Nameexact_genome_1512568488_44_3289_1
Workunit2587777
Created7 Dec 2017, 4:03:53 UTC
Sent7 Dec 2017, 4:09:21 UTC
Report deadline11 Dec 2017, 0:17:08 UTC
Received7 Dec 2017, 6:08:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 58 min 37 sec
CPU time1 hours 58 min 15 sec
Validate stateValid
Credit959.69
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.42 MB
Peak swap size156.06 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0787681192, output_fired_time: 0.0000000000, propagate_forward_time: 4.8502173424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306693077
validation[          , genome  3289] predictions:    9538/  10000 (95.38%), best:    9555/10000 (95.55%), error:      1589.21375, best error:      1561.12512 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.2550964355s, input_fired_time: 0.6253578067, output_fired_time: 0.5644804239, propagate_forward_time: 23.9806308746, propagate_backward_time: 36.6467475891, weight_update_time: 0.1143231839, other_time: 2.4378776550
epoch time: 5.2718105316s, input_fired_time: 0.0781424567, output_fired_time: 0.0000000000, propagate_forward_time: 4.7625751495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310927391
validation[          , genome  3289] predictions:    9535/  10000 (95.35%), best:    9555/10000 (95.55%), error:      1580.87695, best error:      1561.12512 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.4704895020s, input_fired_time: 0.6317777038, output_fired_time: 0.5683787465, propagate_forward_time: 24.1292629242, propagate_backward_time: 36.6585388184, weight_update_time: 0.1157276034, other_time: 2.4825286865
epoch time: 5.4246211052s, input_fired_time: 0.0814366713, output_fired_time: 0.0000000000, propagate_forward_time: 4.8959598541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472246170
validation[          , genome  3289] predictions:    9499/  10000 (94.99%), best:    9555/10000 (95.55%), error:      1629.86230, best error:      1561.12512 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.9128875732s, input_fired_time: 0.6346681714, output_fired_time: 0.5701123476, propagate_forward_time: 24.2820758820, propagate_backward_time: 36.9089241028, weight_update_time: 0.1168611795, other_time: 2.5171089172
epoch time: 5.3651871681s, input_fired_time: 0.0801049620, output_fired_time: 0.0000000000, propagate_forward_time: 4.8512964249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337859154
validation[          , genome  3289] predictions:    9462/  10000 (94.62%), best:    9555/10000 (95.55%), error:      1715.20044, best error:      1561.12512 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.4865112305s, input_fired_time: 0.6278963685, output_fired_time: 0.5661216974, propagate_forward_time: 24.0855503082, propagate_backward_time: 36.7448577881, weight_update_time: 0.1152714118, other_time: 2.4620895386
epoch time: 5.4040765762s, input_fired_time: 0.0792135596, output_fired_time: 0.0000000000, propagate_forward_time: 4.8927426338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321203232
validation[          , genome  3289] predictions:    9457/  10000 (94.57%), best:    9555/10000 (95.55%), error:      1790.59790, best error:      1561.12512 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.1741867065s, input_fired_time: 0.6285403371, output_fired_time: 0.5623811483, propagate_forward_time: 23.9491901398, propagate_backward_time: 36.5732307434, weight_update_time: 0.1151510775, other_time: 2.4608421326
epoch time: 5.3888058662s, input_fired_time: 0.0803957656, output_fired_time: 0.0000000000, propagate_forward_time: 4.8665485382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418616295
validation[          , genome  3289] predictions:    9523/  10000 (95.23%), best:    9555/10000 (95.55%), error:      1576.18420, best error:      1561.12512 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.2857360840s, input_fired_time: 0.6275864840, output_fired_time: 0.5651710033, propagate_forward_time: 23.9924983978, propagate_backward_time: 36.6529998779, weight_update_time: 0.1144327447, other_time: 2.4474792480
epoch time: 5.3468232155s, input_fired_time: 0.0790574104, output_fired_time: 0.0000000000, propagate_forward_time: 4.8364415169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313244820
validation[          , genome  3289] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1486.22693, best error:      1486.22693 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.7276535034s, input_fired_time: 0.6311109066, output_fired_time: 0.5689740777, propagate_forward_time: 24.2287273407, propagate_backward_time: 36.8406257629, weight_update_time: 0.1151766852, other_time: 2.4582176208
epoch time: 5.4040679932s, input_fired_time: 0.0794930905, output_fired_time: 0.0000000000, propagate_forward_time: 4.8961329460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284420013
validation[          , genome  3289] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1448.83386, best error:      1448.83386 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.4158706665s, input_fired_time: 0.6300699115, output_fired_time: 0.5666003227, propagate_forward_time: 24.0112514496, propagate_backward_time: 36.7533454895, weight_update_time: 0.1149493605, other_time: 2.4546012878
epoch time: 5.3598546982s, input_fired_time: 0.0798305199, output_fired_time: 0.0000000000, propagate_forward_time: 4.8390679359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409561157
validation[          , genome  3289] predictions:    9571/  10000 (95.71%), best:    9579/10000 (95.79%), error:      1534.34778, best error:      1448.83386 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.0243225098s, input_fired_time: 0.6332674026, output_fired_time: 0.5710343719, propagate_forward_time: 24.2729949951, propagate_backward_time: 37.0495185852, weight_update_time: 0.1162985265, other_time: 2.4975051880
epoch time: 5.3918290138s, input_fired_time: 0.0804587305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8744497299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369206429
validation[          , genome  3289] predictions:    9563/  10000 (95.63%), best:    9579/10000 (95.79%), error:      1481.83521, best error:      1448.83386 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.5971908569s, input_fired_time: 0.6300782561, output_fired_time: 0.5659150481, propagate_forward_time: 24.1000881195, propagate_backward_time: 36.8411064148, weight_update_time: 0.1152238324, other_time: 2.4600028992
epoch time: 5.2680993080s, input_fired_time: 0.0788382739, output_fired_time: 0.0000000000, propagate_forward_time: 4.7648882866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243726730
