Nameexact_genome_1512185335_39_9130_0
Workunit2564171
Created5 Dec 2017, 16:14:56 UTC
Sent5 Dec 2017, 16:32:33 UTC
Report deadline22 Dec 2017, 5:31:56 UTC
Received7 Dec 2017, 17:21:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time9 hours 20 min 12 sec
CPU time9 hours 15 min 59 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.62 MB
Peak swap size163.59 MB
Peak disk usage3.52 MB

Stderr output

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

epoch time: 304.0185852051s, input_fired_time: 3.5526680946, output_fired_time: 3.7846348286, propagate_forward_time: 109.8262023926, propagate_backward_time: 181.6018066406, weight_update_time: 0.5750768185, other_time: 5.2532653809
epoch time: 24.0147094727s, input_fired_time: 0.4384290278, output_fired_time: 0.0000000000, propagate_forward_time: 22.7266559601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8496246338
validation[          , genome  9130] predictions:    9776/  10000 (97.76%), best:    9833/10000 (98.33%), error:       698.36774, best error:       572.15808 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 302.6070251465s, input_fired_time: 3.5221951008, output_fired_time: 3.7730181217, propagate_forward_time: 109.3517684937, propagate_backward_time: 180.8121337891, weight_update_time: 0.5688318014, other_time: 5.1479187012
epoch time: 23.8980960846s, input_fired_time: 0.4394595921, output_fired_time: 0.0000000000, propagate_forward_time: 22.5854492188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8731880188
validation[          , genome  9130] predictions:    9729/  10000 (97.29%), best:    9833/10000 (98.33%), error:       823.74310, best error:       572.15808 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 306.8339538574s, input_fired_time: 3.5755901337, output_fired_time: 3.8044383526, propagate_forward_time: 111.5371017456, propagate_backward_time: 182.7110137939, weight_update_time: 0.5724899173, other_time: 5.2057952881
epoch time: 23.7604389191s, input_fired_time: 0.4357294738, output_fired_time: 0.0000000000, propagate_forward_time: 22.4764385223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8482704163
validation[          , genome  9130] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       536.97607, best error:       536.97607 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 307.3432922363s, input_fired_time: 3.5875427723, output_fired_time: 3.8161971569, propagate_forward_time: 111.9295883179, propagate_backward_time: 182.8586120605, weight_update_time: 0.5686302185, other_time: 5.1513366699
epoch time: 24.0009708405s, input_fired_time: 0.4348908067, output_fired_time: 0.0000000000, propagate_forward_time: 22.7141265869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8519535065
validation[          , genome  9130] predictions:    9808/  10000 (98.08%), best:    9838/10000 (98.38%), error:       611.79742, best error:       536.97607 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 308.4644470215s, input_fired_time: 3.5941705704, output_fired_time: 3.8171360493, propagate_forward_time: 112.7242431641, propagate_backward_time: 183.0950164795, weight_update_time: 0.5775213838, other_time: 5.2338714600
epoch time: 23.7036190033s, input_fired_time: 0.4406525791, output_fired_time: 0.0000000000, propagate_forward_time: 22.4001064301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8628597260
validation[          , genome  9130] predictions:    9789/  10000 (97.89%), best:    9838/10000 (98.38%), error:       650.07440, best error:       536.97607 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 303.6850891113s, input_fired_time: 3.5483729839, output_fired_time: 3.7889688015, propagate_forward_time: 109.8284149170, propagate_backward_time: 181.3185729980, weight_update_time: 0.5661075115, other_time: 5.2007598877
epoch time: 23.6464061737s, input_fired_time: 0.4322060943, output_fired_time: 0.0000000000, propagate_forward_time: 22.3669929504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8472080231
validation[          , genome  9130] predictions:    9810/  10000 (98.10%), best:    9838/10000 (98.38%), error:       615.73419, best error:       536.97607 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 306.1534423828s, input_fired_time: 3.5729198456, output_fired_time: 3.7920522690, propagate_forward_time: 111.4645614624, propagate_backward_time: 182.1866149902, weight_update_time: 0.5656570196, other_time: 5.1372985840
epoch time: 24.0212497711s, input_fired_time: 0.4629022777, output_fired_time: 0.0000000000, propagate_forward_time: 22.6303405762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9280071259
validation[          , genome  9130] predictions:    9788/  10000 (97.88%), best:    9838/10000 (98.38%), error:       717.80182, best error:       536.97607 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 307.4845886230s, input_fired_time: 3.5898308754, output_fired_time: 3.8001422882, propagate_forward_time: 112.2298660278, propagate_backward_time: 182.7180023193, weight_update_time: 0.5637176037, other_time: 5.1467437744
epoch time: 23.8893947601s, input_fired_time: 0.4439598322, output_fired_time: 0.0000000000, propagate_forward_time: 22.5431251526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023094177
validation[          , genome  9130] predictions:    9776/  10000 (97.76%), best:    9838/10000 (98.38%), error:       703.04163, best error:       536.97607 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 301.5306396484s, input_fired_time: 3.5418233871, output_fired_time: 3.7811603546, propagate_forward_time: 108.8460235596, propagate_backward_time: 180.1516265869, weight_update_time: 0.5601592660, other_time: 5.2100219727
epoch time: 23.8731727600s, input_fired_time: 0.4404475987, output_fired_time: 0.0000000000, propagate_forward_time: 22.5502948761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8824310303
validation[          , genome  9130] predictions:    9830/  10000 (98.30%), best:    9838/10000 (98.38%), error:       570.36530, best error:       536.97607 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 304.9317932129s, input_fired_time: 3.5792493820, output_fired_time: 3.7775003910, propagate_forward_time: 111.0313796997, propagate_backward_time: 181.3461608887, weight_update_time: 0.5647233725, other_time: 5.1975097656
epoch time: 23.7347507477s, input_fired_time: 0.4372099042, output_fired_time: 0.0000000000, propagate_forward_time: 22.4487037659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8488368988
validation[          , genome  9130] predictions:    9813/  10000 (98.13%), best:    9838/10000 (98.38%), error:       611.04871, best error:       536.97607 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 306.0304260254s, input_fired_time: 3.5670182705, output_fired_time: 3.7911813259, propagate_forward_time: 111.4546585083, propagate_backward_time: 182.1615905762, weight_update_time: 0.5559780598, other_time: 5.0559997559
