Nameexact_genome_1512568488_41_4227_1
Workunit2592419
Created7 Dec 2017, 8:56:02 UTC
Sent7 Dec 2017, 9:02:09 UTC
Report deadline10 Dec 2017, 22:21:41 UTC
Received7 Dec 2017, 10:54:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 52 min 6 sec
CPU time1 hours 51 min 45 sec
Validate stateValid
Credit888.81
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.75 MB
Peak swap size156.54 MB
Peak disk usage1.52 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0642872676, output_fired_time: 0.0000000000, propagate_forward_time: 4.5748291016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223537445
validation[          , genome  4227] predictions:    9429/  10000 (94.29%), best:    9469/10000 (94.69%), error:      1977.35803, best error:      1846.20569 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.5627861023s, input_fired_time: 0.5091388822, output_fired_time: 0.4610296488, propagate_forward_time: 22.9366073608, propagate_backward_time: 34.2610435486, weight_update_time: 0.1125736460, other_time: 2.3949661255
epoch time: 5.1131415367s, input_fired_time: 0.0653992966, output_fired_time: 0.0000000000, propagate_forward_time: 4.6190581322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286842346
validation[          , genome  4227] predictions:    9437/  10000 (94.37%), best:    9469/10000 (94.69%), error:      1899.89819, best error:      1846.20569 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.1841468811s, input_fired_time: 0.5142946243, output_fired_time: 0.4638554752, propagate_forward_time: 23.1445789337, propagate_backward_time: 34.6298751831, weight_update_time: 0.1147312596, other_time: 2.4315414429
epoch time: 5.1358480453s, input_fired_time: 0.0654699579, output_fired_time: 0.0000000000, propagate_forward_time: 4.6352553368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351229668
validation[          , genome  4227] predictions:    9415/  10000 (94.15%), best:    9469/10000 (94.69%), error:      2031.43738, best error:      1846.20569 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.9301147461s, input_fired_time: 0.5112607479, output_fired_time: 0.4626775682, propagate_forward_time: 23.0494403839, propagate_backward_time: 34.5088272095, weight_update_time: 0.1128665134, other_time: 2.3979110718
epoch time: 5.1638054848s, input_fired_time: 0.0653188974, output_fired_time: 0.0000000000, propagate_forward_time: 4.6721034050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263830185
validation[          , genome  4227] predictions:    9458/  10000 (94.58%), best:    9469/10000 (94.69%), error:      1879.44446, best error:      1846.20569 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 60.9822273254s, input_fired_time: 0.5144501925, output_fired_time: 0.4651568532, propagate_forward_time: 23.0282459259, propagate_backward_time: 34.5102539063, weight_update_time: 0.1146605462, other_time: 2.4641189575
epoch time: 5.1251006126s, input_fired_time: 0.0650040284, output_fired_time: 0.0000000000, propagate_forward_time: 4.6301741600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299225807
validation[          , genome  4227] predictions:    9211/  10000 (92.11%), best:    9469/10000 (94.69%), error:      2552.91821, best error:      1846.20569 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 60.9667053223s, input_fired_time: 0.5114778280, output_fired_time: 0.4647766054, propagate_forward_time: 23.0758552551, propagate_backward_time: 34.5128936768, weight_update_time: 0.1136278585, other_time: 2.4017028809
epoch time: 5.1757001877s, input_fired_time: 0.0649523214, output_fired_time: 0.0000000000, propagate_forward_time: 4.6965408325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142069817
validation[          , genome  4227] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1825.45410, best error:      1825.45410 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.3619651794s, input_fired_time: 0.5151500702, output_fired_time: 0.4682800770, propagate_forward_time: 23.2085304260, propagate_backward_time: 34.7174110413, weight_update_time: 0.1147460416, other_time: 2.4525947571
epoch time: 5.1557478905s, input_fired_time: 0.0656373799, output_fired_time: 0.0000000000, propagate_forward_time: 4.6621785164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279317856
