Nameexact_genome_1512568488_44_4399_0
Workunit2593287
Created7 Dec 2017, 9:45:42 UTC
Sent7 Dec 2017, 9:52:18 UTC
Report deadline13 Dec 2017, 1:23:09 UTC
Received8 Dec 2017, 20:04:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 48 min 17 sec
CPU time2 hours 48 min 14 sec
Validate stateValid
Credit1,411.61
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.48 MB
Peak swap size153.94 MB
Peak disk usage1.74 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1190470308, output_fired_time: 0.0000000000, propagate_forward_time: 6.9969539642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499449730
validation[          , genome  4399] predictions:    9550/  10000 (95.50%), best:    9639/10000 (96.39%), error:      1555.79431, best error:      1307.13953 on epoch:     1, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.3683929443s, input_fired_time: 0.9646927714, output_fired_time: 0.8858150840, propagate_forward_time: 34.5268669128, propagate_backward_time: 52.5601119995, weight_update_time: 0.1284927577, other_time: 2.4309043884
epoch time: 7.5282025337s, input_fired_time: 0.1180705875, output_fired_time: 0.0000000000, propagate_forward_time: 6.9689798355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411520958
validation[          , genome  4399] predictions:    9616/  10000 (96.16%), best:    9639/10000 (96.39%), error:      1327.42798, best error:      1307.13953 on epoch:     1, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 92.3523559570s, input_fired_time: 0.9787389636, output_fired_time: 0.8979456425, propagate_forward_time: 34.8262901306, propagate_backward_time: 53.1556015015, weight_update_time: 0.1303029507, other_time: 2.4937782288
epoch time: 7.5616679192s, input_fired_time: 0.1207385361, output_fired_time: 0.0000000000, propagate_forward_time: 6.9909777641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499516487
validation[          , genome  4399] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1087.91406, best error:      1087.91406 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.7230606079s, input_fired_time: 0.9745483994, output_fired_time: 0.8919206858, propagate_forward_time: 34.6153106689, propagate_backward_time: 52.7715377808, weight_update_time: 0.1310265213, other_time: 2.4697418213
epoch time: 7.4970827103s, input_fired_time: 0.1180654392, output_fired_time: 0.0000000000, propagate_forward_time: 6.9347133636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443039894
validation[          , genome  4399] predictions:    9691/  10000 (96.91%), best:    9703/10000 (97.03%), error:      1127.56030, best error:      1087.91406 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.6323776245s, input_fired_time: 0.9842014313, output_fired_time: 0.8841956854, propagate_forward_time: 34.5801467896, propagate_backward_time: 52.6774063110, weight_update_time: 0.1300586164, other_time: 2.5064315796
epoch time: 7.4973659515s, input_fired_time: 0.1203862056, output_fired_time: 0.0000000000, propagate_forward_time: 6.9254579544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515218735
validation[          , genome  4399] predictions:    9597/  10000 (95.97%), best:    9703/10000 (97.03%), error:      1344.28809, best error:      1087.91406 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 91.7950744629s, input_fired_time: 0.9799979329, output_fired_time: 0.8925873637, propagate_forward_time: 34.6463050842, propagate_backward_time: 52.7690887451, weight_update_time: 0.1296609044, other_time: 2.5070991516
epoch time: 7.4989361763s, input_fired_time: 0.1202686802, output_fired_time: 0.0000000000, propagate_forward_time: 6.9286918640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499754906
validation[          , genome  4399] predictions:    9581/  10000 (95.81%), best:    9703/10000 (97.03%), error:      1423.65662, best error:      1087.91406 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.6814346313s, input_fired_time: 0.9822464585, output_fired_time: 0.8882166147, propagate_forward_time: 34.6484336853, propagate_backward_time: 52.6564064026, weight_update_time: 0.1302496642, other_time: 2.5061340332
epoch time: 7.4931120872s, input_fired_time: 0.1197945997, output_fired_time: 0.0000000000, propagate_forward_time: 6.9242968559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490208626
validation[          , genome  4399] predictions:    9668/  10000 (96.68%), best:    9703/10000 (97.03%), error:      1147.45239, best error:      1087.91406 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.4621810913s, input_fired_time: 0.9637629390, output_fired_time: 0.8833394647, propagate_forward_time: 34.5934753418, propagate_backward_time: 52.5951728821, weight_update_time: 0.1270506084, other_time: 2.4264335632
epoch time: 7.4067444801s, input_fired_time: 0.1193733737, output_fired_time: 0.0000000000, propagate_forward_time: 6.8466272354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407439232
validation[          , genome  4399] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1068.51550, best error:      1068.51550 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.4906921387s, input_fired_time: 0.9641529918, output_fired_time: 0.8865509033, propagate_forward_time: 34.6010398865, propagate_backward_time: 52.6164932251, weight_update_time: 0.1281933188, other_time: 2.4224586487
epoch time: 7.5057573318s, input_fired_time: 0.1188484803, output_fired_time: 0.0000000000, propagate_forward_time: 6.9443883896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425206184
validation[          , genome  4399] predictions:    9619/  10000 (96.19%), best:    9700/10000 (97.00%), error:      1241.83496, best error:      1068.51550 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.7046203613s, input_fired_time: 0.9732536077, output_fired_time: 0.8754799366, propagate_forward_time: 34.2841529846, propagate_backward_time: 52.0709800720, weight_update_time: 0.1295477152, other_time: 2.5007553101
epoch time: 7.4773774147s, input_fired_time: 0.1198086739, output_fired_time: 0.0000000000, propagate_forward_time: 6.9172511101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403176308
validation[          , genome  4399] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1138.08093, best error:      1068.51550 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.8935928345s, input_fired_time: 0.9677727222, output_fired_time: 0.8913421631, propagate_forward_time: 34.7120971680, propagate_backward_time: 52.8918762207, weight_update_time: 0.1296809614, other_time: 2.4305038452
epoch time: 7.4712738991s, input_fired_time: 0.1196121871, output_fired_time: 0.0000000000, propagate_forward_time: 6.9123063087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393553734