epoch time: 23.7588710785s, input_fired_time: 0.4391890168, output_fired_time: 0.0000000000, propagate_forward_time: 22.4764270782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8432540894
validation[          , genome  9130] predictions:    9800/  10000 (98.00%), best:    9838/10000 (98.38%), error:       631.51587, best error:       536.97607 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 306.4612121582s, input_fired_time: 3.5777997971, output_fired_time: 3.8093686104, propagate_forward_time: 111.4784011841, propagate_backward_time: 182.4657745361, weight_update_time: 0.5602077246, other_time: 5.1298980713
epoch time: 23.9669914246s, input_fired_time: 0.4404440820, output_fired_time: 0.0000000000, propagate_forward_time: 22.6508598328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8756866455
validation[          , genome  9130] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       481.48434, best error:       481.48434 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 309.1698608398s, input_fired_time: 3.6470508575, output_fired_time: 3.8408012390, propagate_forward_time: 112.9026718140, propagate_backward_time: 183.5587310791, weight_update_time: 0.5644720197, other_time: 5.2205963135
epoch time: 24.2865009308s, input_fired_time: 0.4551057518, output_fired_time: 0.0000000000, propagate_forward_time: 22.9349918365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8964042664
validation[          , genome  9130] predictions:    9835/  10000 (98.35%), best:    9853/10000 (98.53%), error:       557.21283, best error:       481.48434 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 308.5476379395s, input_fired_time: 3.5985579491, output_fired_time: 3.8255338669, propagate_forward_time: 112.9036560059, propagate_backward_time: 183.0968322754, weight_update_time: 0.5658669472, other_time: 5.1230468750
epoch time: 22.9229774475s, input_fired_time: 0.4478701353, output_fired_time: 0.0000000000, propagate_forward_time: 21.5336570740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9414501190
validation[          , genome  9130] predictions:    9804/  10000 (98.04%), best:    9853/10000 (98.53%), error:       637.20117, best error:       481.48434 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 306.0423583984s, input_fired_time: 3.5652117729, output_fired_time: 3.7945201397, propagate_forward_time: 111.5922546387, propagate_backward_time: 182.0144348145, weight_update_time: 0.5550091863, other_time: 5.0759277344
epoch time: 23.7328548431s, input_fired_time: 0.4378589094, output_fired_time: 0.0000000000, propagate_forward_time: 22.4507255554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8442707062
validation[          , genome  9130] predictions:    9757/  10000 (97.57%), best:    9853/10000 (98.53%), error:       725.73669, best error:       481.48434 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 306.7005615234s, input_fired_time: 3.5905723572, output_fired_time: 3.8150641918, propagate_forward_time: 111.7682342529, propagate_backward_time: 182.3593597412, weight_update_time: 0.5612716079, other_time: 5.1673278809
epoch time: 24.1680946350s, input_fired_time: 0.4593645632, output_fired_time: 0.0000000000, propagate_forward_time: 22.7771816254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9315490723
validation[          , genome  9130] predictions:    9845/  10000 (98.45%), best:    9853/10000 (98.53%), error:       495.93015, best error:       481.48434 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 305.5656433105s, input_fired_time: 3.5429124832, output_fired_time: 3.7769863605, propagate_forward_time: 111.7579193115, propagate_backward_time: 181.5224914551, weight_update_time: 0.5485574007, other_time: 4.9653472900
epoch time: 24.0957202911s, input_fired_time: 0.4464378953, output_fired_time: 0.0000000000, propagate_forward_time: 22.7876396179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8616428375
validation[          , genome  9130] predictions:    9818/  10000 (98.18%), best:    9853/10000 (98.53%), error:       577.39569, best error:       481.48434 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 307.1128234863s, input_fired_time: 3.5945737362, output_fired_time: 3.8123576641, propagate_forward_time: 111.9981536865, propagate_backward_time: 182.5826873779, weight_update_time: 0.5584455132, other_time: 5.1250610352
epoch time: 23.7558803558s, input_fired_time: 0.4571360052, output_fired_time: 0.0000000000, propagate_forward_time: 22.3747272491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9240169525
validation[          , genome  9130] predictions:    9822/  10000 (98.22%), best:    9853/10000 (98.53%), error:       595.57928, best error:       481.48434 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 302.3804016113s, input_fired_time: 3.5345427990, output_fired_time: 3.7843055725, propagate_forward_time: 109.3868331909, propagate_backward_time: 180.5117034912, weight_update_time: 0.5606169701, other_time: 5.1630096436
epoch time: 25.2432479858s, input_fired_time: 0.4810701907, output_fired_time: 0.0000000000, propagate_forward_time: 23.8051872253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9569911957
validation[          , genome  9130] predictions:    9790/  10000 (97.90%), best:    9853/10000 (98.53%), error:       696.94019, best error:       481.48434 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 305.2215270996s, input_fired_time: 3.6047556400, output_fired_time: 3.7959840298, propagate_forward_time: 111.0670242310, propagate_backward_time: 181.5186462402, weight_update_time: 0.5594684482, other_time: 5.2351074219
epoch time: 23.8261871338s, input_fired_time: 0.4435439408, output_fired_time: 0.0000000000, propagate_forward_time: 22.5162811279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8663616180
validation[          , genome  9130] predictions:    9829/  10000 (98.29%), best:    9853/10000 (98.53%), error:       563.44794, best error:       481.48434 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 303.9353637695s, input_fired_time: 3.5797529221, output_fired_time: 3.7890284061, propagate_forward_time: 110.3169174194, propagate_backward_time: 181.0287475586, weight_update_time: 0.5560612082, other_time: 5.2209167480
epoch time: 24.2345561981s, input_fired_time: 0.4555085897, output_fired_time: 0.0000000000, propagate_forward_time: 22.8925361633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8865108490
validation[          , genome  9130] predictions:    9848/  10000 (98.48%), best:    9853/10000 (98.53%), error:       552.14362, best error:       481.48434 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 302.5066833496s, input_fired_time: 3.5821719170, output_fired_time: 3.7921369076, propagate_forward_time: 109.4505233765, propagate_backward_time: 180.4541473389, weight_update_time: 0.5589116812, other_time: 5.2276763916