validation[          , genome  3289] predictions:    9562/  10000 (95.62%), best:    9579/10000 (95.79%), error:      1466.69348, best error:      1448.83386 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.0850219727s, input_fired_time: 0.6337520480, output_fired_time: 0.5714197755, propagate_forward_time: 24.4073638916, propagate_backward_time: 37.0234375000, weight_update_time: 0.1155898646, other_time: 2.4490509033
epoch time: 5.3454012871s, input_fired_time: 0.0794828832, output_fired_time: 0.0000000000, propagate_forward_time: 4.8328938484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330244064
validation[          , genome  3289] predictions:    9496/  10000 (94.96%), best:    9579/10000 (95.79%), error:      1731.45337, best error:      1448.83386 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.1228332520s, input_fired_time: 0.6383743882, output_fired_time: 0.5731413364, propagate_forward_time: 24.3576984406, propagate_backward_time: 37.0438346863, weight_update_time: 0.1164700389, other_time: 2.5097846985
epoch time: 5.3581857681s, input_fired_time: 0.0799882188, output_fired_time: 0.0000000000, propagate_forward_time: 4.8463177681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318799973
validation[          , genome  3289] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1438.62329, best error:      1438.62329 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.3084487915s, input_fired_time: 0.6272637844, output_fired_time: 0.5666272640, propagate_forward_time: 23.9833850861, propagate_backward_time: 36.7127532959, weight_update_time: 0.1141915917, other_time: 2.4184188843
epoch time: 5.3434524536s, input_fired_time: 0.0803850144, output_fired_time: 0.0000000000, propagate_forward_time: 4.8306107521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324564934
validation[          , genome  3289] predictions:    9563/  10000 (95.63%), best:    9580/10000 (95.80%), error:      1466.44250, best error:      1438.62329 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.1515350342s, input_fired_time: 0.6335592866, output_fired_time: 0.5626223087, propagate_forward_time: 23.9714965820, propagate_backward_time: 36.5205879211, weight_update_time: 0.1152074412, other_time: 2.4632682800
epoch time: 5.3714447021s, input_fired_time: 0.0801792070, output_fired_time: 0.0000000000, propagate_forward_time: 4.8580636978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332017899
validation[          , genome  3289] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1407.23633, best error:      1407.23633 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.7255554199s, input_fired_time: 0.6338064075, output_fired_time: 0.5698192120, propagate_forward_time: 24.1735515594, propagate_backward_time: 36.8866882324, weight_update_time: 0.1155601367, other_time: 2.4616928101
epoch time: 5.3473663330s, input_fired_time: 0.0804029331, output_fired_time: 0.0000000000, propagate_forward_time: 4.8404278755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265356064
validation[          , genome  3289] predictions:    9558/  10000 (95.58%), best:    9591/10000 (95.91%), error:      1485.77856, best error:      1407.23633 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.0381088257s, input_fired_time: 0.6278167963, output_fired_time: 0.5624865294, propagate_forward_time: 23.9031505585, propagate_backward_time: 36.5319137573, weight_update_time: 0.1139514670, other_time: 2.4127426147
epoch time: 5.3983149529s, input_fired_time: 0.0811258778, output_fired_time: 0.0000000000, propagate_forward_time: 4.8832035065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339857101
validation[          , genome  3289] predictions:    9542/  10000 (95.42%), best:    9591/10000 (95.91%), error:      1551.04419, best error:      1407.23633 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.2087326050s, input_fired_time: 0.6298064590, output_fired_time: 0.5665797591, propagate_forward_time: 24.0011882782, propagate_backward_time: 36.5562400818, weight_update_time: 0.1145976409, other_time: 2.4549217224
epoch time: 5.2080311775s, input_fired_time: 0.0780021846, output_fired_time: 0.0000000000, propagate_forward_time: 4.7095603943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204688072
validation[          , genome  3289] predictions:    9454/  10000 (94.54%), best:    9591/10000 (95.91%), error:      1711.12085, best error:      1407.23633 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.2776565552s, input_fired_time: 0.6315625906, output_fired_time: 0.5627743006, propagate_forward_time: 24.0180511475, propagate_backward_time: 36.6149711609, weight_update_time: 0.1145228669, other_time: 2.4502983093
epoch time: 5.4129762650s, input_fired_time: 0.0809082687, output_fired_time: 0.0000000000, propagate_forward_time: 4.9067435265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253244400
validation[          , genome  3289] predictions:    9567/  10000 (95.67%), best:    9591/10000 (95.91%), error:      1430.38684, best error:      1407.23633 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.2930679321s, input_fired_time: 0.6300469637, output_fired_time: 0.5637927651, propagate_forward_time: 23.9874897003, propagate_backward_time: 36.6645431519, weight_update_time: 0.1148326620, other_time: 2.4471969604
epoch time: 5.3957514763s, input_fired_time: 0.0808499232, output_fired_time: 0.0000000000, propagate_forward_time: 4.8811364174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337649345
validation[          , genome  3289] predictions:    9610/  10000 (96.10%), best:    9591/10000 (95.91%), error:      1444.82739, best error:      1407.23633 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.4592208862s, input_fired_time: 0.6365837455, output_fired_time: 0.5674633980, propagate_forward_time: 24.0604934692, propagate_backward_time: 36.6967506409, weight_update_time: 0.1153917611, other_time: 2.4979286194
epoch time: 5.4209775925s, input_fired_time: 0.0811289474, output_fired_time: 0.0000000000, propagate_forward_time: 4.9005484581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393000603
validation[          , genome  3289] predictions:    9470/  10000 (94.70%), best:    9591/10000 (95.91%), error:      1771.64001, best error:      1407.23633 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.8975830078s, input_fired_time: 0.6390240788, output_fired_time: 0.5721439123, propagate_forward_time: 24.2489910126, propagate_backward_time: 36.9565162659, weight_update_time: 0.1160660610, other_time: 2.4809074402
epoch time: 5.2278108597s, input_fired_time: 0.0805493742, output_fired_time: 0.0000000000, propagate_forward_time: 4.7082099915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390516281
