, propagate_forward_time: 403.8319396973, propagate_backward_time: 633.0928955078, weight_update_time: 1.1544052362, other_time: 12.9777832031
epoch time: 83.7855682373s, input_fired_time: 1.6092139482, output_fired_time: 0.0000000000, propagate_forward_time: 79.8713073730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3050460815
validation[          , genome 17545] predictions:    9904/  10000 (99.04%), best:    9909/10000 (99.09%), error:       319.99417, best error:       308.89371 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1076.0673828125s, input_fired_time: 13.0490427017, output_fired_time: 13.3243799210, propagate_forward_time: 403.4737243652, propagate_backward_time: 633.2306518555, weight_update_time: 1.1535013914, other_time: 12.9895629883
epoch time: 84.7382812500s, input_fired_time: 1.6211954355, output_fired_time: 0.0000000000, propagate_forward_time: 80.8168106079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3002777100
validation[          , genome 17545] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       327.58868, best error:       308.89371 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1075.5198974609s, input_fired_time: 13.0460271835, output_fired_time: 13.3799676895, propagate_forward_time: 403.3233642578, propagate_backward_time: 632.8209838867, weight_update_time: 1.1576544046, other_time: 12.9495239258
epoch time: 84.8034362793s, input_fired_time: 1.6174389124, output_fired_time: 0.0000000000, propagate_forward_time: 80.8635177612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3224792480
validation[          , genome 17545] predictions:    9892/  10000 (98.92%), best:    9909/10000 (99.09%), error:       348.42542, best error:       308.89371 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1075.6540527344s, input_fired_time: 13.0492496490, output_fired_time: 13.3616495132, propagate_forward_time: 403.6231079102, propagate_backward_time: 632.6111450195, weight_update_time: 1.1595549583, other_time: 13.0089111328
epoch time: 85.0497436523s, input_fired_time: 1.6350711584, output_fired_time: 0.0000000000, propagate_forward_time: 81.0985107422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3161621094
validation[          , genome 17545] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       303.51233, best error:       303.51233 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1076.7275390625s, input_fired_time: 13.0700540543, output_fired_time: 13.3468246460, propagate_forward_time: 403.6438903809, propagate_backward_time: 633.6263427734, weight_update_time: 1.1542724371, other_time: 13.0404052734
epoch time: 85.4154434204s, input_fired_time: 1.6263389587, output_fired_time: 0.0000000000, propagate_forward_time: 81.4653930664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3237152100
validation[          , genome 17545] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       334.00479, best error:       303.51233 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1073.9730224609s, input_fired_time: 13.0683088303, output_fired_time: 13.3020305634, propagate_forward_time: 402.7989807129, propagate_backward_time: 631.7366333008, weight_update_time: 1.1568325758, other_time: 13.0670776367
epoch time: 83.9663772583s, input_fired_time: 1.6252526045, output_fired_time: 0.0000000000, propagate_forward_time: 79.9940567017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3470687866
validation[          , genome 17545] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       312.40976, best error:       303.51233 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1076.8631591797s, input_fired_time: 13.0709562302, output_fired_time: 13.2985467911, propagate_forward_time: 404.4992065430, propagate_backward_time: 632.9742431641, weight_update_time: 1.1553175449, other_time: 13.0202026367
epoch time: 85.0498809814s, input_fired_time: 1.6291631460, output_fired_time: 0.0000000000, propagate_forward_time: 81.1386795044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2820358276
validation[          , genome 17545] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       318.17328, best error:       303.51233 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1076.7338867188s, input_fired_time: 13.0765085220, output_fired_time: 13.3119611740, propagate_forward_time: 403.7384948730, propagate_backward_time: 633.4965209961, weight_update_time: 1.1543843746, other_time: 13.1102905273
epoch time: 85.0172729492s, input_fired_time: 1.6253024340, output_fired_time: 0.0000000000, propagate_forward_time: 81.0714492798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3205184937
validation[          , genome 17545] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       323.47266, best error:       303.51233 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1076.1094970703s, input_fired_time: 13.1022596359, output_fired_time: 13.3465576172, propagate_forward_time: 404.4186706543, propagate_backward_time: 632.2614135742, weight_update_time: 1.1619585752, other_time: 12.9805297852
epoch time: 84.4191894531s, input_fired_time: 1.6201558113, output_fired_time: 0.0000000000, propagate_forward_time: 80.4700088501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3290252686
validation[          , genome 17545] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       306.47302, best error:       303.51233 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1076.1577148438s, input_fired_time: 13.1099643707, output_fired_time: 13.3719997406, propagate_forward_time: 404.0341796875, propagate_backward_time: 632.6211547852, weight_update_time: 1.1619105339, other_time: 13.0204467773
epoch time: 84.8002014160s, input_fired_time: 1.6252789497, output_fired_time: 0.0000000000, propagate_forward_time: 80.8595962524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3153228760