epoch time: 23.6426353455s, input_fired_time: 0.4390626252, output_fired_time: 0.0000000000, propagate_forward_time: 22.3610801697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8424930573
validation[          , genome  9130] predictions:    9841/  10000 (98.41%), best:    9853/10000 (98.53%), error:       512.41406, best error:       481.48434 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 300.8071594238s, input_fired_time: 3.5708823204, output_fired_time: 3.7528226376, propagate_forward_time: 108.9859237671, propagate_backward_time: 179.3198394775, weight_update_time: 0.5550199747, other_time: 5.1776885986
epoch time: 24.4397830963s, input_fired_time: 0.4656516016, output_fired_time: 0.0000000000, propagate_forward_time: 23.0718727112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022579193
validation[          , genome  9130] predictions:    9796/  10000 (97.96%), best:    9853/10000 (98.53%), error:       609.38452, best error:       481.48434 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 309.6105651855s, input_fired_time: 3.6457824707, output_fired_time: 3.8301281929, propagate_forward_time: 113.3489456177, propagate_backward_time: 183.5479583740, weight_update_time: 0.5768224001, other_time: 5.2377471924
epoch time: 23.0457782745s, input_fired_time: 0.4454250634, output_fired_time: 0.0000000000, propagate_forward_time: 21.7029113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8974418640
validation[          , genome  9130] predictions:    9810/  10000 (98.10%), best:    9853/10000 (98.53%), error:       620.83875, best error:       481.48434 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 307.4426574707s, input_fired_time: 3.6005272865, output_fired_time: 3.8066642284, propagate_forward_time: 112.2063064575, propagate_backward_time: 182.7048645020, weight_update_time: 0.5571801662, other_time: 5.1242980957
epoch time: 23.7703552246s, input_fired_time: 0.4387243688, output_fired_time: 0.0000000000, propagate_forward_time: 22.4883308411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8432998657
validation[          , genome  9130] predictions:    9819/  10000 (98.19%), best:    9853/10000 (98.53%), error:       581.06067, best error:       481.48434 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 309.9882507324s, input_fired_time: 3.6621854305, output_fired_time: 3.8408207893, propagate_forward_time: 113.4923019409, propagate_backward_time: 183.7938842773, weight_update_time: 0.5689751506, other_time: 5.1990661621
epoch time: 24.1051464081s, input_fired_time: 0.4661862552, output_fired_time: 0.0000000000, propagate_forward_time: 22.6856231689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9533367157
validation[          , genome  9130] predictions:    9772/  10000 (97.72%), best:    9853/10000 (98.53%), error:       750.58893, best error:       481.48434 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 306.8329467773s, input_fired_time: 3.6221325397, output_fired_time: 3.8086814880, propagate_forward_time: 111.8847961426, propagate_backward_time: 182.3307342529, weight_update_time: 0.5609024763, other_time: 5.1865997314
epoch time: 24.2881431580s, input_fired_time: 0.4609699845, output_fired_time: 0.0000000000, propagate_forward_time: 22.9058589935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9213142395
validation[          , genome  9130] predictions:    9834/  10000 (98.34%), best:    9853/10000 (98.53%), error:       602.27472, best error:       481.48434 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 306.5330810547s, input_fired_time: 3.5779590607, output_fired_time: 3.7944087982, propagate_forward_time: 111.9118194580, propagate_backward_time: 182.1877441406, weight_update_time: 0.5562916994, other_time: 5.0611419678
epoch time: 23.4548759460s, input_fired_time: 0.4426262379, output_fired_time: 0.0000000000, propagate_forward_time: 22.1584358215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8538131714
validation[          , genome  9130] predictions:    9833/  10000 (98.33%), best:    9853/10000 (98.53%), error:       575.71887, best error:       481.48434 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 303.7426452637s, input_fired_time: 3.5787129402, output_fired_time: 3.7857294083, propagate_forward_time: 110.2013778687, propagate_backward_time: 181.0259399414, weight_update_time: 0.5562515259, other_time: 5.1508789063
epoch time: 23.7942810059s, input_fired_time: 0.4567214251, output_fired_time: 0.0000000000, propagate_forward_time: 22.4326095581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049491882
validation[          , genome  9130] predictions:    9834/  10000 (98.34%), best:    9853/10000 (98.53%), error:       487.54587, best error:       481.48434 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 308.3002929688s, input_fired_time: 3.6293575764, output_fired_time: 3.8273198605, propagate_forward_time: 112.7454223633, propagate_backward_time: 182.9127502441, weight_update_time: 0.5648168325, other_time: 5.1854248047
epoch time: 23.9450244904s, input_fired_time: 0.4458916783, output_fired_time: 0.0000000000, propagate_forward_time: 22.6167182922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8824138641
validation[          , genome  9130] predictions:    9835/  10000 (98.35%), best:    9853/10000 (98.53%), error:       544.32611, best error:       481.48434 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 306.4062805176s, input_fired_time: 3.5845241547, output_fired_time: 3.7876503468, propagate_forward_time: 112.3168869019, propagate_backward_time: 181.6744232178, weight_update_time: 0.5554235578, other_time: 5.0427703857
epoch time: 24.1675300598s, input_fired_time: 0.4533765316, output_fired_time: 0.0000000000, propagate_forward_time: 22.8209209442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8932323456
validation[          , genome  9130] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       477.19913, best error:       477.19913 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 307.2127075195s, input_fired_time: 3.6011672020, output_fired_time: 3.8011822701, propagate_forward_time: 112.1328506470, propagate_backward_time: 182.6612854004, weight_update_time: 0.5521936417, other_time: 5.0162353516
epoch time: 22.1111755371s, input_fired_time: 0.4480192363, output_fired_time: 0.0000000000, propagate_forward_time: 20.7165374756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9466190338
validation[          , genome  9130] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       466.48132, best error:       466.48132 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 307.0323486328s, input_fired_time: 3.6217730045, output_fired_time: 3.8296723366, propagate_forward_time: 111.9719085693, propagate_backward_time: 182.4362182617, weight_update_time: 0.5583845377, other_time: 5.1727752686