validation[          , genome  4399] predictions:    9582/  10000 (95.82%), best:    9700/10000 (97.00%), error:      1330.13818, best error:      1068.51550 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.2108688354s, input_fired_time: 0.9864097834, output_fired_time: 0.8938426971, propagate_forward_time: 34.7795219421, propagate_backward_time: 53.0498008728, weight_update_time: 0.1313395500, other_time: 2.5012893677
epoch time: 7.5255360603s, input_fired_time: 0.1211994365, output_fired_time: 0.0000000000, propagate_forward_time: 6.9527783394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515581131
validation[          , genome  4399] predictions:    9588/  10000 (95.88%), best:    9700/10000 (97.00%), error:      1425.41333, best error:      1068.51550 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.9611434937s, input_fired_time: 0.9722853303, output_fired_time: 0.8912218213, propagate_forward_time: 34.7069702148, propagate_backward_time: 52.9389038086, weight_update_time: 0.1298731565, other_time: 2.4517669678
epoch time: 7.4677281380s, input_fired_time: 0.1190449297, output_fired_time: 0.0000000000, propagate_forward_time: 6.9089622498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397211075
validation[          , genome  4399] predictions:    9693/  10000 (96.93%), best:    9700/10000 (97.00%), error:      1081.07617, best error:      1068.51550 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.3777465820s, input_fired_time: 0.9808566570, output_fired_time: 0.8956311345, propagate_forward_time: 34.8397064209, propagate_backward_time: 53.1885566711, weight_update_time: 0.1310363412, other_time: 2.4729957581
epoch time: 7.5490522385s, input_fired_time: 0.1210610569, output_fired_time: 0.0000000000, propagate_forward_time: 6.9744801521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535112381
validation[          , genome  4399] predictions:    9671/  10000 (96.71%), best:    9700/10000 (97.00%), error:      1121.68665, best error:      1068.51550 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.5281448364s, input_fired_time: 0.9950000644, output_fired_time: 0.9135689735, propagate_forward_time: 34.9446525574, propagate_backward_time: 53.1613082886, weight_update_time: 0.1309497356, other_time: 2.5136146545
epoch time: 7.5318431854s, input_fired_time: 0.1217701510, output_fired_time: 0.0000000000, propagate_forward_time: 6.9600772858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499955177
validation[          , genome  4399] predictions:    9649/  10000 (96.49%), best:    9700/10000 (97.00%), error:      1222.35962, best error:      1068.51550 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.1522216797s, input_fired_time: 0.9690878391, output_fired_time: 0.8951244354, propagate_forward_time: 34.7967720032, propagate_backward_time: 53.0660820007, weight_update_time: 0.1282885224, other_time: 2.4251556396
epoch time: 7.5566802025s, input_fired_time: 0.1193059087, output_fired_time: 0.0000000000, propagate_forward_time: 6.9922075272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451665878
validation[          , genome  4399] predictions:    9673/  10000 (96.73%), best:    9700/10000 (97.00%), error:      1107.73254, best error:      1068.51550 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.8680343628s, input_fired_time: 0.9726980925, output_fired_time: 0.8901720643, propagate_forward_time: 34.6891326904, propagate_backward_time: 52.8505210876, weight_update_time: 0.1281958967, other_time: 2.4655113220
epoch time: 7.5006952286s, input_fired_time: 0.1201935410, output_fired_time: 0.0000000000, propagate_forward_time: 6.9291553497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513463974
validation[          , genome  4399] predictions:    9618/  10000 (96.18%), best:    9700/10000 (97.00%), error:      1277.58276, best error:      1068.51550 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.5715637207s, input_fired_time: 0.9699250460, output_fired_time: 0.8886826634, propagate_forward_time: 34.5272712708, propagate_backward_time: 52.7627410889, weight_update_time: 0.1289586574, other_time: 2.4229469299
epoch time: 7.4435482025s, input_fired_time: 0.1186707318, output_fired_time: 0.0000000000, propagate_forward_time: 6.8855695724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393076897
validation[          , genome  4399] predictions:    9669/  10000 (96.69%), best:    9700/10000 (97.00%), error:      1108.29736, best error:      1068.51550 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.1461944580s, input_fired_time: 0.9636889100, output_fired_time: 0.8849254251, propagate_forward_time: 34.4095306396, propagate_backward_time: 52.4615325928, weight_update_time: 0.1276807189, other_time: 2.4265136719
epoch time: 7.5040702820s, input_fired_time: 0.1191820353, output_fired_time: 0.0000000000, propagate_forward_time: 6.9452004433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396877289
validation[          , genome  4399] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1129.67383, best error:      1068.51550 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.2799224854s, input_fired_time: 0.9747747183, output_fired_time: 0.8939663172, propagate_forward_time: 34.8307800293, propagate_backward_time: 53.1329803467, weight_update_time: 0.1300846934, other_time: 2.4474182129
epoch time: 7.5242838860s, input_fired_time: 0.1205134615, output_fired_time: 0.0000000000, propagate_forward_time: 6.9530186653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507517815
validation[          , genome  4399] predictions:    9645/  10000 (96.45%), best:    9700/10000 (97.00%), error:      1199.81665, best error:      1068.51550 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.0205612183s, input_fired_time: 0.9821147919, output_fired_time: 0.8947363496, propagate_forward_time: 34.6848144531, propagate_backward_time: 52.9730834961, weight_update_time: 0.1302200854, other_time: 2.4858093262
epoch time: 7.5072631836s, input_fired_time: 0.1198304519, output_fired_time: 0.0000000000, propagate_forward_time: 6.9465646744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408679008
validation[          , genome  4399] predictions:    9688/  10000 (96.88%), best:    9700/10000 (97.00%), error:      1097.92114, best error:      1068.51550 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.2706298828s, input_fired_time: 0.9652664661, output_fired_time: 0.8862412572, propagate_forward_time: 34.4273262024, propagate_backward_time: 52.5711898804, weight_update_time: 0.1279199421, other_time: 2.4206123352
epoch time: 7.4652190208s, input_fired_time: 0.1197150648, output_fired_time: 0.0000000000, propagate_forward_time: 6.9048638344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406399727