validation[          , genome  4227] predictions:    9441/  10000 (94.41%), best:    9453/10000 (94.53%), error:      1954.04663, best error:      1825.45410 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 60.7527694702s, input_fired_time: 0.5129686594, output_fired_time: 0.4620603025, propagate_forward_time: 22.9399795532, propagate_backward_time: 34.4166488647, weight_update_time: 0.1142509431, other_time: 2.4211120605
epoch time: 5.0743041039s, input_fired_time: 0.0652103648, output_fired_time: 0.0000000000, propagate_forward_time: 4.5825681686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265255928
validation[          , genome  4227] predictions:    9456/  10000 (94.56%), best:    9453/10000 (94.53%), error:      1879.85437, best error:      1825.45410 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 60.9610443115s, input_fired_time: 0.5162106752, output_fired_time: 0.4633094668, propagate_forward_time: 22.9710102081, propagate_backward_time: 34.5674896240, weight_update_time: 0.1146758944, other_time: 2.4430236816
epoch time: 5.1044316292s, input_fired_time: 0.0655349866, output_fired_time: 0.0000000000, propagate_forward_time: 4.6051836014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337129593
validation[          , genome  4227] predictions:    9466/  10000 (94.66%), best:    9453/10000 (94.53%), error:      1846.02698, best error:      1825.45410 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.0537986755s, input_fired_time: 0.5167745352, output_fired_time: 0.4638508856, propagate_forward_time: 23.0686798096, propagate_backward_time: 34.5627670288, weight_update_time: 0.1150123104, other_time: 2.4417266846
epoch time: 5.0300855637s, input_fired_time: 0.0654668808, output_fired_time: 0.0000000000, propagate_forward_time: 4.5372023582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274163246
validation[          , genome  4227] predictions:    9385/  10000 (93.85%), best:    9453/10000 (94.53%), error:      1985.49512, best error:      1825.45410 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.2245864868s, input_fired_time: 0.5145137906, output_fired_time: 0.4676879942, propagate_forward_time: 23.1189193726, propagate_backward_time: 34.6955947876, weight_update_time: 0.1140958071, other_time: 2.4278678894
epoch time: 4.8018774986s, input_fired_time: 0.0625454038, output_fired_time: 0.0000000000, propagate_forward_time: 4.3383202553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010119438
validation[          , genome  4227] predictions:    9301/  10000 (93.01%), best:    9453/10000 (94.53%), error:      2313.49316, best error:      1825.45410 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.2510185242s, input_fired_time: 0.5134214759, output_fired_time: 0.4651588798, propagate_forward_time: 23.1847763062, propagate_backward_time: 34.6734733582, weight_update_time: 0.1146441549, other_time: 2.4141883850
epoch time: 5.0838551521s, input_fired_time: 0.0654295161, output_fired_time: 0.0000000000, propagate_forward_time: 4.5901818275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282436371
validation[          , genome  4227] predictions:    9486/  10000 (94.86%), best:    9486/10000 (94.86%), error:      1777.42236, best error:      1777.42236 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.6321449280s, input_fired_time: 0.5046183467, output_fired_time: 0.4563935995, propagate_forward_time: 22.3903808594, propagate_backward_time: 33.9081878662, weight_update_time: 0.1113341078, other_time: 2.3725624084
epoch time: 5.0217723846s, input_fired_time: 0.0641735643, output_fired_time: 0.0000000000, propagate_forward_time: 4.5384569168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191417694
validation[          , genome  4227] predictions:    9399/  10000 (93.99%), best:    9486/10000 (94.86%), error:      2057.17773, best error:      1777.42236 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 60.5524787903s, input_fired_time: 0.5145462751, output_fired_time: 0.4612225890, propagate_forward_time: 22.8437557220, propagate_backward_time: 34.2909698486, weight_update_time: 0.1141654626, other_time: 2.4419860840
epoch time: 5.1214418411s, input_fired_time: 0.0655037537, output_fired_time: 0.0000000000, propagate_forward_time: 4.6299414635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259967804