epoch time: 24.0847740173s, input_fired_time: 0.4436406195, output_fired_time: 0.0000000000, propagate_forward_time: 22.7920684814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8490657806
validation[          , genome  9130] predictions:    9811/  10000 (98.11%), best:    9853/10000 (98.53%), error:       599.37500, best error:       466.48132 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 305.9649047852s, input_fired_time: 3.5820424557, output_fired_time: 3.7965726852, propagate_forward_time: 111.6792526245, propagate_backward_time: 181.8418884277, weight_update_time: 0.5569402575, other_time: 5.0651550293
epoch time: 23.9516086578s, input_fired_time: 0.4432336390, output_fired_time: 0.0000000000, propagate_forward_time: 22.6649036407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8434715271
validation[          , genome  9130] predictions:    9838/  10000 (98.38%), best:    9853/10000 (98.53%), error:       544.03510, best error:       466.48132 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 305.4073486328s, input_fired_time: 3.5749285221, output_fired_time: 3.7835650444, propagate_forward_time: 111.3818054199, propagate_backward_time: 181.6741027832, weight_update_time: 0.5514991879, other_time: 4.9929504395
epoch time: 24.1519050598s, input_fired_time: 0.4591828585, output_fired_time: 0.0000000000, propagate_forward_time: 22.7895545959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9031677246
validation[          , genome  9130] predictions:    9847/  10000 (98.47%), best:    9853/10000 (98.53%), error:       509.04208, best error:       466.48132 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 307.1115112305s, input_fired_time: 3.6076378822, output_fired_time: 3.7977802753, propagate_forward_time: 112.2910003662, propagate_backward_time: 182.3202209473, weight_update_time: 0.5566913486, other_time: 5.0948638916
epoch time: 23.9425125122s, input_fired_time: 0.4485802054, output_fired_time: 0.0000000000, propagate_forward_time: 22.6227760315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8711566925
validation[          , genome  9130] predictions:    9829/  10000 (98.29%), best:    9853/10000 (98.53%), error:       570.16992, best error:       466.48132 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 305.7261962891s, input_fired_time: 3.5975351334, output_fired_time: 3.8089029789, propagate_forward_time: 111.2578811646, propagate_backward_time: 181.8278503418, weight_update_time: 0.5624497533, other_time: 5.2340393066
epoch time: 23.9461593628s, input_fired_time: 0.4471515417, output_fired_time: 0.0000000000, propagate_forward_time: 22.6421852112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8568229675
validation[          , genome  9130] predictions:    9854/  10000 (98.54%), best:    9853/10000 (98.53%), error:       481.47324, best error:       466.48132 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 308.2825012207s, input_fired_time: 3.6293342113, output_fired_time: 3.8182437420, propagate_forward_time: 112.8471450806, propagate_backward_time: 182.8677978516, weight_update_time: 0.5603877902, other_time: 5.1199951172
epoch time: 24.3576316833s, input_fired_time: 0.4639172554, output_fired_time: 0.0000000000, propagate_forward_time: 22.9831581116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9105567932
validation[          , genome  9130] predictions:    9828/  10000 (98.28%), best:    9853/10000 (98.53%), error:       578.52838, best error:       466.48132 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 306.6841125488s, input_fired_time: 3.6003668308, output_fired_time: 3.8017416000, propagate_forward_time: 111.9594879150, propagate_backward_time: 182.2655944824, weight_update_time: 0.5556166768, other_time: 5.0569305420
epoch time: 23.9004096985s, input_fired_time: 0.4458688498, output_fired_time: 0.0000000000, propagate_forward_time: 22.5880565643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8664836884
validation[          , genome  9130] predictions:    9841/  10000 (98.41%), best:    9853/10000 (98.53%), error:       555.89758, best error:       466.48132 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 305.0449523926s, input_fired_time: 3.6129074097, output_fired_time: 3.7911896706, propagate_forward_time: 110.9632186890, propagate_backward_time: 181.4922943115, weight_update_time: 0.5559104085, other_time: 5.1853179932
epoch time: 25.1265506744s, input_fired_time: 0.4814941883, output_fired_time: 0.0000000000, propagate_forward_time: 23.7192802429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9257755280
validation[          , genome  9130] predictions:    9845/  10000 (98.45%), best:    9853/10000 (98.53%), error:       492.13000, best error:       466.48132 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 306.1078491211s, input_fired_time: 3.6291620731, output_fired_time: 3.7948393822, propagate_forward_time: 111.7141265869, propagate_backward_time: 181.8554229736, weight_update_time: 0.5578044057, other_time: 5.1143188477
epoch time: 24.2727775574s, input_fired_time: 0.4628513157, output_fired_time: 0.0000000000, propagate_forward_time: 22.9270381927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8828887939
validation[          , genome  9130] predictions:    9784/  10000 (97.84%), best:    9853/10000 (98.53%), error:       656.76453, best error:       466.48132 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 306.6205749512s, input_fired_time: 3.6241462231, output_fired_time: 3.7990038395, propagate_forward_time: 111.7893447876, propagate_backward_time: 182.2308807373, weight_update_time: 0.5657228827, other_time: 5.1772003174
epoch time: 23.4299545288s, input_fired_time: 0.4492282569, output_fired_time: 0.0000000000, propagate_forward_time: 22.0877494812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8929767609
validation[          , genome  9130] predictions:    9817/  10000 (98.17%), best:    9853/10000 (98.53%), error:       581.51691, best error:       466.48132 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 308.4634399414s, input_fired_time: 3.6307122707, output_fired_time: 3.8059051037, propagate_forward_time: 112.7155303955, propagate_backward_time: 183.2300109863, weight_update_time: 0.5564937592, other_time: 5.0812835693
epoch time: 23.7119865417s, input_fired_time: 0.4564366043, output_fired_time: 0.0000000000, propagate_forward_time: 22.3695640564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8859863281
validation[          , genome  9130] predictions:    9810/  10000 (98.10%), best:    9853/10000 (98.53%), error:       549.02777, best error:       466.48132 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 305.5435180664s, input_fired_time: 3.5993709564, output_fired_time: 3.7786962986, propagate_forward_time: 111.5365905762, propagate_backward_time: 181.5597381592, weight_update_time: 0.5545715690, other_time: 5.0691375732