validation[          , genome  3289] predictions:    9568/  10000 (95.68%), best:    9591/10000 (95.91%), error:      1472.07422, best error:      1407.23633 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.7521209717s, input_fired_time: 0.6366643310, output_fired_time: 0.5680945516, propagate_forward_time: 24.2554969788, propagate_backward_time: 36.8363037109, weight_update_time: 0.1151618510, other_time: 2.4555587769
epoch time: 5.3470644951s, input_fired_time: 0.0811115578, output_fired_time: 0.0000000000, propagate_forward_time: 4.8354282379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305248260
validation[          , genome  3289] predictions:    9538/  10000 (95.38%), best:    9591/10000 (95.91%), error:      1531.32837, best error:      1407.23633 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.0007629395s, input_fired_time: 0.6391104460, output_fired_time: 0.5722530484, propagate_forward_time: 24.3465137482, propagate_backward_time: 36.9875679016, weight_update_time: 0.1155330539, other_time: 2.4553184509
epoch time: 4.9577670097s, input_fired_time: 0.0755056441, output_fired_time: 0.0000000000, propagate_forward_time: 4.4715662003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106950760
validation[          , genome  3289] predictions:    9534/  10000 (95.34%), best:    9591/10000 (95.91%), error:      1552.44128, best error:      1407.23633 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.6658821106s, input_fired_time: 0.6254808903, output_fired_time: 0.5605912209, propagate_forward_time: 23.8091201782, propagate_backward_time: 36.2789230347, weight_update_time: 0.1130262837, other_time: 2.3917655945
epoch time: 5.4229311943s, input_fired_time: 0.0818380788, output_fired_time: 0.0000000000, propagate_forward_time: 4.8973064423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437866211
validation[          , genome  3289] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1398.30676, best error:      1398.30676 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.3034973145s, input_fired_time: 0.6329303384, output_fired_time: 0.5658247471, propagate_forward_time: 24.0340251923, propagate_backward_time: 36.6307029724, weight_update_time: 0.1146160588, other_time: 2.4400138855
epoch time: 5.3735561371s, input_fired_time: 0.0806789249, output_fired_time: 0.0000000000, propagate_forward_time: 4.8673934937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254837036
validation[          , genome  3289] predictions:    9552/  10000 (95.52%), best:    9587/10000 (95.87%), error:      1411.94666, best error:      1398.30676 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.0103759766s, input_fired_time: 0.6315048337, output_fired_time: 0.5619941354, propagate_forward_time: 23.8603534698, propagate_backward_time: 36.5347175598, weight_update_time: 0.1137528419, other_time: 2.4218101501
epoch time: 5.2575540543s, input_fired_time: 0.0801433772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7555756569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218349457
validation[          , genome  3289] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1354.87305, best error:      1354.87305 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.3276519775s, input_fired_time: 0.6362618208, output_fired_time: 0.5661779046, propagate_forward_time: 23.9841556549, propagate_backward_time: 36.6713180542, weight_update_time: 0.1148034781, other_time: 2.4697418213
epoch time: 5.3658981323s, input_fired_time: 0.0806620270, output_fired_time: 0.0000000000, propagate_forward_time: 4.8638992310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213366508
validation[          , genome  3289] predictions:    9569/  10000 (95.69%), best:    9622/10000 (96.22%), error:      1446.88977, best error:      1354.87305 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.5290985107s, input_fired_time: 0.6290305853, output_fired_time: 0.5584990978, propagate_forward_time: 23.7530117035, propagate_backward_time: 36.1876373291, weight_update_time: 0.1131655648, other_time: 2.4009170532
epoch time: 5.2931361198s, input_fired_time: 0.0800476298, output_fired_time: 0.0000000000, propagate_forward_time: 4.7870125771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260759354
validation[          , genome  3289] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1321.51001, best error:      1321.51001 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.1109848022s, input_fired_time: 0.6403675675, output_fired_time: 0.5724741817, propagate_forward_time: 24.3412284851, propagate_backward_time: 37.0873641968, weight_update_time: 0.1156922951, other_time: 2.4695510864
epoch time: 5.3325800896s, input_fired_time: 0.0812815353, output_fired_time: 0.0000000000, propagate_forward_time: 4.8172235489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340748787
validation[          , genome  3289] predictions:    9579/  10000 (95.79%), best:    9618/10000 (96.18%), error:      1439.68945, best error:      1321.51001 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.1593170166s, input_fired_time: 0.6414526701, output_fired_time: 0.5719236135, propagate_forward_time: 24.4008922577, propagate_backward_time: 37.0700263977, weight_update_time: 0.1161141619, other_time: 2.4750251770
epoch time: 5.4026007652s, input_fired_time: 0.0834985003, output_fired_time: 0.0000000000, propagate_forward_time: 4.8830022812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361000061
validation[          , genome  3289] predictions:    9579/  10000 (95.79%), best:    9618/10000 (96.18%), error:      1433.50403, best error:      1321.51001 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.9028053284s, input_fired_time: 0.6344351172, output_fired_time: 0.5633808374, propagate_forward_time: 23.8611106873, propagate_backward_time: 36.3990325928, weight_update_time: 0.1141562909, other_time: 2.4448471069
epoch time: 5.3899154663s, input_fired_time: 0.0812456906, output_fired_time: 0.0000000000, propagate_forward_time: 4.8812584877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274110794
validation[          , genome  3289] predictions:    9580/  10000 (95.80%), best:    9618/10000 (96.18%), error:      1387.52539, best error:      1321.51001 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.7963562012s, input_fired_time: 0.6402446032, output_fired_time: 0.5686031580, propagate_forward_time: 24.1688098907, propagate_backward_time: 36.9238243103, weight_update_time: 0.1155719459, other_time: 2.4948768616
epoch time: 5.3824253082s, input_fired_time: 0.0810926184, output_fired_time: 0.0000000000, propagate_forward_time: 4.8712301254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301023483
validation[          , genome  3289] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1295.80603, best error:      1295.80603 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.0987396240s, input_fired_time: 0.6411089897, output_fired_time: 0.5727375746, propagate_forward_time: 24.3596744537, propagate_backward_time: 37.0534515381, weight_update_time: 0.1158320457, other_time: 2.4717712402