validation[          , genome  4227] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1721.71887, best error:      1721.71887 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.2158241272s, input_fired_time: 0.5146359801, output_fired_time: 0.4670989513, propagate_forward_time: 23.1472148895, propagate_backward_time: 34.6529388428, weight_update_time: 0.1142893508, other_time: 2.4339370728
epoch time: 5.0726952553s, input_fired_time: 0.0639063120, output_fired_time: 0.0000000000, propagate_forward_time: 4.5900878906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187011719
validation[          , genome  4227] predictions:    9431/  10000 (94.31%), best:    9503/10000 (95.03%), error:      1909.72302, best error:      1721.71887 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 60.8867416382s, input_fired_time: 0.5106953979, output_fired_time: 0.4622317255, propagate_forward_time: 22.9764213562, propagate_backward_time: 34.5442466736, weight_update_time: 0.1127164736, other_time: 2.3931465149
epoch time: 5.0500507355s, input_fired_time: 0.0637327507, output_fired_time: 0.0000000000, propagate_forward_time: 4.5703668594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159512520
validation[          , genome  4227] predictions:    9380/  10000 (93.80%), best:    9503/10000 (95.03%), error:      2063.87524, best error:      1721.71887 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.0560798645s, input_fired_time: 0.5162003040, output_fired_time: 0.4672525525, propagate_forward_time: 23.0601139069, propagate_backward_time: 34.5749549866, weight_update_time: 0.1150209978, other_time: 2.4375572205
epoch time: 5.0923123360s, input_fired_time: 0.0653363243, output_fired_time: 0.0000000000, propagate_forward_time: 4.6043906212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225854874
validation[          , genome  4227] predictions:    9433/  10000 (94.33%), best:    9503/10000 (95.03%), error:      1893.79932, best error:      1721.71887 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.0936203003s, input_fired_time: 0.5155572891, output_fired_time: 0.4629700482, propagate_forward_time: 23.0896644592, propagate_backward_time: 34.6157302856, weight_update_time: 0.1135863736, other_time: 2.4096984863
epoch time: 5.0874919891s, input_fired_time: 0.0643875822, output_fired_time: 0.0000000000, propagate_forward_time: 4.6110720634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120321274
validation[          , genome  4227] predictions:    9474/  10000 (94.74%), best:    9503/10000 (95.03%), error:      1808.22058, best error:      1721.71887 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.1382980347s, input_fired_time: 0.5142973065, output_fired_time: 0.4632669985, propagate_forward_time: 23.0752334595, propagate_backward_time: 34.6734352112, weight_update_time: 0.1136728972, other_time: 2.4120635986
epoch time: 4.9544444084s, input_fired_time: 0.0636390522, output_fired_time: 0.0000000000, propagate_forward_time: 4.4796400070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111652374
validation[          , genome  4227] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1700.64050, best error:      1700.64050 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.5100021362s, input_fired_time: 0.5123836994, output_fired_time: 0.4601254463, propagate_forward_time: 22.8228130341, propagate_backward_time: 34.3142395020, weight_update_time: 0.1130328774, other_time: 2.4004440308
epoch time: 5.0455226898s, input_fired_time: 0.0634342656, output_fired_time: 0.0000000000, propagate_forward_time: 4.5704135895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116749763
validation[          , genome  4227] predictions:    9482/  10000 (94.82%), best:    9493/10000 (94.93%), error:      1851.22607, best error:      1700.64050 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.2030715942s, input_fired_time: 0.5152080059, output_fired_time: 0.4657921791, propagate_forward_time: 23.1066303253, propagate_backward_time: 34.6666069031, weight_update_time: 0.1149734184, other_time: 2.4488334656
epoch time: 5.1296906471s, input_fired_time: 0.0651238561, output_fired_time: 0.0000000000, propagate_forward_time: 4.6349835396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295830727
validation[          , genome  4227] predictions:    9467/  10000 (94.67%), best:    9493/10000 (94.93%), error:      1828.08838, best error:      1700.64050 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.2341423035s, input_fired_time: 0.5120205879, output_fired_time: 0.4666979313, propagate_forward_time: 23.1175079346, propagate_backward_time: 34.7368507385, weight_update_time: 0.1140901819, other_time: 2.4010658264