epoch time: 23.8359012604s, input_fired_time: 0.4494292140, output_fired_time: 0.0000000000, propagate_forward_time: 22.5368480682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8496246338
validation[          , genome  9130] predictions:    9839/  10000 (98.39%), best:    9853/10000 (98.53%), error:       527.13776, best error:       466.48132 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 300.6864318848s, input_fired_time: 3.5985479355, output_fired_time: 3.7553155422, propagate_forward_time: 108.7154541016, propagate_backward_time: 179.3988189697, weight_update_time: 0.5548605323, other_time: 5.2183074951
epoch time: 23.9676475525s, input_fired_time: 0.4586869478, output_fired_time: 0.0000000000, propagate_forward_time: 22.6257095337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8832511902
validation[          , genome  9130] predictions:    9830/  10000 (98.30%), best:    9853/10000 (98.53%), error:       535.99060, best error:       466.48132 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 307.9903564453s, input_fired_time: 3.6341478825, output_fired_time: 3.8123576641, propagate_forward_time: 112.4341735840, propagate_backward_time: 183.0757598877, weight_update_time: 0.5555320978, other_time: 5.0339202881
epoch time: 23.7053108215s, input_fired_time: 0.4489810765, output_fired_time: 0.0000000000, propagate_forward_time: 22.3859844208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8703460693
validation[          , genome  9130] predictions:    9812/  10000 (98.12%), best:    9853/10000 (98.53%), error:       579.37158, best error:       466.48132 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 304.2580261230s, input_fired_time: 3.6051239967, output_fired_time: 3.7973389626, propagate_forward_time: 110.5289993286, propagate_backward_time: 181.1081542969, weight_update_time: 0.5574576855, other_time: 5.2184143066
epoch time: 24.0192871094s, input_fired_time: 0.4556764662, output_fired_time: 0.0000000000, propagate_forward_time: 22.6934337616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8701763153
validation[          , genome  9130] predictions:    9841/  10000 (98.41%), best:    9853/10000 (98.53%), error:       484.13110, best error:       466.48132 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 309.0772094727s, input_fired_time: 3.6308038235, output_fired_time: 3.8069922924, propagate_forward_time: 113.3683471680, propagate_backward_time: 183.2782592773, weight_update_time: 0.5548920631, other_time: 4.9927978516
epoch time: 23.7910995483s, input_fired_time: 0.4524183273, output_fired_time: 0.0000000000, propagate_forward_time: 22.4570846558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8815956116
validation[          , genome  9130] predictions:    9862/  10000 (98.62%), best:    9853/10000 (98.53%), error:       468.96603, best error:       466.48132 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 305.9637451172s, input_fired_time: 3.6148068905, output_fired_time: 3.7998886108, propagate_forward_time: 111.5929031372, propagate_backward_time: 181.8431243896, weight_update_time: 0.5573909879, other_time: 5.1130218506
epoch time: 24.3764705658s, input_fired_time: 0.4688303471, output_fired_time: 0.0000000000, propagate_forward_time: 23.0160732269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8915672302
validation[          , genome  9130] predictions:    9841/  10000 (98.41%), best:    9853/10000 (98.53%), error:       516.16968, best error:       466.48132 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 308.3273620605s, input_fired_time: 3.6426913738, output_fired_time: 3.8169550896, propagate_forward_time: 112.4580917358, propagate_backward_time: 183.2984161377, weight_update_time: 0.5613258481, other_time: 5.1111907959
epoch time: 24.3207283020s, input_fired_time: 0.4629919231, output_fired_time: 0.0000000000, propagate_forward_time: 22.9756202698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8821163177
validation[          , genome  9130] predictions:    9852/  10000 (98.52%), best:    9853/10000 (98.53%), error:       502.30835, best error:       466.48132 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 306.8734130859s, input_fired_time: 3.6339263916, output_fired_time: 3.8023021221, propagate_forward_time: 111.9512405396, propagate_backward_time: 182.3749389648, weight_update_time: 0.5571553707, other_time: 5.1110229492
epoch time: 23.8193435669s, input_fired_time: 0.4475063086, output_fired_time: 0.0000000000, propagate_forward_time: 22.5251922607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8466453552
validation[          , genome  9130] predictions:    9819/  10000 (98.19%), best:    9853/10000 (98.53%), error:       592.68964, best error:       466.48132 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 307.5023193359s, input_fired_time: 3.6451325417, output_fired_time: 3.8064420223, propagate_forward_time: 112.2071609497, propagate_backward_time: 182.7374267578, weight_update_time: 0.5585278869, other_time: 5.1061706543
epoch time: 23.4763450623s, input_fired_time: 0.4492782950, output_fired_time: 0.0000000000, propagate_forward_time: 22.1376342773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894329071
validation[          , genome  9130] predictions:    9854/  10000 (98.54%), best:    9853/10000 (98.53%), error:       493.00739, best error:       466.48132 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 303.2324829102s, input_fired_time: 3.5862834454, output_fired_time: 3.7768113613, propagate_forward_time: 110.1137313843, propagate_backward_time: 180.6543731689, weight_update_time: 0.5517362356, other_time: 5.1012725830
epoch time: 23.8984184265s, input_fired_time: 0.4543123543, output_fired_time: 0.0000000000, propagate_forward_time: 22.5657615662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783435822
validation[          , genome  9130] predictions:    9810/  10000 (98.10%), best:    9853/10000 (98.53%), error:       604.35718, best error:       466.48132 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 305.1335449219s, input_fired_time: 3.6091778278, output_fired_time: 3.7949674129, propagate_forward_time: 111.0519714355, propagate_backward_time: 181.5675354004, weight_update_time: 0.5559232235, other_time: 5.1098937988
epoch time: 24.2479629517s, input_fired_time: 0.4608076215, output_fired_time: 0.0000000000, propagate_forward_time: 22.8973102570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8898448944
validation[          , genome  9130] predictions:    9800/  10000 (98.00%), best:    9853/10000 (98.53%), error:       650.67877, best error:       466.48132 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 303.9719543457s, input_fired_time: 3.6029822826, output_fired_time: 3.7787094116, propagate_forward_time: 110.7721557617, propagate_backward_time: 180.7240753174, weight_update_time: 0.5506675839, other_time: 5.0940093994