epoch time: 5.3580360413s, input_fired_time: 0.0807014629, output_fired_time: 0.0000000000, propagate_forward_time: 4.8499736786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273610115
validation[          , genome  3289] predictions:    9542/  10000 (95.42%), best:    9606/10000 (96.06%), error:      1488.73022, best error:      1295.80603 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.8856124878s, input_fired_time: 0.6311783195, output_fired_time: 0.5616797209, propagate_forward_time: 23.8625202179, propagate_backward_time: 36.4276733398, weight_update_time: 0.1131855249, other_time: 2.4025573730
epoch time: 5.3866572380s, input_fired_time: 0.0810398832, output_fired_time: 0.0000000000, propagate_forward_time: 4.8799495697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256677628
validation[          , genome  3289] predictions:    9548/  10000 (95.48%), best:    9606/10000 (96.06%), error:      1480.96924, best error:      1295.80603 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.9977912903s, input_fired_time: 0.6336128116, output_fired_time: 0.5630661249, propagate_forward_time: 23.9280872345, propagate_backward_time: 36.4561271667, weight_update_time: 0.1140733510, other_time: 2.4168968201
epoch time: 5.3831810951s, input_fired_time: 0.0815805569, output_fired_time: 0.0000000000, propagate_forward_time: 4.8717694283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298310280
validation[          , genome  3289] predictions:    9617/  10000 (96.17%), best:    9606/10000 (96.06%), error:      1318.39282, best error:      1295.80603 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.9212493896s, input_fired_time: 0.6408694983, output_fired_time: 0.5702216625, propagate_forward_time: 24.2347717285, propagate_backward_time: 36.9920806885, weight_update_time: 0.1160424650, other_time: 2.4833068848
epoch time: 5.2250375748s, input_fired_time: 0.0803799182, output_fired_time: 0.0000000000, propagate_forward_time: 4.7094278336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352297783
validation[          , genome  3289] predictions:    9597/  10000 (95.97%), best:    9606/10000 (96.06%), error:      1359.89429, best error:      1295.80603 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.9786300659s, input_fired_time: 0.6423867345, output_fired_time: 0.5702128410, propagate_forward_time: 24.3334197998, propagate_backward_time: 36.9610061646, weight_update_time: 0.1159984842, other_time: 2.4716033936
epoch time: 5.2344579697s, input_fired_time: 0.0802032873, output_fired_time: 0.0000000000, propagate_forward_time: 4.7295804024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246745110
validation[          , genome  3289] predictions:    9618/  10000 (96.18%), best:    9606/10000 (96.06%), error:      1313.13550, best error:      1295.80603 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.9858016968s, input_fired_time: 0.6415752172, output_fired_time: 0.5701758265, propagate_forward_time: 24.3076992035, propagate_backward_time: 37.0202140808, weight_update_time: 0.1158919707, other_time: 2.4461326599
epoch time: 5.4020018578s, input_fired_time: 0.0822456405, output_fired_time: 0.0000000000, propagate_forward_time: 4.8882021904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315538406
validation[          , genome  3289] predictions:    9595/  10000 (95.95%), best:    9606/10000 (96.06%), error:      1345.06006, best error:      1295.80603 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.7106552124s, input_fired_time: 0.6401527524, output_fired_time: 0.5694252253, propagate_forward_time: 24.1912612915, propagate_backward_time: 36.8512039185, weight_update_time: 0.1155110449, other_time: 2.4586143494
epoch time: 5.3772578239s, input_fired_time: 0.0808965266, output_fired_time: 0.0000000000, propagate_forward_time: 4.8754253387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209361076
validation[          , genome  3289] predictions:    9638/  10000 (96.38%), best:    9606/10000 (96.06%), error:      1298.06372, best error:      1295.80603 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.2115020752s, input_fired_time: 0.6382265091, output_fired_time: 0.5634946227, propagate_forward_time: 23.9473209381, propagate_backward_time: 36.5853080750, weight_update_time: 0.1149212271, other_time: 2.4771537781
epoch time: 5.3384060860s, input_fired_time: 0.0814658776, output_fired_time: 0.0000000000, propagate_forward_time: 4.8268337250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301066399
validation[          , genome  3289] predictions:    9438/  10000 (94.38%), best:    9606/10000 (96.06%), error:      1789.84534, best error:      1295.80603 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.1190414429s, input_fired_time: 0.6457988620, output_fired_time: 0.5725218654, propagate_forward_time: 24.2739524841, propagate_backward_time: 37.0892753601, weight_update_time: 0.1169897094, other_time: 2.5374946594
epoch time: 5.4320688248s, input_fired_time: 0.0830382183, output_fired_time: 0.0000000000, propagate_forward_time: 4.9085631371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404673576
validation[          , genome  3289] predictions:    9554/  10000 (95.54%), best:    9606/10000 (96.06%), error:      1485.92444, best error:      1295.80603 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.8465194702s, input_fired_time: 0.6444954276, output_fired_time: 0.5701869130, propagate_forward_time: 24.2188796997, propagate_backward_time: 36.9188232422, weight_update_time: 0.1157137901, other_time: 2.4941368103
epoch time: 5.3820161819s, input_fired_time: 0.0819512308, output_fired_time: 0.0000000000, propagate_forward_time: 4.8665184975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335465431
validation[          , genome  3289] predictions:    9572/  10000 (95.72%), best:    9606/10000 (96.06%), error:      1352.75244, best error:      1295.80603 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.3332595825s, input_fired_time: 0.6395044327, output_fired_time: 0.5633923411, propagate_forward_time: 24.0346775055, propagate_backward_time: 36.6017150879, weight_update_time: 0.1163394675, other_time: 2.4939727783
epoch time: 5.3523797989s, input_fired_time: 0.0818319395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8395066261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310412407
validation[          , genome  3289] predictions:    9593/  10000 (95.93%), best:    9606/10000 (96.06%), error:      1361.79346, best error:      1295.80603 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.8326110840s, input_fired_time: 0.6406704187, output_fired_time: 0.5689126253, propagate_forward_time: 24.2112102509, propagate_backward_time: 36.9698486328, weight_update_time: 0.1151910052, other_time: 2.4419708252