validation[          , genome  4399] predictions:    9679/  10000 (96.79%), best:    9700/10000 (97.00%), error:      1085.40845, best error:      1068.51550 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.9685516357s, input_fired_time: 0.9685801864, output_fired_time: 0.8926954865, propagate_forward_time: 34.7434921265, propagate_backward_time: 52.9407958984, weight_update_time: 0.1292269677, other_time: 2.4229888916
epoch time: 7.5084209442s, input_fired_time: 0.1208880842, output_fired_time: 0.0000000000, propagate_forward_time: 6.9458298683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417028427
validation[          , genome  4399] predictions:    9600/  10000 (96.00%), best:    9700/10000 (97.00%), error:      1310.20496, best error:      1068.51550 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.4326400757s, input_fired_time: 0.9876422882, output_fired_time: 0.8970309496, propagate_forward_time: 34.8845748901, propagate_backward_time: 53.1540985107, weight_update_time: 0.1312798709, other_time: 2.5092926025
epoch time: 7.5729446411s, input_fired_time: 0.1204309762, output_fired_time: 0.0000000000, propagate_forward_time: 7.0026512146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498624802
validation[          , genome  4399] predictions:    9622/  10000 (96.22%), best:    9700/10000 (97.00%), error:      1326.33704, best error:      1068.51550 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.5107345581s, input_fired_time: 0.9776800871, output_fired_time: 0.8871054649, propagate_forward_time: 34.5183258057, propagate_backward_time: 52.6218414307, weight_update_time: 0.1304655969, other_time: 2.5057830811
epoch time: 7.5136651993s, input_fired_time: 0.1197894961, output_fired_time: 0.0000000000, propagate_forward_time: 6.9508228302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430527687
validation[          , genome  4399] predictions:    9629/  10000 (96.29%), best:    9700/10000 (97.00%), error:      1252.52368, best error:      1068.51550 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.6304244995s, input_fired_time: 0.9623410702, output_fired_time: 0.8875104785, propagate_forward_time: 34.6127433777, propagate_backward_time: 52.7404060364, weight_update_time: 0.1288211644, other_time: 2.4274215698
epoch time: 7.5014519691s, input_fired_time: 0.1191418767, output_fired_time: 0.0000000000, propagate_forward_time: 6.9398708344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424390793
validation[          , genome  4399] predictions:    9606/  10000 (96.06%), best:    9700/10000 (97.00%), error:      1336.77966, best error:      1068.51550 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.8317108154s, input_fired_time: 0.9734198451, output_fired_time: 0.8882324696, propagate_forward_time: 34.6727180481, propagate_backward_time: 52.8239173889, weight_update_time: 0.1296284199, other_time: 2.4734268188
epoch time: 7.4407706261s, input_fired_time: 0.1181684211, output_fired_time: 0.0000000000, propagate_forward_time: 6.8806505203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419517517
validation[          , genome  4399] predictions:    9620/  10000 (96.20%), best:    9700/10000 (97.00%), error:      1330.29968, best error:      1068.51550 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.6531448364s, input_fired_time: 0.9756563902, output_fired_time: 0.8939822316, propagate_forward_time: 34.5654983521, propagate_backward_time: 52.7243080139, weight_update_time: 0.1297138631, other_time: 2.4937019348
epoch time: 7.4945807457s, input_fired_time: 0.1214843467, output_fired_time: 0.0000000000, propagate_forward_time: 6.9212017059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518947601
validation[          , genome  4399] predictions:    9645/  10000 (96.45%), best:    9700/10000 (97.00%), error:      1252.33325, best error:      1068.51550 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.8157806396s, input_fired_time: 0.9615643024, output_fired_time: 0.8897823095, propagate_forward_time: 34.6793708801, propagate_backward_time: 52.8608474731, weight_update_time: 0.1292170435, other_time: 2.4242134094
epoch time: 7.5317797661s, input_fired_time: 0.1202127784, output_fired_time: 0.0000000000, propagate_forward_time: 6.9709353447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406318665
validation[          , genome  4399] predictions:    9609/  10000 (96.09%), best:    9700/10000 (97.00%), error:      1284.70544, best error:      1068.51550 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.9480056763s, input_fired_time: 0.9627354145, output_fired_time: 0.8824132681, propagate_forward_time: 34.8774604797, propagate_backward_time: 52.7823944092, weight_update_time: 0.1299125552, other_time: 2.4429969788
epoch time: 7.4532847404s, input_fired_time: 0.1199680045, output_fired_time: 0.0000000000, propagate_forward_time: 6.8936595917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396572113
validation[          , genome  4399] predictions:    9647/  10000 (96.47%), best:    9700/10000 (97.00%), error:      1198.57874, best error:      1068.51550 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.5815277100s, input_fired_time: 0.9687454700, output_fired_time: 0.8894044161, propagate_forward_time: 34.4808578491, propagate_backward_time: 52.7928543091, weight_update_time: 0.1287460178, other_time: 2.4496688843
epoch time: 7.5051178932s, input_fired_time: 0.1198253483, output_fired_time: 0.0000000000, propagate_forward_time: 6.9433689117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419236183
validation[          , genome  4399] predictions:    9628/  10000 (96.28%), best:    9700/10000 (97.00%), error:      1269.03064, best error:      1068.51550 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.0675582886s, input_fired_time: 0.9723765254, output_fired_time: 0.8942821026, propagate_forward_time: 34.6984405518, propagate_backward_time: 53.0433311462, weight_update_time: 0.1301974505, other_time: 2.4591331482
epoch time: 7.5447468758s, input_fired_time: 0.1210392565, output_fired_time: 0.0000000000, propagate_forward_time: 6.9732360840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504714012
validation[          , genome  4399] predictions:    9544/  10000 (95.44%), best:    9700/10000 (97.00%), error:      1529.49084, best error:      1068.51550 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.6695785522s, input_fired_time: 0.9908383489, output_fired_time: 0.8989431262, propagate_forward_time: 34.9682540894, propagate_backward_time: 53.3011703491, weight_update_time: 0.1318133175, other_time: 2.5103759766
epoch time: 7.5679807663s, input_fired_time: 0.1209829226, output_fired_time: 0.0000000000, propagate_forward_time: 6.9938597679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531378746