epoch time: 22.8597126007s, input_fired_time: 0.4535757303, output_fired_time: 0.0000000000, propagate_forward_time: 21.4347419739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9713954926
validation[          , genome  9130] predictions:    9836/  10000 (98.36%), best:    9853/10000 (98.53%), error:       503.33295, best error:       466.48132 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 307.2350463867s, input_fired_time: 3.6380529404, output_fired_time: 3.7966964245, propagate_forward_time: 112.4361801147, propagate_backward_time: 182.2661285400, weight_update_time: 0.5569583178, other_time: 5.0979766846
epoch time: 24.2465724945s, input_fired_time: 0.4660322070, output_fired_time: 0.0000000000, propagate_forward_time: 22.8796825409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9008579254
validation[          , genome  9130] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       465.85913, best error:       465.85913 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 308.6699829102s, input_fired_time: 3.6354537010, output_fired_time: 3.8131985664, propagate_forward_time: 112.9585571289, propagate_backward_time: 183.1999206543, weight_update_time: 0.5556876063, other_time: 5.0628356934
epoch time: 24.1637191772s, input_fired_time: 0.4757339358, output_fired_time: 0.0000000000, propagate_forward_time: 22.7768001556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9111843109
validation[          , genome  9130] predictions:    9823/  10000 (98.23%), best:    9863/10000 (98.63%), error:       549.45361, best error:       465.85913 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 305.5355224609s, input_fired_time: 3.6203739643, output_fired_time: 3.7845561504, propagate_forward_time: 111.5415344238, propagate_backward_time: 181.5270996094, weight_update_time: 0.5519219041, other_time: 5.0619812012
epoch time: 24.0798473358s, input_fired_time: 0.4548512399, output_fired_time: 0.0000000000, propagate_forward_time: 22.7475051880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8774909973
validation[          , genome  9130] predictions:    9857/  10000 (98.57%), best:    9863/10000 (98.63%), error:       476.96494, best error:       465.85913 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 302.3963012695s, input_fired_time: 3.6375548840, output_fired_time: 3.7819430828, propagate_forward_time: 109.3628540039, propagate_backward_time: 180.4073028564, weight_update_time: 0.5543599725, other_time: 5.2066497803
epoch time: 23.5636119843s, input_fired_time: 0.4454684556, output_fired_time: 0.0000000000, propagate_forward_time: 22.2656936646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8524494171
validation[          , genome  9130] predictions:    9835/  10000 (98.35%), best:    9863/10000 (98.63%), error:       549.47894, best error:       465.85913 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 304.1214904785s, input_fired_time: 3.6262402534, output_fired_time: 3.7869534492, propagate_forward_time: 110.5503921509, propagate_backward_time: 180.9738006592, weight_update_time: 0.5551415086, other_time: 5.1840972900
epoch time: 24.4678401947s, input_fired_time: 0.4668598175, output_fired_time: 0.0000000000, propagate_forward_time: 23.0932083130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077720642
validation[          , genome  9130] predictions:    9846/  10000 (98.46%), best:    9863/10000 (98.63%), error:       492.63312, best error:       465.85913 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 306.8775329590s, input_fired_time: 3.5989770889, output_fired_time: 3.7842583656, propagate_forward_time: 112.2771148682, propagate_backward_time: 182.2110443115, weight_update_time: 0.5545189977, other_time: 5.0061340332
epoch time: 23.9927463531s, input_fired_time: 0.4596488178, output_fired_time: 0.0000000000, propagate_forward_time: 22.6604995728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8725986481
validation[          , genome  9130] predictions:    9853/  10000 (98.53%), best:    9863/10000 (98.63%), error:       497.26190, best error:       465.85913 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 304.1860351563s, input_fired_time: 3.6287920475, output_fired_time: 3.8004183769, propagate_forward_time: 110.3084411621, propagate_backward_time: 181.3318328857, weight_update_time: 0.5566239953, other_time: 5.1165618896
epoch time: 24.1709709167s, input_fired_time: 0.4621157646, output_fired_time: 0.0000000000, propagate_forward_time: 22.8381004333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8707542419
validation[          , genome  9130] predictions:    9835/  10000 (98.35%), best:    9863/10000 (98.63%), error:       522.90308, best error:       465.85913 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 301.1880798340s, input_fired_time: 3.5907363892, output_fired_time: 3.7710168362, propagate_forward_time: 108.9101562500, propagate_backward_time: 179.8102722168, weight_update_time: 0.5516841412, other_time: 5.1058959961
epoch time: 23.8529682159s, input_fired_time: 0.4513110220, output_fired_time: 0.0000000000, propagate_forward_time: 22.5570392609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8446178436
validation[          , genome  9130] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       511.96512, best error:       465.85913 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 306.5128173828s, input_fired_time: 3.6217114925, output_fired_time: 3.7884232998, propagate_forward_time: 112.0054473877, propagate_backward_time: 182.0785522461, weight_update_time: 0.5540282726, other_time: 5.0186920166
epoch time: 23.7832050323s, input_fired_time: 0.4482321739, output_fired_time: 0.0000000000, propagate_forward_time: 22.4804096222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8545627594
validation[          , genome  9130] predictions:    9848/  10000 (98.48%), best:    9863/10000 (98.63%), error:       519.12274, best error:       465.85913 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 304.7284851074s, input_fired_time: 3.6528735161, output_fired_time: 3.7896292210, propagate_forward_time: 110.8018417358, propagate_backward_time: 181.2393188477, weight_update_time: 0.5608648658, other_time: 5.2448120117
epoch time: 23.8986358643s, input_fired_time: 0.4501156509, output_fired_time: 0.0000000000, propagate_forward_time: 22.5633792877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8851413727
validation[          , genome  9130] predictions:    9862/  10000 (98.62%), best:    9863/10000 (98.63%), error:       489.59604, best error:       465.85913 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 305.3650512695s, input_fired_time: 3.6262826920, output_fired_time: 3.7955970764, propagate_forward_time: 110.9786758423, propagate_backward_time: 181.8683166504, weight_update_time: 0.5571680665, other_time: 5.0961914063