epoch time: 5.3857140541s, input_fired_time: 0.0827361494, output_fired_time: 0.0000000000, propagate_forward_time: 4.8655567169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374213219
validation[          , genome  3289] predictions:    9591/  10000 (95.91%), best:    9606/10000 (96.06%), error:      1341.25293, best error:      1295.80603 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.7256927490s, input_fired_time: 0.6436932683, output_fired_time: 0.5689333677, propagate_forward_time: 24.1731948853, propagate_backward_time: 36.8558158875, weight_update_time: 0.1155494452, other_time: 2.4840583801
epoch time: 5.3468036652s, input_fired_time: 0.0826362893, output_fired_time: 0.0000000000, propagate_forward_time: 4.8133645058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508028030
validation[          , genome  3289] predictions:    9573/  10000 (95.73%), best:    9606/10000 (96.06%), error:      1400.35974, best error:      1295.80603 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.8007659912s, input_fired_time: 0.6416566968, output_fired_time: 0.5679475069, propagate_forward_time: 24.2054367065, propagate_backward_time: 36.8997802734, weight_update_time: 0.1152893603, other_time: 2.4859466553
epoch time: 5.3742103577s, input_fired_time: 0.0814971179, output_fired_time: 0.0000000000, propagate_forward_time: 4.8670039177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257092476
validation[          , genome  3289] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1256.80432, best error:      1256.80432 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.6486129761s, input_fired_time: 0.6424602866, output_fired_time: 0.5684047937, propagate_forward_time: 24.1419754028, propagate_backward_time: 36.8259925842, weight_update_time: 0.1156584993, other_time: 2.4697761536
epoch time: 5.1429452896s, input_fired_time: 0.0797358379, output_fired_time: 0.0000000000, propagate_forward_time: 4.6438870430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193224907
validation[          , genome  3289] predictions:    9571/  10000 (95.71%), best:    9633/10000 (96.33%), error:      1414.75281, best error:      1256.80432 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.8026771545s, input_fired_time: 0.6347197294, output_fired_time: 0.5614256263, propagate_forward_time: 23.8383922577, propagate_backward_time: 36.3497924805, weight_update_time: 0.1132653877, other_time: 2.4183502197
epoch time: 5.2385282516s, input_fired_time: 0.0800276771, output_fired_time: 0.0000000000, propagate_forward_time: 4.7404828072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180178642
validation[          , genome  3289] predictions:    9557/  10000 (95.57%), best:    9633/10000 (96.33%), error:      1445.76514, best error:      1256.80432 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.0355224609s, input_fired_time: 0.6459158659, output_fired_time: 0.5696717501, propagate_forward_time: 24.3107185364, propagate_backward_time: 37.0428314209, weight_update_time: 0.1156835556, other_time: 2.4663887024
epoch time: 5.2409219742s, input_fired_time: 0.0808826908, output_fired_time: 0.0000000000, propagate_forward_time: 4.7393183708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207210541
validation[          , genome  3289] predictions:    9514/  10000 (95.14%), best:    9633/10000 (96.33%), error:      1602.40869, best error:      1256.80432 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.7966232300s, input_fired_time: 0.6440452337, output_fired_time: 0.5687155724, propagate_forward_time: 24.1964683533, propagate_backward_time: 36.9390220642, weight_update_time: 0.1150103062, other_time: 2.4483757019
epoch time: 5.3605480194s, input_fired_time: 0.0827110335, output_fired_time: 0.0000000000, propagate_forward_time: 4.8496766090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281601906
validation[          , genome  3289] predictions:    9587/  10000 (95.87%), best:    9633/10000 (96.33%), error:      1327.53320, best error:      1256.80432 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.3616638184s, input_fired_time: 0.6427956223, output_fired_time: 0.5643224120, propagate_forward_time: 23.9817714691, propagate_backward_time: 36.7206268311, weight_update_time: 0.1143984050, other_time: 2.4521484375
epoch time: 5.3940205574s, input_fired_time: 0.0839116797, output_fired_time: 0.0000000000, propagate_forward_time: 4.8717651367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383435249
validation[          , genome  3289] predictions:    9595/  10000 (95.95%), best:    9633/10000 (96.33%), error:      1355.81360, best error:      1256.80432 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.4233474731s, input_fired_time: 0.6421907544, output_fired_time: 0.5666905046, propagate_forward_time: 24.0568351746, propagate_backward_time: 36.6932640076, weight_update_time: 0.1146359891, other_time: 2.4643669128
epoch time: 5.4765491486s, input_fired_time: 0.0836930647, output_fired_time: 0.0000000000, propagate_forward_time: 4.9564185143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364376068
validation[          , genome  3289] predictions:    9607/  10000 (96.07%), best:    9633/10000 (96.33%), error:      1318.39111, best error:      1256.80432 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.7921676636s, input_fired_time: 0.6458280087, output_fired_time: 0.5692724586, propagate_forward_time: 24.1547336578, propagate_backward_time: 36.9327888489, weight_update_time: 0.1161756366, other_time: 2.4895439148
epoch time: 5.3819375038s, input_fired_time: 0.0829455405, output_fired_time: 0.0000000000, propagate_forward_time: 4.8654661179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335260391
validation[          , genome  3289] predictions:    9590/  10000 (95.90%), best:    9633/10000 (96.33%), error:      1408.98865, best error:      1256.80432 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.6801376343s, input_fired_time: 0.6446270347, output_fired_time: 0.5693415403, propagate_forward_time: 24.1804046631, propagate_backward_time: 36.8246650696, weight_update_time: 0.1149565205, other_time: 2.4610977173
epoch time: 5.3019347191s, input_fired_time: 0.0815047845, output_fired_time: 0.0000000000, propagate_forward_time: 4.7899742126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304556847
validation[          , genome  3289] predictions:    9491/  10000 (94.91%), best:    9633/10000 (96.33%), error:      1678.87488, best error:      1256.80432 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.4653472900s, input_fired_time: 0.6416397691, output_fired_time: 0.5667350292, propagate_forward_time: 24.0599422455, propagate_backward_time: 36.7667694092, weight_update_time: 0.1141193956, other_time: 2.4302597046