epoch time: 5.1060671806s, input_fired_time: 0.0659911782, output_fired_time: 0.0000000000, propagate_forward_time: 4.6111083031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289674759
validation[          , genome  4227] predictions:    9457/  10000 (94.57%), best:    9493/10000 (94.93%), error:      1866.72693, best error:      1700.64050 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 60.9794349670s, input_fired_time: 0.5140856504, output_fired_time: 0.4647420645, propagate_forward_time: 23.0041961670, propagate_backward_time: 34.5986137390, weight_update_time: 0.1132986546, other_time: 2.3978004456
epoch time: 5.1515746117s, input_fired_time: 0.0655518696, output_fired_time: 0.0000000000, propagate_forward_time: 4.6575279236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284949303
validation[          , genome  4227] predictions:    9475/  10000 (94.75%), best:    9493/10000 (94.93%), error:      1805.71680, best error:      1700.64050 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 60.6728401184s, input_fired_time: 0.5122008324, output_fired_time: 0.4614515901, propagate_forward_time: 22.8987960815, propagate_backward_time: 34.4126396179, weight_update_time: 0.1127835512, other_time: 2.3877525330
epoch time: 5.1923551559s, input_fired_time: 0.0687114075, output_fired_time: 0.0000000000, propagate_forward_time: 4.6749472618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486966133
validation[          , genome  4227] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1688.09570, best error:      1688.09570 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.2647514343s, input_fired_time: 0.5221444964, output_fired_time: 0.4688443244, propagate_forward_time: 23.1556529999, propagate_backward_time: 34.6654510498, weight_update_time: 0.1150219440, other_time: 2.4526596069
epoch time: 5.1327958107s, input_fired_time: 0.0651909113, output_fired_time: 0.0000000000, propagate_forward_time: 4.6400818825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275231361
validation[          , genome  4227] predictions:    9493/  10000 (94.93%), best:    9505/10000 (95.05%), error:      1738.46436, best error:      1688.09570 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.0775985718s, input_fired_time: 0.5145556927, output_fired_time: 0.4670725763, propagate_forward_time: 23.0630798340, propagate_backward_time: 34.6079902649, weight_update_time: 0.1143236533, other_time: 2.4249000549
epoch time: 5.0696878433s, input_fired_time: 0.0640312284, output_fired_time: 0.0000000000, propagate_forward_time: 4.5973877907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082689285
validation[          , genome  4227] predictions:    9475/  10000 (94.75%), best:    9505/10000 (95.05%), error:      1820.68359, best error:      1688.09570 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.0179786682s, input_fired_time: 0.5160656571, output_fired_time: 0.4649795592, propagate_forward_time: 23.0790157318, propagate_backward_time: 34.5386505127, weight_update_time: 0.1135950908, other_time: 2.4192657471
epoch time: 5.1786465645s, input_fired_time: 0.0658918396, output_fired_time: 0.0000000000, propagate_forward_time: 4.6745152473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382395744
validation[          , genome  4227] predictions:    9492/  10000 (94.92%), best:    9505/10000 (95.05%), error:      1693.68665, best error:      1688.09570 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.1000709534s, input_fired_time: 0.5152310729, output_fired_time: 0.4651640058, propagate_forward_time: 23.1027736664, propagate_backward_time: 34.5790824890, weight_update_time: 0.1140594482, other_time: 2.4378166199
epoch time: 5.1149978638s, input_fired_time: 0.0651955307, output_fired_time: 0.0000000000, propagate_forward_time: 4.6257114410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240908623
validation[          , genome  4227] predictions:    9458/  10000 (94.58%), best:    9505/10000 (95.05%), error:      1785.71765, best error:      1688.09570 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.1465797424s, input_fired_time: 0.5147774816, output_fired_time: 0.4689344466, propagate_forward_time: 23.0690898895, propagate_backward_time: 34.6954383850, weight_update_time: 0.1137558296, other_time: 2.3983421326