epoch time: 23.0129413605s, input_fired_time: 0.4630878866, output_fired_time: 0.0000000000, propagate_forward_time: 21.5744934082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9753608704
validation[          , genome  9130] predictions:    9840/  10000 (98.40%), best:    9863/10000 (98.63%), error:       519.21173, best error:       465.85913 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 306.0664672852s, input_fired_time: 3.5976297855, output_fired_time: 3.7769868374, propagate_forward_time: 111.9836273193, propagate_backward_time: 181.7613830566, weight_update_time: 0.5506445169, other_time: 4.9468536377
epoch time: 24.2459735870s, input_fired_time: 0.4595980644, output_fired_time: 0.0000000000, propagate_forward_time: 22.9018325806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8845424652
validation[          , genome  9130] predictions:    9860/  10000 (98.60%), best:    9863/10000 (98.63%), error:       487.98325, best error:       465.85913 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 307.6783447266s, input_fired_time: 3.6277027130, output_fired_time: 3.8025565147, propagate_forward_time: 112.4484481812, propagate_backward_time: 182.8309326172, weight_update_time: 0.5543630719, other_time: 4.9686889648
epoch time: 23.8625469208s, input_fired_time: 0.4485516846, output_fired_time: 0.0000000000, propagate_forward_time: 22.5334205627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8805751801
validation[          , genome  9130] predictions:    9860/  10000 (98.60%), best:    9863/10000 (98.63%), error:       484.57272, best error:       465.85913 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 304.8773803711s, input_fired_time: 3.5967998505, output_fired_time: 3.7802476883, propagate_forward_time: 111.0382232666, propagate_backward_time: 181.4366149902, weight_update_time: 0.5511434078, other_time: 5.0254974365
epoch time: 23.7001800537s, input_fired_time: 0.4545495808, output_fired_time: 0.0000000000, propagate_forward_time: 22.3783149719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8673152924
validation[          , genome  9130] predictions:    9856/  10000 (98.56%), best:    9863/10000 (98.63%), error:       473.40866, best error:       465.85913 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 308.4443664551s, input_fired_time: 3.6360354424, output_fired_time: 3.7965424061, propagate_forward_time: 112.9510192871, propagate_backward_time: 183.0680694580, weight_update_time: 0.5529063940, other_time: 4.9926910400
epoch time: 24.1682109833s, input_fired_time: 0.4553069174, output_fired_time: 0.0000000000, propagate_forward_time: 22.8396472931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8732566833
validation[          , genome  9130] predictions:    9828/  10000 (98.28%), best:    9863/10000 (98.63%), error:       533.88293, best error:       465.85913 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 304.1257324219s, input_fired_time: 3.6091496944, output_fired_time: 3.7866842747, propagate_forward_time: 110.5594940186, propagate_backward_time: 181.1116333008, weight_update_time: 0.5498621464, other_time: 5.0587615967
epoch time: 23.7006549835s, input_fired_time: 0.4460999966, output_fired_time: 0.0000000000, propagate_forward_time: 22.4174442291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8371105194
validation[          , genome  9130] predictions:    9836/  10000 (98.36%), best:    9863/10000 (98.63%), error:       518.03278, best error:       465.85913 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 305.9593200684s, input_fired_time: 3.6236197948, output_fired_time: 3.7931609154, propagate_forward_time: 111.7079315186, propagate_backward_time: 181.7799682617, weight_update_time: 0.5540850759, other_time: 5.0546417236
epoch time: 22.8596305847s, input_fired_time: 0.4629012644, output_fired_time: 0.0000000000, propagate_forward_time: 21.4567527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9399757385
validation[          , genome  9130] predictions:    9854/  10000 (98.54%), best:    9863/10000 (98.63%), error:       489.05353, best error:       465.85913 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 303.9662475586s, input_fired_time: 3.6221473217, output_fired_time: 3.7649042606, propagate_forward_time: 110.6180191040, propagate_backward_time: 180.9178619385, weight_update_time: 0.5515610576, other_time: 5.0433197021
epoch time: 24.2048797607s, input_fired_time: 0.4661145806, output_fired_time: 0.0000000000, propagate_forward_time: 22.8296203613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9091453552
validation[          , genome  9130] predictions:    9849/  10000 (98.49%), best:    9863/10000 (98.63%), error:       486.18066, best error:       465.85913 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 306.4797058105s, input_fired_time: 3.6645066738, output_fired_time: 3.8066422939, propagate_forward_time: 111.5759201050, propagate_backward_time: 182.2620239258, weight_update_time: 0.5605665445, other_time: 5.1705932617
epoch time: 24.3782749176s, input_fired_time: 0.4756056964, output_fired_time: 0.0000000000, propagate_forward_time: 22.9866256714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9160442352
validation[          , genome  9130] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       458.10822, best error:       458.10822 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 304.8699035645s, input_fired_time: 3.6546332836, output_fired_time: 3.7897000313, propagate_forward_time: 110.8152084351, propagate_backward_time: 181.4582214355, weight_update_time: 0.5549962521, other_time: 5.1521301270
epoch time: 23.2133789063s, input_fired_time: 0.4473730028, output_fired_time: 0.0000000000, propagate_forward_time: 21.8967399597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8692665100
validation[          , genome  9130] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       462.50436, best error:       458.10822 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 307.2628784180s, input_fired_time: 3.6286096573, output_fired_time: 3.7992568016, propagate_forward_time: 112.2279968262, propagate_backward_time: 182.5956268311, weight_update_time: 0.5534403324, other_time: 5.0113983154
epoch time: 23.8496799469s, input_fired_time: 0.4555042386, output_fired_time: 0.0000000000, propagate_forward_time: 22.5358200073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8583564758
validation[          , genome  9130] predictions:    9862/  10000 (98.62%), best:    9860/10000 (98.60%), error:       477.51532, best error:       458.10822 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 306.2443542480s, input_fired_time: 3.6752607822, output_fired_time: 3.8082883358, propagate_forward_time: 111.1446685791, propagate_backward_time: 182.4214324951, weight_update_time: 0.5606521368, other_time: 5.1947021484