epoch time: 5.3975772858s, input_fired_time: 0.0835082307, output_fired_time: 0.0000000000, propagate_forward_time: 4.8768062592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372630119
validation[          , genome  3289] predictions:    9547/  10000 (95.47%), best:    9633/10000 (96.33%), error:      1534.80078, best error:      1256.80432 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.5600509644s, input_fired_time: 0.6442248821, output_fired_time: 0.5658675432, propagate_forward_time: 24.0948657990, propagate_backward_time: 36.8027992249, weight_update_time: 0.1148572415, other_time: 2.4522895813
epoch time: 5.3728981018s, input_fired_time: 0.0827827081, output_fired_time: 0.0000000000, propagate_forward_time: 4.8290247917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610905647
validation[          , genome  3289] predictions:    9566/  10000 (95.66%), best:    9633/10000 (96.33%), error:      1403.37976, best error:      1256.80432 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.8092956543s, input_fired_time: 0.6460015178, output_fired_time: 0.5688522458, propagate_forward_time: 24.2513751984, propagate_backward_time: 36.8818588257, weight_update_time: 0.1150691584, other_time: 2.4612045288
epoch time: 5.4141392708s, input_fired_time: 0.0837780386, output_fired_time: 0.0000000000, propagate_forward_time: 4.8900637627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402976036
validation[          , genome  3289] predictions:    9605/  10000 (96.05%), best:    9633/10000 (96.33%), error:      1308.88403, best error:      1256.80432 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.1643066406s, input_fired_time: 0.6490903497, output_fired_time: 0.5720131993, propagate_forward_time: 24.3835372925, propagate_backward_time: 37.0694770813, weight_update_time: 0.1162611097, other_time: 2.4901847839
epoch time: 5.3389682770s, input_fired_time: 0.0805181637, output_fired_time: 0.0000000000, propagate_forward_time: 4.8426179886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158320427
validation[          , genome  3289] predictions:    9600/  10000 (96.00%), best:    9633/10000 (96.33%), error:      1376.22681, best error:      1256.80432 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.1873092651s, input_fired_time: 0.6419486403, output_fired_time: 0.5641560555, propagate_forward_time: 23.9106521606, propagate_backward_time: 36.6296386719, weight_update_time: 0.1143759415, other_time: 2.4409141541
epoch time: 5.3772010803s, input_fired_time: 0.0823982134, output_fired_time: 0.0000000000, propagate_forward_time: 4.8651943207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296083450
validation[          , genome  3289] predictions:    9567/  10000 (95.67%), best:    9633/10000 (96.33%), error:      1436.76208, best error:      1256.80432 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.4061050415s, input_fired_time: 0.6464225054, output_fired_time: 0.5650135875, propagate_forward_time: 24.0633411407, propagate_backward_time: 36.6639595032, weight_update_time: 0.1150128245, other_time: 2.4673652649
epoch time: 5.2740464211s, input_fired_time: 0.0810910985, output_fired_time: 0.0000000000, propagate_forward_time: 4.7771344185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158210754
validation[          , genome  3289] predictions:    9591/  10000 (95.91%), best:    9633/10000 (96.33%), error:      1307.67285, best error:      1256.80432 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.9540710449s, input_fired_time: 0.6457727551, output_fired_time: 0.5678620338, propagate_forward_time: 24.2576580048, propagate_backward_time: 37.0237884521, weight_update_time: 0.1155310422, other_time: 2.4589843750
epoch time: 5.3414311409s, input_fired_time: 0.0819773600, output_fired_time: 0.0000000000, propagate_forward_time: 4.8386797905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207739830
validation[          , genome  3289] predictions:    9627/  10000 (96.27%), best:    9633/10000 (96.33%), error:      1274.70422, best error:      1256.80432 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.7714691162s, input_fired_time: 0.6440889835, output_fired_time: 0.5692011118, propagate_forward_time: 24.2312335968, propagate_backward_time: 36.9184455872, weight_update_time: 0.1141875014, other_time: 2.4084968567
epoch time: 5.4381599426s, input_fired_time: 0.0839106739, output_fired_time: 0.0000000000, propagate_forward_time: 4.9201464653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341030121
validation[          , genome  3289] predictions:    9623/  10000 (96.23%), best:    9633/10000 (96.33%), error:      1313.68860, best error:      1256.80432 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.8946151733s, input_fired_time: 0.6491092443, output_fired_time: 0.5696908236, propagate_forward_time: 24.2612819672, propagate_backward_time: 36.9421882629, weight_update_time: 0.1154900491, other_time: 2.4723472595
epoch time: 5.4254179001s, input_fired_time: 0.0842429325, output_fired_time: 0.0000000000, propagate_forward_time: 4.9093022346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318728447
validation[          , genome  3289] predictions:    9572/  10000 (95.72%), best:    9633/10000 (96.33%), error:      1413.03821, best error:      1256.80432 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.6343460083s, input_fired_time: 0.6463316679, output_fired_time: 0.5674595833, propagate_forward_time: 24.1133842468, propagate_backward_time: 36.8466720581, weight_update_time: 0.1153118685, other_time: 2.4604988098
epoch time: 5.3972821236s, input_fired_time: 0.0830264539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8822369576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320187569
validation[          , genome  3289] predictions:    9612/  10000 (96.12%), best:    9633/10000 (96.33%), error:      1279.96045, best error:      1256.80432 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.0810928345s, input_fired_time: 0.6470297575, output_fired_time: 0.5718296766, propagate_forward_time: 24.3394222260, propagate_backward_time: 37.0857276917, weight_update_time: 0.1147947535, other_time: 2.4370841980
epoch time: 5.4141087532s, input_fired_time: 0.0838640705, output_fired_time: 0.0000000000, propagate_forward_time: 4.8960890770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341554642
validation[          , genome  3289] predictions:    9534/  10000 (95.34%), best:    9633/10000 (96.33%), error:      1501.83777, best error:      1256.80432 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.0429534912s, input_fired_time: 0.6433046460, output_fired_time: 0.5621904731, propagate_forward_time: 23.8755283356, propagate_backward_time: 36.5202522278, weight_update_time: 0.1140897125, other_time: 2.4416770935