validation[          , genome 17545] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       321.47189, best error:       303.51233 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1076.9893798828s, input_fired_time: 13.0910596848, output_fired_time: 13.3678655624, propagate_forward_time: 404.8696289063, propagate_backward_time: 632.6509399414, weight_update_time: 1.1552693844, other_time: 13.0098266602
epoch time: 84.4798355103s, input_fired_time: 1.6238232851, output_fired_time: 0.0000000000, propagate_forward_time: 80.5531234741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3028869629
validation[          , genome 17545] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       326.12149, best error:       303.51233 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1076.3442382813s, input_fired_time: 13.0943984985, output_fired_time: 13.3678770065, propagate_forward_time: 403.6105957031, propagate_backward_time: 633.2210693359, weight_update_time: 1.1595249176, other_time: 13.0502929688
epoch time: 83.8793258667s, input_fired_time: 1.6174345016, output_fired_time: 0.0000000000, propagate_forward_time: 79.9366760254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3252182007
validation[          , genome 17545] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       321.96051, best error:       303.51233 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1076.4334716797s, input_fired_time: 13.0627250671, output_fired_time: 13.3784885406, propagate_forward_time: 403.9120483398, propagate_backward_time: 633.0493164063, weight_update_time: 1.1582553387, other_time: 13.0308227539
epoch time: 85.1752166748s, input_fired_time: 1.6243855953, output_fired_time: 0.0000000000, propagate_forward_time: 81.2314453125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3193893433
validation[          , genome 17545] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       318.69635, best error:       303.51233 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1076.7495117188s, input_fired_time: 13.0767555237, output_fired_time: 13.3817310333, propagate_forward_time: 403.8185729980, propagate_backward_time: 633.4797363281, weight_update_time: 1.1584970951, other_time: 12.9926757813
epoch time: 84.4130477905s, input_fired_time: 1.6266852617, output_fired_time: 0.0000000000, propagate_forward_time: 80.4604568481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3259048462
validation[          , genome 17545] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       319.06125, best error:       303.51233 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1076.0969238281s, input_fired_time: 13.0915403366, output_fired_time: 13.3385753632, propagate_forward_time: 404.6519775391, propagate_backward_time: 631.9921264648, weight_update_time: 1.1558820009, other_time: 13.0226440430
epoch time: 85.2660980225s, input_fired_time: 1.6328066587, output_fired_time: 0.0000000000, propagate_forward_time: 81.3409729004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2923202515
validation[          , genome 17545] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       325.24185, best error:       303.51233 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1077.3673095703s, input_fired_time: 13.1436910629, output_fired_time: 13.3890323639, propagate_forward_time: 403.9861450195, propagate_backward_time: 633.7318115234, weight_update_time: 1.1593976021, other_time: 13.1166381836
epoch time: 84.8694229126s, input_fired_time: 1.6266044378, output_fired_time: 0.0000000000, propagate_forward_time: 80.9315795898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3112411499
validation[          , genome 17545] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       320.26233, best error:       303.51233 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1076.6313476563s, input_fired_time: 13.0982370377, output_fired_time: 13.3280458450, propagate_forward_time: 403.5484313965, propagate_backward_time: 633.5895996094, weight_update_time: 1.1525899172, other_time: 13.0670166016
epoch time: 85.2163162231s, input_fired_time: 1.6300783157, output_fired_time: 0.0000000000, propagate_forward_time: 81.2876052856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2986297607
validation[          , genome 17545] predictions:    9906/  10000 (99.06%), best:    9905/10000 (99.05%), error:       306.41107, best error:       303.51233 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1077.1286621094s, input_fired_time: 13.0932788849, output_fired_time: 13.3393306732, propagate_forward_time: 404.5914306641, propagate_backward_time: 633.0601806641, weight_update_time: 1.1613888741, other_time: 13.0444335938
epoch time: 84.7826766968s, input_fired_time: 1.6224946976, output_fired_time: 0.0000000000, propagate_forward_time: 80.8532485962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3069305420
validation[          , genome 17545] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       310.50049, best error:       303.51233 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1077.8215332031s, input_fired_time: 13.1064825058, output_fired_time: 13.4114675522, propagate_forward_time: 404.1096801758, propagate_backward_time: 634.1738891602, weight_update_time: 1.1542338133, other_time: 13.0200195313
epoch time: 85.1215133667s, input_fired_time: 1.6406966448, output_fired_time: 0.0000000000, propagate_forward_time: 81.1623306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3184890747
validation[          , genome 17545] predictions:    9913/  10000 (99.13%), best:    9905/10000 (99.05%), error:       306.17856, best error:       303.51233 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1074.5921630859s, input_fired_time: 13.1075239182, output_fired_time: 13.3289346695, propagate_forward_time: 403.3977355957, propagate_backward_time: 631.6620483398, weight_update_time: 1.1628626585, other_time: 13.0958862305
epoch time: 84.6885147095s, input_fired_time: 1.6292982101, output_fired_time: 0.0000000000, propagate_forward_time: 80.7432632446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3159561157