epoch time: 23.9603576660s, input_fired_time: 0.4616592526, output_fired_time: 0.0000000000, propagate_forward_time: 22.6328563690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8658428192
validation[          , genome  9130] predictions:    9791/  10000 (97.91%), best:    9860/10000 (98.60%), error:       643.74115, best error:       458.10822 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 306.8894958496s, input_fired_time: 3.6782829762, output_fired_time: 3.8088686466, propagate_forward_time: 111.8258895874, propagate_backward_time: 182.4453125000, weight_update_time: 0.5566846132, other_time: 5.1311340332
epoch time: 24.1203937531s, input_fired_time: 0.4504057765, output_fired_time: 0.0000000000, propagate_forward_time: 22.8299083710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8400802612
validation[          , genome  9130] predictions:    9823/  10000 (98.23%), best:    9860/10000 (98.60%), error:       538.64594, best error:       458.10822 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 309.1357116699s, input_fired_time: 3.6968944073, output_fired_time: 3.8231968880, propagate_forward_time: 112.9899291992, propagate_backward_time: 183.5030212402, weight_update_time: 0.5600237846, other_time: 5.1226501465
epoch time: 23.8236885071s, input_fired_time: 0.4517638981, output_fired_time: 0.0000000000, propagate_forward_time: 22.5172843933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8546409607
validation[          , genome  9130] predictions:    9833/  10000 (98.33%), best:    9860/10000 (98.60%), error:       542.94012, best error:       458.10822 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 304.5463562012s, input_fired_time: 3.6305742264, output_fired_time: 3.7751798630, propagate_forward_time: 111.3057937622, propagate_backward_time: 180.7610321045, weight_update_time: 0.5521523356, other_time: 5.0737762451
epoch time: 24.0581588745s, input_fired_time: 0.4544955194, output_fired_time: 0.0000000000, propagate_forward_time: 22.7693347931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8343276978
validation[          , genome  9130] predictions:    9866/  10000 (98.66%), best:    9860/10000 (98.60%), error:       505.62015, best error:       458.10822 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 305.5568237305s, input_fired_time: 3.6775491238, output_fired_time: 3.7938117981, propagate_forward_time: 111.3414535522, propagate_backward_time: 181.5571594238, weight_update_time: 0.5621341467, other_time: 5.1868286133
epoch time: 23.8528003693s, input_fired_time: 0.4544487000, output_fired_time: 0.0000000000, propagate_forward_time: 22.5251522064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8731994629
validation[          , genome  9130] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       457.66840, best error:       457.66840 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 306.0161743164s, input_fired_time: 3.6157135963, output_fired_time: 3.7924897671, propagate_forward_time: 111.5992965698, propagate_backward_time: 181.9504547119, weight_update_time: 0.5565381646, other_time: 5.0582122803
epoch time: 23.8308162689s, input_fired_time: 0.4590425789, output_fired_time: 0.0000000000, propagate_forward_time: 22.4947986603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8769741058
validation[          , genome  9130] predictions:    9863/  10000 (98.63%), best:    9860/10000 (98.60%), error:       470.09906, best error:       457.66840 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 307.9322204590s, input_fired_time: 3.6440908909, output_fired_time: 3.8008010387, propagate_forward_time: 112.7280349731, propagate_backward_time: 182.7622680664, weight_update_time: 0.5572642684, other_time: 4.9970092773
epoch time: 24.5032215118s, input_fired_time: 0.4682032466, output_fired_time: 0.0000000000, propagate_forward_time: 23.1500263214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849925995
validation[          , genome  9130] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       462.51151, best error:       457.66840 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 306.7346801758s, input_fired_time: 3.6643433571, output_fired_time: 3.8002398014, propagate_forward_time: 111.9223175049, propagate_backward_time: 182.2553405762, weight_update_time: 0.5574821234, other_time: 5.0924530029
epoch time: 24.1193695068s, input_fired_time: 0.4709170759, output_fired_time: 0.0000000000, propagate_forward_time: 22.7681770325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8802757263
validation[          , genome  9130] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       490.25467, best error:       457.66840 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 308.3647155762s, input_fired_time: 3.6562838554, output_fired_time: 3.8120260239, propagate_forward_time: 112.8605804443, propagate_backward_time: 183.0245361328, weight_update_time: 0.5538485050, other_time: 5.0113067627
epoch time: 24.7541980743s, input_fired_time: 0.4799561501, output_fired_time: 0.0000000000, propagate_forward_time: 23.3644886017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097537994
validation[          , genome  9130] predictions:    9835/  10000 (98.35%), best:    9860/10000 (98.60%), error:       549.92566, best error:       457.66840 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 304.6166687012s, input_fired_time: 3.6328487396, output_fired_time: 3.7873587608, propagate_forward_time: 110.8163986206, propagate_backward_time: 181.2521820068, weight_update_time: 0.5561701059, other_time: 5.1278839111
epoch time: 24.4519462585s, input_fired_time: 0.4733003974, output_fired_time: 0.0000000000, propagate_forward_time: 23.0852527618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8933925629
validation[          , genome  9130] predictions:    9780/  10000 (97.80%), best:    9860/10000 (98.60%), error:       737.60394, best error:       457.66840 on epoch:    95, 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: 118.3253326416s, input_fired_time: 2.2987451553, output_fired_time: 0.0000000000, propagate_forward_time: 111.4812088013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5453796387
best training[          , genome  9130] predictions:   49976/  50000 (99.95%), best:    9860/10000 (98.60%), error:       342.62805, best error:       457.66840 on epoch:    95, 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: 23.9772682190s, input_fired_time: 0.4745916426, output_fired_time: 0.0000000000, propagate_forward_time: 22.5671749115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9355010986
   testing[          , genome  9130] predictions:    9858/  10000 (98.58%), best:    9860/10000 (98.60%), error:       451.92801, best error:       457.66840 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:20:54 (1960): called boinc_finish(0)

</stderr_txt>
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