epoch time: 5.3683552742s, input_fired_time: 0.0844441652, output_fired_time: 0.0000000000, propagate_forward_time: 4.8425188065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413924217
validation[          , genome  3289] predictions:    9603/  10000 (96.03%), best:    9633/10000 (96.33%), error:      1339.27734, best error:      1256.80432 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.7991409302s, input_fired_time: 0.6469633579, output_fired_time: 0.5693923235, propagate_forward_time: 24.2416305542, propagate_backward_time: 36.9198417664, weight_update_time: 0.1141782999, other_time: 2.4213104248
epoch time: 5.4087109566s, input_fired_time: 0.0833802447, output_fired_time: 0.0000000000, propagate_forward_time: 4.8899068832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354238510
validation[          , genome  3289] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1271.87781, best error:      1256.80432 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.4031295776s, input_fired_time: 0.6463314295, output_fired_time: 0.5647985935, propagate_forward_time: 24.0596256256, propagate_backward_time: 36.6741943359, weight_update_time: 0.1142893806, other_time: 2.4581756592
epoch time: 5.3372888565s, input_fired_time: 0.0825871527, output_fired_time: 0.0000000000, propagate_forward_time: 4.8337445259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209570885
validation[          , genome  3289] predictions:    9603/  10000 (96.03%), best:    9633/10000 (96.33%), error:      1304.31580, best error:      1256.80432 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.5896682739s, input_fired_time: 0.6455881596, output_fired_time: 0.5657603145, propagate_forward_time: 24.1609401703, propagate_backward_time: 36.7967720032, weight_update_time: 0.1145766601, other_time: 2.4206047058
epoch time: 5.3094916344s, input_fired_time: 0.0825349092, output_fired_time: 0.0000000000, propagate_forward_time: 4.8022351265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247217178
validation[          , genome  3289] predictions:    9590/  10000 (95.90%), best:    9633/10000 (96.33%), error:      1396.25867, best error:      1256.80432 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3641738892s, input_fired_time: 0.6451786757, output_fired_time: 0.5650368929, propagate_forward_time: 24.0145187378, propagate_backward_time: 36.7132148743, weight_update_time: 0.1141445115, other_time: 2.4262237549
epoch time: 5.3480749130s, input_fired_time: 0.0828236863, output_fired_time: 0.0000000000, propagate_forward_time: 4.8354368210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298143387
validation[          , genome  3289] predictions:    9574/  10000 (95.74%), best:    9633/10000 (96.33%), error:      1358.01025, best error:      1256.80432 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.9795837402s, input_fired_time: 0.6481813192, output_fired_time: 0.5701510906, propagate_forward_time: 24.2940177917, propagate_backward_time: 37.0464134216, weight_update_time: 0.1143713072, other_time: 2.4208221436
epoch time: 5.3320431709s, input_fired_time: 0.0827346146, output_fired_time: 0.0000000000, propagate_forward_time: 4.8233461380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259624481
validation[          , genome  3289] predictions:    9603/  10000 (96.03%), best:    9633/10000 (96.33%), error:      1327.46191, best error:      1256.80432 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.6466369629s, input_fired_time: 0.6485876441, output_fired_time: 0.5681536198, propagate_forward_time: 24.1236038208, propagate_backward_time: 36.8748779297, weight_update_time: 0.1142120883, other_time: 2.4314155579
epoch time: 5.3866248131s, input_fired_time: 0.0839065835, output_fired_time: 0.0000000000, propagate_forward_time: 4.8765106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262075424
validation[          , genome  3289] predictions:    9599/  10000 (95.99%), best:    9633/10000 (96.33%), error:      1295.98865, best error:      1256.80432 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.7294006348s, input_fired_time: 0.6468577981, output_fired_time: 0.5686540604, propagate_forward_time: 24.2056980133, propagate_backward_time: 36.8827705383, weight_update_time: 0.1142883822, other_time: 2.4254188538
epoch time: 5.3748364449s, input_fired_time: 0.0825784504, output_fired_time: 0.0000000000, propagate_forward_time: 4.8733739853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188838005
validation[          , genome  3289] predictions:    9606/  10000 (96.06%), best:    9633/10000 (96.33%), error:      1336.31226, best error:      1256.80432 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.9167175293s, input_fired_time: 0.6485884190, output_fired_time: 0.5696072578, propagate_forward_time: 24.2568187714, propagate_backward_time: 37.0028266907, weight_update_time: 0.1151612923, other_time: 2.4388771057
epoch time: 5.3222255707s, input_fired_time: 0.0832184479, output_fired_time: 0.0000000000, propagate_forward_time: 4.8153972626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236097336
validation[          , genome  3289] predictions:    9612/  10000 (96.12%), best:    9633/10000 (96.33%), error:      1294.56946, best error:      1256.80432 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.3180541992s, input_fired_time: 0.6463533640, output_fired_time: 0.5624154210, propagate_forward_time: 23.9518909454, propagate_backward_time: 36.7100296021, weight_update_time: 0.1146196499, other_time: 2.4473648071
epoch time: 5.3761258125s, input_fired_time: 0.0831779838, output_fired_time: 0.0000000000, propagate_forward_time: 4.8671789169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257688522
validation[          , genome  3289] predictions:    9604/  10000 (96.04%), best:    9633/10000 (96.33%), error:      1348.00757, best error:      1256.80432 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.5331573486s, input_fired_time: 0.6482023001, output_fired_time: 0.5661094189, propagate_forward_time: 24.1309013367, propagate_backward_time: 36.7569541931, weight_update_time: 0.1142136008, other_time: 2.4309921265
epoch time: 5.3014659882s, input_fired_time: 0.0835696757, output_fired_time: 0.0000000000, propagate_forward_time: 4.7929525375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249439240
validation[          , genome  3289] predictions:    9608/  10000 (96.08%), best:    9633/10000 (96.33%), error:      1310.05298, best error:      1256.80432 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.0812911987s, input_fired_time: 0.6453967690, output_fired_time: 0.5620339513, propagate_forward_time: 23.9866256714, propagate_backward_time: 36.4880485535, weight_update_time: 0.1131563187, other_time: 2.3991851807