validation[          , genome  4399] predictions:    9659/  10000 (96.59%), best:    9700/10000 (97.00%), error:      1162.46106, best error:      1068.51550 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.8083190918s, input_fired_time: 0.9629362822, output_fired_time: 0.8894118667, propagate_forward_time: 34.7010002136, propagate_backward_time: 52.8278198242, weight_update_time: 0.1292577088, other_time: 2.4271507263
epoch time: 7.5320329666s, input_fired_time: 0.1187659875, output_fired_time: 0.0000000000, propagate_forward_time: 6.9730925560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401745796
validation[          , genome  4399] predictions:    9663/  10000 (96.63%), best:    9700/10000 (97.00%), error:      1205.00256, best error:      1068.51550 on epoch:    21, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 91.4784927368s, input_fired_time: 0.9615780711, output_fired_time: 0.8924995661, propagate_forward_time: 34.4752540588, propagate_backward_time: 52.7241249084, weight_update_time: 0.1294213533, other_time: 2.4250335693
epoch time: 7.5440378189s, input_fired_time: 0.1195309907, output_fired_time: 0.0000000000, propagate_forward_time: 6.9835495949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409570694
validation[          , genome  4399] predictions:    9635/  10000 (96.35%), best:    9700/10000 (97.00%), error:      1275.28455, best error:      1068.51550 on epoch:    21, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.0187072754s, input_fired_time: 0.9653075337, output_fired_time: 0.8815894127, propagate_forward_time: 34.8835525513, propagate_backward_time: 52.8509521484, weight_update_time: 0.1293154210, other_time: 2.4373016357
epoch time: 7.4859194756s, input_fired_time: 0.1209269762, output_fired_time: 0.0000000000, propagate_forward_time: 6.9154415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495511055
validation[          , genome  4399] predictions:    9610/  10000 (96.10%), best:    9700/10000 (97.00%), error:      1313.91028, best error:      1068.51550 on epoch:    21, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.6954498291s, input_fired_time: 0.9818670750, output_fired_time: 0.8885590434, propagate_forward_time: 34.5523147583, propagate_backward_time: 52.7951850891, weight_update_time: 0.1294430941, other_time: 2.4775276184
epoch time: 7.5366187096s, input_fired_time: 0.1208658591, output_fired_time: 0.0000000000, propagate_forward_time: 6.9749884605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407644272
validation[          , genome  4399] predictions:    9619/  10000 (96.19%), best:    9700/10000 (97.00%), error:      1261.72009, best error:      1068.51550 on epoch:    21, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.1277999878s, input_fired_time: 0.9722248316, output_fired_time: 0.8963031173, propagate_forward_time: 34.7712135315, propagate_backward_time: 53.0642700195, weight_update_time: 0.1291522384, other_time: 2.4237937927
epoch time: 7.5137515068s, input_fired_time: 0.1210473925, output_fired_time: 0.0000000000, propagate_forward_time: 6.9505057335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421982765
validation[          , genome  4399] predictions:    9661/  10000 (96.61%), best:    9700/10000 (97.00%), error:      1130.91943, best error:      1068.51550 on epoch:    21, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.2886199951s, input_fired_time: 0.9717537165, output_fired_time: 0.8953409791, propagate_forward_time: 34.8197669983, propagate_backward_time: 53.1748123169, weight_update_time: 0.1288365573, other_time: 2.4269447327
epoch time: 7.5098857880s, input_fired_time: 0.1231844798, output_fired_time: 0.0000000000, propagate_forward_time: 6.9344902039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522109032
validation[          , genome  4399] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1053.39294, best error:      1053.39294 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.9375762939s, input_fired_time: 0.9917161465, output_fired_time: 0.8968406320, propagate_forward_time: 34.7243728638, propagate_backward_time: 52.8255081177, weight_update_time: 0.1302251369, other_time: 2.4991378784
epoch time: 7.5295586586s, input_fired_time: 0.1229448318, output_fired_time: 0.0000000000, propagate_forward_time: 6.9555683136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510455132
validation[          , genome  4399] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1085.17896, best error:      1053.39294 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.7125854492s, input_fired_time: 0.9702888727, output_fired_time: 0.8865734339, propagate_forward_time: 34.5962219238, propagate_backward_time: 52.8344345093, weight_update_time: 0.1277089119, other_time: 2.4250640869
epoch time: 7.5182819366s, input_fired_time: 0.1216958538, output_fired_time: 0.0000000000, propagate_forward_time: 6.9551129341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414730072
validation[          , genome  4399] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:      1009.18091, best error:      1009.18091 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.4784698486s, input_fired_time: 1.0015791655, output_fired_time: 0.8983544111, propagate_forward_time: 34.9100494385, propagate_backward_time: 53.1617164612, weight_update_time: 0.1307361871, other_time: 2.5067710876
epoch time: 7.5450501442s, input_fired_time: 0.1232809722, output_fired_time: 0.0000000000, propagate_forward_time: 6.9704027176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513664246
validation[          , genome  4399] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1001.48303, best error:      1001.48303 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.6784515381s, input_fired_time: 0.9726749063, output_fired_time: 0.8904224634, propagate_forward_time: 34.6106452942, propagate_backward_time: 52.7830657959, weight_update_time: 0.1290146559, other_time: 2.4216499329
epoch time: 7.4590272903s, input_fired_time: 0.1208321229, output_fired_time: 0.0000000000, propagate_forward_time: 6.8994207382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387745857
validation[          , genome  4399] predictions:    9646/  10000 (96.46%), best:    9711/10000 (97.11%), error:      1126.98718, best error:      1001.48303 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.2227630615s, input_fired_time: 0.9906842709, output_fired_time: 0.8958697319, propagate_forward_time: 34.7641258240, propagate_backward_time: 53.0797195435, weight_update_time: 0.1314570755, other_time: 2.4923667908
epoch time: 7.5350236893s, input_fired_time: 0.1236748323, output_fired_time: 0.0000000000, propagate_forward_time: 6.9590916634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522571564