epoch time: 5.1432518959s, input_fired_time: 0.0657059997, output_fired_time: 0.0000000000, propagate_forward_time: 4.6468396187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307065010
validation[          , genome  4227] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1600.29614, best error:      1600.29614 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.9774932861s, input_fired_time: 0.5169242024, output_fired_time: 0.4666436613, propagate_forward_time: 23.0381050110, propagate_backward_time: 34.5105781555, weight_update_time: 0.1162964553, other_time: 2.4452400208
epoch time: 5.1860342026s, input_fired_time: 0.0668349490, output_fired_time: 0.0000000000, propagate_forward_time: 4.6835017204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356975555
validation[          , genome  4227] predictions:    9524/  10000 (95.24%), best:    9546/10000 (95.46%), error:      1642.76697, best error:      1600.29614 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.1716079712s, input_fired_time: 0.5199751854, output_fired_time: 0.4680887461, propagate_forward_time: 23.1293849945, propagate_backward_time: 34.5949325562, weight_update_time: 0.1147854850, other_time: 2.4592285156
epoch time: 5.1435680389s, input_fired_time: 0.0659640282, output_fired_time: 0.0000000000, propagate_forward_time: 4.6466546059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309492111
validation[          , genome  4227] predictions:    9402/  10000 (94.02%), best:    9546/10000 (95.46%), error:      2011.70166, best error:      1600.29614 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.1952667236s, input_fired_time: 0.5136595368, output_fired_time: 0.4578232169, propagate_forward_time: 22.7404632568, propagate_backward_time: 34.0816993713, weight_update_time: 0.1128772348, other_time: 2.4016189575
epoch time: 4.4148764610s, input_fired_time: 0.0593152009, output_fired_time: 0.0000000000, propagate_forward_time: 3.9699168205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856444359
validation[          , genome  4227] predictions:    9436/  10000 (94.36%), best:    9546/10000 (95.46%), error:      1996.69873, best error:      1600.29614 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.3131713867s, input_fired_time: 0.5203803182, output_fired_time: 0.4673303068, propagate_forward_time: 23.1818752289, propagate_backward_time: 34.6753005981, weight_update_time: 0.1157567650, other_time: 2.4682846069
epoch time: 4.9312481880s, input_fired_time: 0.0634152889, output_fired_time: 0.0000000000, propagate_forward_time: 4.4565138817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113192558
validation[          , genome  4227] predictions:    9425/  10000 (94.25%), best:    9546/10000 (95.46%), error:      1947.72681, best error:      1600.29614 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.7430000305s, input_fired_time: 0.5152282119, output_fired_time: 0.4609840214, propagate_forward_time: 22.9786911011, propagate_backward_time: 34.4011001587, weight_update_time: 0.1127277538, other_time: 2.3869972229
epoch time: 5.1289138794s, input_fired_time: 0.0658631697, output_fired_time: 0.0000000000, propagate_forward_time: 4.6373376846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257130623
validation[          , genome  4227] predictions:    9510/  10000 (95.10%), best:    9546/10000 (95.46%), error:      1664.94519, best error:      1600.29614 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.0374298096s, input_fired_time: 0.5178428292, output_fired_time: 0.4657922387, propagate_forward_time: 23.0538845062, propagate_backward_time: 34.5518951416, weight_update_time: 0.1144649759, other_time: 2.4480133057
epoch time: 5.1147990227s, input_fired_time: 0.0668697655, output_fired_time: 0.0000000000, propagate_forward_time: 4.6184854507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294438362
validation[          , genome  4227] predictions:    9502/  10000 (95.02%), best:    9546/10000 (95.46%), error:      1746.67297, best error:      1600.29614 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.9970283508s, input_fired_time: 0.5148556828, output_fired_time: 0.4639720619, propagate_forward_time: 23.0234184265, propagate_backward_time: 34.5870780945, weight_update_time: 0.1134010181, other_time: 2.4077072144