epoch time: 5.3700680733s, input_fired_time: 0.0836910307, output_fired_time: 0.0000000000, propagate_forward_time: 4.8656349182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207420349
validation[          , genome  3289] predictions:    9583/  10000 (95.83%), best:    9633/10000 (96.33%), error:      1444.56970, best error:      1256.80432 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.3282699585s, input_fired_time: 0.6449640393, output_fired_time: 0.5641741753, propagate_forward_time: 24.0218238831, propagate_backward_time: 36.7004394531, weight_update_time: 0.1139432788, other_time: 2.3968696594
epoch time: 5.3646292686s, input_fired_time: 0.0838415399, output_fired_time: 0.0000000000, propagate_forward_time: 4.8499398232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308481216
validation[          , genome  3289] predictions:    9580/  10000 (95.80%), best:    9633/10000 (96.33%), error:      1353.96790, best error:      1256.80432 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.4234466553s, input_fired_time: 0.6480676532, output_fired_time: 0.5654293895, propagate_forward_time: 24.0817012787, propagate_backward_time: 36.7098541260, weight_update_time: 0.1140661687, other_time: 2.4183959961
epoch time: 5.3984627724s, input_fired_time: 0.0835148916, output_fired_time: 0.0000000000, propagate_forward_time: 4.8916707039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232773781
validation[          , genome  3289] predictions:    9571/  10000 (95.71%), best:    9633/10000 (96.33%), error:      1368.41809, best error:      1256.80432 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.4986190796s, input_fired_time: 0.6500065327, output_fired_time: 0.5664486885, propagate_forward_time: 24.1264114380, propagate_backward_time: 36.7342987061, weight_update_time: 0.1143380627, other_time: 2.4214553833
epoch time: 5.3937392235s, input_fired_time: 0.0842577741, output_fired_time: 0.0000000000, propagate_forward_time: 4.8754878044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339938164
validation[          , genome  3289] predictions:    9590/  10000 (95.90%), best:    9633/10000 (96.33%), error:      1325.09607, best error:      1256.80432 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.0156631470s, input_fired_time: 0.6512509584, output_fired_time: 0.5686098337, propagate_forward_time: 24.3126125336, propagate_backward_time: 37.0394477844, weight_update_time: 0.1152550578, other_time: 2.4437370300
epoch time: 5.3723707199s, input_fired_time: 0.0848061293, output_fired_time: 0.0000000000, propagate_forward_time: 4.8565573692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310073853
validation[          , genome  3289] predictions:    9580/  10000 (95.80%), best:    9633/10000 (96.33%), error:      1433.86792, best error:      1256.80432 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4961013794s, input_fired_time: 0.6505022049, output_fired_time: 0.5675671101, propagate_forward_time: 24.1450157166, propagate_backward_time: 36.7010307312, weight_update_time: 0.1146247610, other_time: 2.4319877625
epoch time: 5.3980503082s, input_fired_time: 0.0833587348, output_fired_time: 0.0000000000, propagate_forward_time: 4.8904595375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242320061
validation[          , genome  3289] predictions:    9589/  10000 (95.89%), best:    9633/10000 (96.33%), error:      1402.93311, best error:      1256.80432 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.7444229126s, input_fired_time: 0.6521022320, output_fired_time: 0.5668221712, propagate_forward_time: 24.1792564392, propagate_backward_time: 36.8872489929, weight_update_time: 0.1144768074, other_time: 2.4589958191
epoch time: 5.3250269890s, input_fired_time: 0.0847160295, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140916824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262194633
validation[          , genome  3289] predictions:    9605/  10000 (96.05%), best:    9633/10000 (96.33%), error:      1287.28491, best error:      1256.80432 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.9600982666s, input_fired_time: 0.6509304047, output_fired_time: 0.5687406063, propagate_forward_time: 24.2741947174, propagate_backward_time: 37.0303802490, weight_update_time: 0.1149217337, other_time: 2.4358520508
epoch time: 5.3645968437s, input_fired_time: 0.0839915499, output_fired_time: 0.0000000000, propagate_forward_time: 4.8521780968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284272194
validation[          , genome  3289] predictions:    9601/  10000 (96.01%), best:    9633/10000 (96.33%), error:      1336.74060, best error:      1256.80432 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.5139083862s, input_fired_time: 0.6540246010, output_fired_time: 0.5677005053, propagate_forward_time: 24.1203804016, propagate_backward_time: 36.7070121765, weight_update_time: 0.1146354973, other_time: 2.4647903442
epoch time: 5.3906025887s, input_fired_time: 0.0841876417, output_fired_time: 0.0000000000, propagate_forward_time: 4.8801174164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262976646
validation[          , genome  3289] predictions:    9615/  10000 (96.15%), best:    9633/10000 (96.33%), error:      1306.13965, best error:      1256.80432 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.4352416992s, input_fired_time: 0.6367016435, output_fired_time: 0.5462235212, propagate_forward_time: 23.2540550232, propagate_backward_time: 35.6582412720, weight_update_time: 0.1101155803, other_time: 2.3400192261
epoch time: 5.4682374001s, input_fired_time: 0.0855357647, output_fired_time: 0.0000000000, propagate_forward_time: 4.9544982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282035828
validation[          , genome  3289] predictions:    9562/  10000 (95.62%), best:    9633/10000 (96.33%), error:      1397.25916, best error:      1256.80432 on epoch:    60, 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: 26.9452686310s, input_fired_time: 0.4093634486, output_fired_time: 0.0000000000, propagate_forward_time: 24.2640037537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2719020844
best training[          , genome  3289] predictions:   48734/  50000 (97.47%), best:    9633/10000 (96.33%), error:      4391.77100, best error:      1256.80432 on epoch:    60, 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: 5.3471827507s, input_fired_time: 0.0814581886, output_fired_time: 0.0000000000, propagate_forward_time: 4.8352632523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304614067
   testing[          , genome  3289] predictions:    9634/  10000 (96.34%), best:    9633/10000 (96.33%), error:      1232.75598, best error:      1256.80432 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:08:00 (1656): called boinc_finish(0)

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