validation[          , genome  4399] predictions:    9569/  10000 (95.69%), best:    9711/10000 (97.11%), error:      1440.16602, best error:      1001.48303 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.2780761719s, input_fired_time: 0.9840939641, output_fired_time: 0.8935600519, propagate_forward_time: 34.7874374390, propagate_backward_time: 53.1556167603, weight_update_time: 0.1295682937, other_time: 2.4573669434
epoch time: 7.5635662079s, input_fired_time: 0.1248093545, output_fired_time: 0.0000000000, propagate_forward_time: 6.9885106087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502463341
validation[          , genome  4399] predictions:    9685/  10000 (96.85%), best:    9711/10000 (97.11%), error:      1041.23462, best error:      1001.48303 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.6297454834s, input_fired_time: 0.9721185565, output_fired_time: 0.8904784918, propagate_forward_time: 34.6216011047, propagate_backward_time: 52.7254409790, weight_update_time: 0.1281180680, other_time: 2.4201011658
epoch time: 7.4992918968s, input_fired_time: 0.1222557575, output_fired_time: 0.0000000000, propagate_forward_time: 6.9362974167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407386780
validation[          , genome  4399] predictions:    9677/  10000 (96.77%), best:    9711/10000 (97.11%), error:      1085.71191, best error:      1001.48303 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.3438491821s, input_fired_time: 0.9877786636, output_fired_time: 0.8941542506, propagate_forward_time: 34.8291015625, propagate_backward_time: 53.1636886597, weight_update_time: 0.1295823455, other_time: 2.4691238403
epoch time: 7.5623149872s, input_fired_time: 0.1242485270, output_fired_time: 0.0000000000, propagate_forward_time: 6.9875764847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504899979
validation[          , genome  4399] predictions:    9703/  10000 (97.03%), best:    9711/10000 (97.11%), error:      1036.76941, best error:      1001.48303 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.7363739014s, input_fired_time: 0.9782587886, output_fired_time: 0.8893262744, propagate_forward_time: 34.6413230896, propagate_backward_time: 52.8052558899, weight_update_time: 0.1285503209, other_time: 2.4222106934
epoch time: 7.4889698029s, input_fired_time: 0.1210538223, output_fired_time: 0.0000000000, propagate_forward_time: 6.9275255203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403905869
validation[          , genome  4399] predictions:    9700/  10000 (97.00%), best:    9711/10000 (97.11%), error:      1062.73950, best error:      1001.48303 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.3210754395s, input_fired_time: 0.9921364784, output_fired_time: 0.8957968354, propagate_forward_time: 34.8670959473, propagate_backward_time: 53.1064453125, weight_update_time: 0.1294648647, other_time: 2.4596023560
epoch time: 7.5764884949s, input_fired_time: 0.1251293123, output_fired_time: 0.0000000000, propagate_forward_time: 7.0002779961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510812759
validation[          , genome  4399] predictions:    9699/  10000 (96.99%), best:    9711/10000 (97.11%), error:      1061.40222, best error:      1001.48303 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.9832611084s, input_fired_time: 0.9963241220, output_fired_time: 0.8927810788, propagate_forward_time: 34.6879043579, propagate_backward_time: 52.9228401184, weight_update_time: 0.1290817857, other_time: 2.4834098816
epoch time: 7.5319342613s, input_fired_time: 0.1229238957, output_fired_time: 0.0000000000, propagate_forward_time: 6.9570684433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519419670
validation[          , genome  4399] predictions:    9695/  10000 (96.95%), best:    9711/10000 (97.11%), error:      1092.13977, best error:      1001.48303 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.2643814087s, input_fired_time: 1.0040820837, output_fired_time: 0.8939028978, propagate_forward_time: 34.8045425415, propagate_backward_time: 53.0547714233, weight_update_time: 0.1308184713, other_time: 2.5070800781
epoch time: 7.5244007111s, input_fired_time: 0.1238722056, output_fired_time: 0.0000000000, propagate_forward_time: 6.9510335922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494948387
validation[          , genome  4399] predictions:    9695/  10000 (96.95%), best:    9711/10000 (97.11%), error:      1021.40088, best error:      1001.48303 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.7340164185s, input_fired_time: 0.9747440815, output_fired_time: 0.8897818327, propagate_forward_time: 34.6681289673, propagate_backward_time: 52.7755928040, weight_update_time: 0.1360688508, other_time: 2.4257698059
epoch time: 7.5051593781s, input_fired_time: 0.1220609993, output_fired_time: 0.0000000000, propagate_forward_time: 6.9445390701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385595322
validation[          , genome  4399] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:      1055.21472, best error:      1001.48303 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.7873992920s, input_fired_time: 0.9966531992, output_fired_time: 0.8896648288, propagate_forward_time: 34.6381874084, propagate_backward_time: 52.7720489502, weight_update_time: 0.1362842619, other_time: 2.4908485413
epoch time: 7.5187749863s, input_fired_time: 0.1224788278, output_fired_time: 0.0000000000, propagate_forward_time: 6.9553446770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409513474
validation[          , genome  4399] predictions:    9715/  10000 (97.15%), best:    9711/10000 (97.11%), error:      1003.97058, best error:      1001.48303 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.6329116821s, input_fired_time: 0.9825346470, output_fired_time: 0.8873353601, propagate_forward_time: 34.5913963318, propagate_backward_time: 52.7461471558, weight_update_time: 0.1282086372, other_time: 2.4254951477
epoch time: 7.5318789482s, input_fired_time: 0.1245073602, output_fired_time: 0.0000000000, propagate_forward_time: 6.9569115639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504599571
validation[          , genome  4399] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       959.97888, best error:       959.97888 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.4370498657s, input_fired_time: 0.9869419932, output_fired_time: 0.8912648559, propagate_forward_time: 34.3648948669, propagate_backward_time: 52.7223014832, weight_update_time: 0.1289331615, other_time: 2.4716491699
epoch time: 7.5722360611s, input_fired_time: 0.1246820092, output_fired_time: 0.0000000000, propagate_forward_time: 6.9953770638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521770477