validation[          , genome 17545] predictions:    9909/  10000 (99.09%), best:    9905/10000 (99.05%), error:       315.78943, best error:       303.51233 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1077.0194091797s, input_fired_time: 13.1233100891, output_fired_time: 13.3689651489, propagate_forward_time: 404.2327575684, propagate_backward_time: 633.2106933594, weight_update_time: 1.1568461657, other_time: 13.0836181641
epoch time: 84.8121871948s, input_fired_time: 1.6299556494, output_fired_time: 0.0000000000, propagate_forward_time: 80.8762664795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3059616089
validation[          , genome 17545] predictions:    9908/  10000 (99.08%), best:    9905/10000 (99.05%), error:       305.11105, best error:       303.51233 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1077.2033691406s, input_fired_time: 13.1018867493, output_fired_time: 13.3839035034, propagate_forward_time: 403.9348144531, propagate_backward_time: 633.7084960938, weight_update_time: 1.1562983990, other_time: 13.0742187500
epoch time: 84.6698760986s, input_fired_time: 1.6310851574, output_fired_time: 0.0000000000, propagate_forward_time: 80.6882858276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3505020142
validation[          , genome 17545] predictions:    9907/  10000 (99.07%), best:    9905/10000 (99.05%), error:       323.78702, best error:       303.51233 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1076.7172851563s, input_fired_time: 13.0948801041, output_fired_time: 13.3724212646, propagate_forward_time: 403.4373168945, propagate_backward_time: 633.7954711914, weight_update_time: 1.1517271996, other_time: 13.0172119141
epoch time: 85.1205291748s, input_fired_time: 1.6259391308, output_fired_time: 0.0000000000, propagate_forward_time: 81.2104110718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2841796875
validation[          , genome 17545] predictions:    9910/  10000 (99.10%), best:    9905/10000 (99.05%), error:       307.45081, best error:       303.51233 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1076.2297363281s, input_fired_time: 13.0813589096, output_fired_time: 13.3602294922, propagate_forward_time: 403.9173583984, propagate_backward_time: 632.8005371094, weight_update_time: 1.1589974165, other_time: 13.0703125000
epoch time: 84.5018234253s, input_fired_time: 1.6256941557, output_fired_time: 0.0000000000, propagate_forward_time: 80.5680160522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3081130981
validation[          , genome 17545] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       312.80890, best error:       303.51233 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1073.3859863281s, input_fired_time: 13.0450105667, output_fired_time: 13.3108530045, propagate_forward_time: 401.6770629883, propagate_backward_time: 632.3344726563, weight_update_time: 1.1521303654, other_time: 13.0184936523
epoch time: 85.3799514771s, input_fired_time: 1.6368386745, output_fired_time: 0.0000000000, propagate_forward_time: 81.4346160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3084945679
validation[          , genome 17545] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       305.72186, best error:       303.51233 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1077.8166503906s, input_fired_time: 13.0873985291, output_fired_time: 13.3756504059, propagate_forward_time: 404.1881713867, propagate_backward_time: 634.1209716797, weight_update_time: 1.1650952101, other_time: 13.0444946289
epoch time: 85.1953277588s, input_fired_time: 1.6300357580, output_fired_time: 0.0000000000, propagate_forward_time: 81.2718048096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2934875488
validation[          , genome 17545] predictions:    9911/  10000 (99.11%), best:    9905/10000 (99.05%), error:       306.20270, best error:       303.51233 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1074.9781494141s, input_fired_time: 13.1091432571, output_fired_time: 13.3819189072, propagate_forward_time: 402.4524841309, propagate_backward_time: 632.9768676758, weight_update_time: 1.1568820477, other_time: 13.0576782227
epoch time: 85.4702987671s, input_fired_time: 1.6397702694, output_fired_time: 0.0000000000, propagate_forward_time: 81.5280532837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3024749756
validation[          , genome 17545] predictions:    9906/  10000 (99.06%), best:    9905/10000 (99.05%), error:       309.54669, best error:       303.51233 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1077.9301757813s, input_fired_time: 13.1476154327, output_fired_time: 13.3940744400, propagate_forward_time: 405.0411071777, propagate_backward_time: 633.3110351563, weight_update_time: 1.1588178873, other_time: 13.0363769531
epoch time: 84.5198669434s, input_fired_time: 1.6407080889, output_fired_time: 0.0000000000, propagate_forward_time: 80.5232620239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3558959961
validation[          , genome 17545] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       317.43015, best error:       303.51233 on epoch:    76, 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: 426.5229797363s, input_fired_time: 8.1960258484, output_fired_time: 0.0000000000, propagate_forward_time: 406.6040954590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.7228698730
best training[          , genome 17545] predictions:   49997/  50000 (99.99%), best:    9905/10000 (99.05%), error:       126.58601, best error:       303.51233 on epoch:    76, 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: 85.3060455322s, input_fired_time: 1.6389833689, output_fired_time: 0.0000000000, propagate_forward_time: 81.3077011108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3593597412
   testing[          , genome 17545] predictions:    9928/  10000 (99.28%), best:    9905/10000 (99.05%), error:       263.53650, best error:       303.51233 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:20:12 (4608): called boinc_finish(0)

</stderr_txt>
]]>