epoch time: 5.1126332283s, input_fired_time: 0.0658262968, output_fired_time: 0.0000000000, propagate_forward_time: 4.6281471252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186596870
validation[          , genome  4227] predictions:    9434/  10000 (94.34%), best:    9546/10000 (95.46%), error:      1869.15515, best error:      1600.29614 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.2255210876s, input_fired_time: 0.5209954977, output_fired_time: 0.4666570425, propagate_forward_time: 23.1927337646, propagate_backward_time: 34.6194953918, weight_update_time: 0.1142258719, other_time: 2.4256401062
epoch time: 5.0713872910s, input_fired_time: 0.0651120618, output_fired_time: 0.0000000000, propagate_forward_time: 4.5918254852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144496918
validation[          , genome  4227] predictions:    9397/  10000 (93.97%), best:    9546/10000 (95.46%), error:      1941.17981, best error:      1600.29614 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 60.7379264832s, input_fired_time: 0.5155237913, output_fired_time: 0.4631418288, propagate_forward_time: 22.9783725739, propagate_backward_time: 34.3912467957, weight_update_time: 0.1134250835, other_time: 2.3896446228
epoch time: 5.1522936821s, input_fired_time: 0.0661928952, output_fired_time: 0.0000000000, propagate_forward_time: 4.6538200378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322805405
validation[          , genome  4227] predictions:    9492/  10000 (94.92%), best:    9546/10000 (95.46%), error:      1736.38293, best error:      1600.29614 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.0256958008s, input_fired_time: 0.5153723359, output_fired_time: 0.4626551867, propagate_forward_time: 23.1094112396, propagate_backward_time: 34.5641403198, weight_update_time: 0.1131132394, other_time: 2.3741149902
epoch time: 5.0906896591s, input_fired_time: 0.0659507215, output_fired_time: 0.0000000000, propagate_forward_time: 4.5940227509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307160378
validation[          , genome  4227] predictions:    9518/  10000 (95.18%), best:    9546/10000 (95.46%), error:      1634.84082, best error:      1600.29614 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.0532531738s, input_fired_time: 0.5199965835, output_fired_time: 0.4644954503, propagate_forward_time: 23.0590667725, propagate_backward_time: 34.5627288818, weight_update_time: 0.1147107184, other_time: 2.4469642639
epoch time: 5.0573682785s, input_fired_time: 0.0654566288, output_fired_time: 0.0000000000, propagate_forward_time: 4.5666074753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253044128
validation[          , genome  4227] predictions:    9459/  10000 (94.59%), best:    9546/10000 (95.46%), error:      1864.47986, best error:      1600.29614 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.0847320557s, input_fired_time: 0.5208522081, output_fired_time: 0.4658304155, propagate_forward_time: 23.0759887695, propagate_backward_time: 34.5561256409, weight_update_time: 0.1151736006, other_time: 2.4659347534
epoch time: 5.0121445656s, input_fired_time: 0.0651945099, output_fired_time: 0.0000000000, propagate_forward_time: 4.5338544846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130954742
validation[          , genome  4227] predictions:    9537/  10000 (95.37%), best:    9546/10000 (95.46%), error:      1635.47107, best error:      1600.29614 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.2127227783s, input_fired_time: 0.5215217471, output_fired_time: 0.4672616422, propagate_forward_time: 23.1147537231, propagate_backward_time: 34.6531639099, weight_update_time: 0.1154193357, other_time: 2.4560203552
epoch time: 4.9623117447s, input_fired_time: 0.0648765415, output_fired_time: 0.0000000000, propagate_forward_time: 4.4782023430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192328453
validation[          , genome  4227] predictions:    9497/  10000 (94.97%), best:    9546/10000 (95.46%), error:      1678.85034, best error:      1600.29614 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 60.5940704346s, input_fired_time: 0.5148516893, output_fired_time: 0.4614422917, propagate_forward_time: 22.9754352570, propagate_backward_time: 34.2923812866, weight_update_time: 0.1119499654, other_time: 2.3499603271