validation[          , genome  4399] predictions:    9682/  10000 (96.82%), best:    9735/10000 (97.35%), error:      1061.61816, best error:       959.97888 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.7045822144s, input_fired_time: 0.9827484488, output_fired_time: 0.8856840730, propagate_forward_time: 34.6212043762, propagate_backward_time: 52.7893295288, weight_update_time: 0.1289637387, other_time: 2.4256172180
epoch time: 7.5018196106s, input_fired_time: 0.1223109215, output_fired_time: 0.0000000000, propagate_forward_time: 6.9408111572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386973381
validation[          , genome  4399] predictions:    9694/  10000 (96.94%), best:    9735/10000 (97.35%), error:      1022.99158, best error:       959.97888 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.9073333740s, input_fired_time: 0.9876634479, output_fired_time: 0.8918289542, propagate_forward_time: 34.6489830017, propagate_backward_time: 52.9166069031, weight_update_time: 0.1290809512, other_time: 2.4622497559
epoch time: 7.4898095131s, input_fired_time: 0.1209679917, output_fired_time: 0.0000000000, propagate_forward_time: 6.9268503189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419913292
validation[          , genome  4399] predictions:    9706/  10000 (97.06%), best:    9735/10000 (97.35%), error:      1017.86047, best error:       959.97888 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.1485671997s, input_fired_time: 0.9868034124, output_fired_time: 0.8837745190, propagate_forward_time: 34.3708953857, propagate_backward_time: 52.4524078369, weight_update_time: 0.1293640286, other_time: 2.4546890259
epoch time: 7.4713883400s, input_fired_time: 0.1231814623, output_fired_time: 0.0000000000, propagate_forward_time: 6.9084439278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397630692
validation[          , genome  4399] predictions:    9672/  10000 (96.72%), best:    9735/10000 (97.35%), error:      1109.49255, best error:       959.97888 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.1843109131s, input_fired_time: 0.9847333431, output_fired_time: 0.8946428895, propagate_forward_time: 34.8069801331, propagate_backward_time: 53.0720901489, weight_update_time: 0.1284555197, other_time: 2.4258613586
epoch time: 7.5467567444s, input_fired_time: 0.1225240678, output_fired_time: 0.0000000000, propagate_forward_time: 6.9835953712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406371117
validation[          , genome  4399] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:      1015.30096, best error:       959.97888 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.6265640259s, input_fired_time: 1.0037187338, output_fired_time: 0.8991819024, propagate_forward_time: 34.8823852539, propagate_backward_time: 53.3325462341, weight_update_time: 0.1320107281, other_time: 2.5087318420
epoch time: 7.5723938942s, input_fired_time: 0.1257845312, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939198494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526896477
validation[          , genome  4399] predictions:    9644/  10000 (96.44%), best:    9735/10000 (97.35%), error:      1220.62207, best error:       959.97888 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.4592208862s, input_fired_time: 1.0012201071, output_fired_time: 0.8994416595, propagate_forward_time: 34.8219871521, propagate_backward_time: 53.2272338867, weight_update_time: 0.1309847236, other_time: 2.5093345642
epoch time: 7.5491251945s, input_fired_time: 0.1262458265, output_fired_time: 0.0000000000, propagate_forward_time: 6.9701561928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527230263
validation[          , genome  4399] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:      1032.69958, best error:       959.97888 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.8529052734s, input_fired_time: 1.0017468929, output_fired_time: 0.8923705816, propagate_forward_time: 34.6477851868, propagate_backward_time: 52.8274421692, weight_update_time: 0.1297340393, other_time: 2.4835586548
epoch time: 7.4869270325s, input_fired_time: 0.1241596416, output_fired_time: 0.0000000000, propagate_forward_time: 6.9114923477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512748718
validation[          , genome  4399] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:      1006.90118, best error:       959.97888 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.0604095459s, input_fired_time: 1.0031269789, output_fired_time: 0.8956300020, propagate_forward_time: 34.7281455994, propagate_backward_time: 52.9260368347, weight_update_time: 0.1320807636, other_time: 2.5074691772
epoch time: 7.4593033791s, input_fired_time: 0.1237735227, output_fired_time: 0.0000000000, propagate_forward_time: 6.8961133957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394164085
validation[          , genome  4399] predictions:    9669/  10000 (96.69%), best:    9735/10000 (97.35%), error:      1111.02698, best error:       959.97888 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.5878677368s, input_fired_time: 0.9867231250, output_fired_time: 0.8839899302, propagate_forward_time: 34.6094055176, propagate_backward_time: 52.6649856567, weight_update_time: 0.1293593496, other_time: 2.4427642822
epoch time: 7.4343314171s, input_fired_time: 0.1246495768, output_fired_time: 0.0000000000, propagate_forward_time: 6.8581194878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515624046
validation[          , genome  4399] predictions:    9695/  10000 (96.95%), best:    9735/10000 (97.35%), error:      1016.48065, best error:       959.97888 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.8640213013s, input_fired_time: 0.9881406426, output_fired_time: 0.8921416402, propagate_forward_time: 34.6081047058, propagate_backward_time: 52.9410247803, weight_update_time: 0.1286636740, other_time: 2.4346046448
epoch time: 7.5443077087s, input_fired_time: 0.1223497763, output_fired_time: 0.0000000000, propagate_forward_time: 6.9802970886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416608810
validation[          , genome  4399] predictions:    9631/  10000 (96.31%), best:    9735/10000 (97.35%), error:      1254.84253, best error:       959.97888 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.0749893188s, input_fired_time: 0.9820009470, output_fired_time: 0.8950435519, propagate_forward_time: 34.6643447876, propagate_backward_time: 53.1105537415, weight_update_time: 0.1290953010, other_time: 2.4230461121
epoch time: 7.5111761093s, input_fired_time: 0.1244920120, output_fired_time: 0.0000000000, propagate_forward_time: 6.9470877647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395961761
validation[          , genome  4399] predictions:    9698/  10000 (96.98%), best:    9735/10000 (97.35%), error:      1070.91101, best error:       959.97888 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.3776702881s, input_fired_time: 1.0035691261, output_fired_time: 0.8980779052, propagate_forward_time: 34.8543815613, propagate_backward_time: 53.1200790405, weight_update_time: 0.1312931031, other_time: 2.5015602112