epoch time: 5.0987229347s, input_fired_time: 0.0649021417, output_fired_time: 0.0000000000, propagate_forward_time: 4.6278986931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059219360
validation[          , genome  4227] predictions:    9447/  10000 (94.47%), best:    9546/10000 (95.46%), error:      1867.60217, best error:      1600.29614 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.9439048767s, input_fired_time: 0.5200248361, output_fired_time: 0.4623599052, propagate_forward_time: 23.0367298126, propagate_backward_time: 34.5165786743, weight_update_time: 0.1135110855, other_time: 2.4082107544
epoch time: 5.1146273613s, input_fired_time: 0.0659102723, output_fired_time: 0.0000000000, propagate_forward_time: 4.6208848953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278321266
validation[          , genome  4227] predictions:    9526/  10000 (95.26%), best:    9546/10000 (95.46%), error:      1629.39319, best error:      1600.29614 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.1767807007s, input_fired_time: 0.5209490657, output_fired_time: 0.4653872252, propagate_forward_time: 23.0950412750, propagate_backward_time: 34.6302642822, weight_update_time: 0.1151095852, other_time: 2.4651412964
epoch time: 5.1215152740s, input_fired_time: 0.0658278316, output_fired_time: 0.0000000000, propagate_forward_time: 4.6336450577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220423698
validation[          , genome  4227] predictions:    9461/  10000 (94.61%), best:    9546/10000 (95.46%), error:      1773.27966, best error:      1600.29614 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.2021636963s, input_fired_time: 0.5223165154, output_fired_time: 0.4685247838, propagate_forward_time: 23.1095466614, propagate_backward_time: 34.6249809265, weight_update_time: 0.1153881401, other_time: 2.4767951965
epoch time: 5.1636085510s, input_fired_time: 0.0676131845, output_fired_time: 0.0000000000, propagate_forward_time: 4.6582541466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377412796
validation[          , genome  4227] predictions:    9544/  10000 (95.44%), best:    9546/10000 (95.46%), error:      1610.75952, best error:      1600.29614 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.0030555725s, input_fired_time: 0.5183073878, output_fired_time: 0.4657839537, propagate_forward_time: 23.0341396332, propagate_backward_time: 34.5542411804, weight_update_time: 0.1140989140, other_time: 2.4305839539
epoch time: 5.1277956963s, input_fired_time: 0.0668078065, output_fired_time: 0.0000000000, propagate_forward_time: 4.6321287155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288592339
validation[          , genome  4227] predictions:    9524/  10000 (95.24%), best:    9546/10000 (95.46%), error:      1672.92798, best error:      1600.29614 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.6161193848s, input_fired_time: 0.5204108953, output_fired_time: 0.4638101161, propagate_forward_time: 22.8687782288, propagate_backward_time: 34.3369979858, weight_update_time: 0.1141526327, other_time: 2.4261207581
epoch time: 5.1213445663s, input_fired_time: 0.0670028627, output_fired_time: 0.0000000000, propagate_forward_time: 4.6315979958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227437973
validation[          , genome  4227] predictions:    9507/  10000 (95.07%), best:    9546/10000 (95.46%), error:      1641.17480, best error:      1600.29614 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.9855804443s, input_fired_time: 0.5223870873, output_fired_time: 0.4658363760, propagate_forward_time: 23.0586833954, propagate_backward_time: 34.4881553650, weight_update_time: 0.1141910329, other_time: 2.4505195618
epoch time: 5.0679979324s, input_fired_time: 0.0662860796, output_fired_time: 0.0000000000, propagate_forward_time: 4.5773019791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244098663
validation[          , genome  4227] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1553.33728, best error:      1553.33728 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.0848197937s, input_fired_time: 0.5223846436, output_fired_time: 0.4664227664, propagate_forward_time: 23.0888614655, propagate_backward_time: 34.5624160767, weight_update_time: 0.1141926199, other_time: 2.4447326660