epoch time: 7.5695996284s, input_fired_time: 0.1245350763, output_fired_time: 0.0000000000, propagate_forward_time: 6.9930481911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520163536
validation[          , genome  4399] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       949.43390, best error:       949.43390 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.2696685791s, input_fired_time: 0.9872870445, output_fired_time: 0.8940955400, propagate_forward_time: 34.8118782043, propagate_backward_time: 53.1515464783, weight_update_time: 0.1295114309, other_time: 2.4248580933
epoch time: 7.5376849174s, input_fired_time: 0.1246205568, output_fired_time: 0.0000000000, propagate_forward_time: 6.9726357460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404287338
validation[          , genome  4399] predictions:    9673/  10000 (96.73%), best:    9732/10000 (97.32%), error:      1118.42322, best error:       949.43390 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.9792022705s, input_fired_time: 0.9974726439, output_fired_time: 0.8939003944, propagate_forward_time: 34.6975822449, propagate_backward_time: 52.9244232178, weight_update_time: 0.1290991902, other_time: 2.4658241272
epoch time: 7.4736042023s, input_fired_time: 0.1250071079, output_fired_time: 0.0000000000, propagate_forward_time: 6.8977661133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508309364
validation[          , genome  4399] predictions:    9698/  10000 (96.98%), best:    9732/10000 (97.32%), error:      1073.56396, best error:       949.43390 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 91.1420364380s, input_fired_time: 0.9856688976, output_fired_time: 0.8752411604, propagate_forward_time: 34.4755477905, propagate_backward_time: 52.3960914612, weight_update_time: 0.1265051961, other_time: 2.4094810486
epoch time: 7.5256061554s, input_fired_time: 0.1231430098, output_fired_time: 0.0000000000, propagate_forward_time: 6.9598417282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426212311
validation[          , genome  4399] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:      1065.21179, best error:       949.43390 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.6944732666s, input_fired_time: 1.0087969303, output_fired_time: 0.8914879560, propagate_forward_time: 34.5969619751, propagate_backward_time: 52.7003631592, weight_update_time: 0.1297835112, other_time: 2.4968643188
epoch time: 7.4871983528s, input_fired_time: 0.1262129694, output_fired_time: 0.0000000000, propagate_forward_time: 6.9114947319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494905472
validation[          , genome  4399] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       995.59760, best error:       949.43390 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.6510620117s, input_fired_time: 1.0022308826, output_fired_time: 0.8904112577, propagate_forward_time: 34.5201911926, propagate_backward_time: 52.7374038696, weight_update_time: 0.1300983578, other_time: 2.5008277893
epoch time: 7.4779849052s, input_fired_time: 0.1250071079, output_fired_time: 0.0000000000, propagate_forward_time: 6.9029350281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500427246
validation[          , genome  4399] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       959.13068, best error:       949.43390 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.0054855347s, input_fired_time: 1.0027981997, output_fired_time: 0.8762760162, propagate_forward_time: 34.3380813599, propagate_backward_time: 52.2832107544, weight_update_time: 0.1311080903, other_time: 2.5051193237
epoch time: 7.4889936447s, input_fired_time: 0.1256166399, output_fired_time: 0.0000000000, propagate_forward_time: 6.9107284546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526486397
validation[          , genome  4399] predictions:    9678/  10000 (96.78%), best:    9732/10000 (97.32%), error:      1060.40552, best error:       949.43390 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.2701873779s, input_fired_time: 1.0001986027, output_fired_time: 0.8856903315, propagate_forward_time: 34.2639999390, propagate_backward_time: 52.6078910828, weight_update_time: 0.1296373457, other_time: 2.5124092102
epoch time: 7.4781675339s, input_fired_time: 0.1243322566, output_fired_time: 0.0000000000, propagate_forward_time: 6.9038076401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500274658
validation[          , genome  4399] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:      1033.31201, best error:       949.43390 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.2899932861s, input_fired_time: 0.9862235785, output_fired_time: 0.8998655677, propagate_forward_time: 34.7998847961, propagate_backward_time: 53.1754379272, weight_update_time: 0.1291077733, other_time: 2.4285850525
epoch time: 7.4598140717s, input_fired_time: 0.1247858480, output_fired_time: 0.0000000000, propagate_forward_time: 6.8953456879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396824837
validation[          , genome  4399] predictions:    9669/  10000 (96.69%), best:    9732/10000 (97.32%), error:      1153.21643, best error:       949.43390 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.7079391479s, input_fired_time: 0.9866224527, output_fired_time: 0.8891965747, propagate_forward_time: 34.5969314575, propagate_backward_time: 52.8134422302, weight_update_time: 0.1288378239, other_time: 2.4217414856
epoch time: 7.4986810684s, input_fired_time: 0.1252467632, output_fired_time: 0.0000000000, propagate_forward_time: 6.9343104362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391236305
validation[          , genome  4399] predictions:    9715/  10000 (97.15%), best:    9732/10000 (97.32%), error:       985.03809, best error:       949.43390 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.2269973755s, input_fired_time: 0.9913637042, output_fired_time: 0.8859037757, propagate_forward_time: 34.2548294067, propagate_backward_time: 52.6326103210, weight_update_time: 0.1298881769, other_time: 2.4622917175
epoch time: 7.4321460724s, input_fired_time: 0.1243416071, output_fired_time: 0.0000000000, propagate_forward_time: 6.8569574356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508471489
validation[          , genome  4399] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:      1044.30481, best error:       949.43390 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.9865417480s, input_fired_time: 1.0036650896, output_fired_time: 0.8920965791, propagate_forward_time: 34.7195472717, propagate_backward_time: 52.8805198669, weight_update_time: 0.1309090108, other_time: 2.4907150269
epoch time: 7.5074915886s, input_fired_time: 0.1244403198, output_fired_time: 0.0000000000, propagate_forward_time: 6.9434738159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395775795
validation[          , genome  4399] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       964.20990, best error:       949.43390 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.0705184937s, input_fired_time: 1.0129903555, output_fired_time: 0.8902196288, propagate_forward_time: 34.7929420471, propagate_backward_time: 52.8648452759, weight_update_time: 0.1305968463, other_time: 2.5095176697
epoch time: 7.5792446136s, input_fired_time: 0.1276912838, output_fired_time: 0.0000000000, propagate_forward_time: 6.9996738434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518795013
validation[          , genome  4399] predictions:    9671/  10000 (96.71%), best:    9732/10000 (97.32%), error:      1107.62512, best error:       949.43390 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.7978210449s, input_fired_time: 1.0102404356, output_fired_time: 0.8929539919, propagate_forward_time: 34.5465240479, propagate_backward_time: 52.8503799438, weight_update_time: 0.1303761005, other_time: 2.4977264404
epoch time: 7.4755558968s, input_fired_time: 0.1261347383, output_fired_time: 0.0000000000, propagate_forward_time: 6.9011559486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482650757
validation[          , genome  4399] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:      1075.60303, best error:       949.43390 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.6721801758s, input_fired_time: 0.9887282252, output_fired_time: 0.8873787522, propagate_forward_time: 34.5402641296, propagate_backward_time: 52.8438301086, weight_update_time: 0.1281241179, other_time: 2.4119720459
epoch time: 7.5425076485s, input_fired_time: 0.1253642738, output_fired_time: 0.0000000000, propagate_forward_time: 6.9776692390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394741058
validation[          , genome  4399] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:      1042.88489, best error:       949.43390 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.2004013062s, input_fired_time: 1.0000183582, output_fired_time: 0.8856871128, propagate_forward_time: 34.2959442139, propagate_backward_time: 52.5308151245, weight_update_time: 0.1298206300, other_time: 2.4879379272
epoch time: 7.4083342552s, input_fired_time: 0.1261360943, output_fired_time: 0.0000000000, propagate_forward_time: 6.8333826065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488153458
validation[          , genome  4399] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       987.27087, best error:       949.43390 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.8288116455s, input_fired_time: 0.9969650507, output_fired_time: 0.8923142552, propagate_forward_time: 34.8290634155, propagate_backward_time: 52.6942291260, weight_update_time: 0.1275213510, other_time: 2.4162445068
epoch time: 7.5047721863s, input_fired_time: 0.1233685464, output_fired_time: 0.0000000000, propagate_forward_time: 6.9393553734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420480728
validation[          , genome  4399] predictions:    9662/  10000 (96.62%), best:    9732/10000 (97.32%), error:      1146.73950, best error:       949.43390 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.9340286255s, input_fired_time: 0.9949052930, output_fired_time: 0.8915763497, propagate_forward_time: 34.6684417725, propagate_backward_time: 52.9376678467, weight_update_time: 0.1293239594, other_time: 2.4414367676
epoch time: 7.4710531235s, input_fired_time: 0.1250417382, output_fired_time: 0.0000000000, propagate_forward_time: 6.9039506912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420604706
validation[          , genome  4399] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       997.03241, best error:       949.43390 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.5880279541s, input_fired_time: 1.0022658110, output_fired_time: 0.8891255856, propagate_forward_time: 34.5653800964, propagate_backward_time: 52.6796264648, weight_update_time: 0.1291889846, other_time: 2.4516334534
epoch time: 7.5259914398s, input_fired_time: 0.1247918382, output_fired_time: 0.0000000000, propagate_forward_time: 6.9601836205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410161972
validation[          , genome  4399] predictions:    9674/  10000 (96.74%), best:    9732/10000 (97.32%), error:      1094.85608, best error:       949.43390 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.6472091675s, input_fired_time: 1.0128200054, output_fired_time: 0.8992176652, propagate_forward_time: 34.9517707825, propagate_backward_time: 53.2679443359, weight_update_time: 0.1310338229, other_time: 2.5154609680
epoch time: 7.5648164749s, input_fired_time: 0.1259135455, output_fired_time: 0.0000000000, propagate_forward_time: 6.9874458313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514570236
validation[          , genome  4399] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:       988.13800, best error:       949.43390 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.6955718994s, input_fired_time: 1.0101146698, output_fired_time: 0.8855746388, propagate_forward_time: 34.6428222656, propagate_backward_time: 52.6464233398, weight_update_time: 0.1301841885, other_time: 2.5106353760
epoch time: 7.5682191849s, input_fired_time: 0.1273462176, output_fired_time: 0.0000000000, propagate_forward_time: 6.9880175591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528555870
validation[          , genome  4399] predictions:    9656/  10000 (96.56%), best:    9732/10000 (97.32%), error:      1175.95654, best error:       949.43390 on epoch:    80, 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: 37.5876655579s, input_fired_time: 0.6203219891, output_fired_time: 0.0000000000, propagate_forward_time: 34.7027473450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2645950317
best training[          , genome  4399] predictions:   49382/  50000 (98.76%), best:    9732/10000 (97.32%), error:      2371.02954, best error:       949.43390 on epoch:    80, 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: 7.4878602028s, input_fired_time: 0.1231549755, output_fired_time: 0.0000000000, propagate_forward_time: 6.9254813194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392237663
   testing[          , genome  4399] predictions:    9743/  10000 (97.43%), best:    9732/10000 (97.32%), error:       880.57220, best error:       949.43390 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:03:56 (3272): called boinc_finish(0)

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