epoch time: 5.0414915085s, input_fired_time: 0.0655047745, output_fired_time: 0.0000000000, propagate_forward_time: 4.5662279129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097590446
validation[          , genome  4227] predictions:    9494/  10000 (94.94%), best:    9546/10000 (95.46%), error:      1718.15112, best error:      1553.33728 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.7811660767s, input_fired_time: 0.5194877386, output_fired_time: 0.4633587301, propagate_forward_time: 22.9689903259, propagate_backward_time: 34.3927650452, weight_update_time: 0.1136723533, other_time: 2.4365615845
epoch time: 5.0426998138s, input_fired_time: 0.0664908811, output_fired_time: 0.0000000000, propagate_forward_time: 4.5509700775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252390862
validation[          , genome  4227] predictions:    9423/  10000 (94.23%), best:    9546/10000 (95.46%), error:      1846.64221, best error:      1553.33728 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.1088829041s, input_fired_time: 0.5186421275, output_fired_time: 0.4653376639, propagate_forward_time: 23.0430984497, propagate_backward_time: 34.6442451477, weight_update_time: 0.1140789241, other_time: 2.4375610352
epoch time: 5.1297631264s, input_fired_time: 0.0655738935, output_fired_time: 0.0000000000, propagate_forward_time: 4.6488685608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153208733
validation[          , genome  4227] predictions:    9531/  10000 (95.31%), best:    9546/10000 (95.46%), error:      1623.50952, best error:      1553.33728 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.9934883118s, input_fired_time: 0.5197477341, output_fired_time: 0.4667887390, propagate_forward_time: 23.0023307800, propagate_backward_time: 34.5547752380, weight_update_time: 0.1139898673, other_time: 2.4498443604
epoch time: 4.9873547554s, input_fired_time: 0.0654254258, output_fired_time: 0.0000000000, propagate_forward_time: 4.5034980774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184312820
validation[          , genome  4227] predictions:    9533/  10000 (95.33%), best:    9546/10000 (95.46%), error:      1653.80188, best error:      1553.33728 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.1781501770s, input_fired_time: 0.5203858018, output_fired_time: 0.4675055742, propagate_forward_time: 23.0948867798, propagate_backward_time: 34.6618003845, weight_update_time: 0.1142156273, other_time: 2.4335708618
epoch time: 5.1079435349s, input_fired_time: 0.0670402497, output_fired_time: 0.0000000000, propagate_forward_time: 4.6186132431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222898483
validation[          , genome  4227] predictions:    9518/  10000 (95.18%), best:    9546/10000 (95.46%), error:      1639.13342, best error:      1553.33728 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.6230278015s, input_fired_time: 0.5218617916, output_fired_time: 0.4632697105, propagate_forward_time: 22.9183902740, propagate_backward_time: 34.2871704102, weight_update_time: 0.1141593531, other_time: 2.4323348999
epoch time: 5.0536618233s, input_fired_time: 0.0668615550, output_fired_time: 0.0000000000, propagate_forward_time: 4.5566382408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301619530
validation[          , genome  4227] predictions:    9463/  10000 (94.63%), best:    9546/10000 (95.46%), error:      1750.54517, best error:      1553.33728 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.9641952515s, input_fired_time: 0.5190626979, output_fired_time: 0.4628610909, propagate_forward_time: 23.0110244751, propagate_backward_time: 34.5483665466, weight_update_time: 0.1140794232, other_time: 2.4228820801
epoch time: 5.0431828499s, input_fired_time: 0.0660147369, output_fired_time: 0.0000000000, propagate_forward_time: 4.5624828339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146852493
validation[          , genome  4227] predictions:    9415/  10000 (94.15%), best:    9546/10000 (95.46%), error:      1986.45996, best error:      1553.33728 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.0906105042s, input_fired_time: 0.5216299891, output_fired_time: 0.4653196931, propagate_forward_time: 23.0623741150, propagate_backward_time: 34.6314659119, weight_update_time: 0.1140072122, other_time: 2.4098205566
epoch time: 5.1292986870s, input_fired_time: 0.0660438985, output_fired_time: 0.0000000000, propagate_forward_time: 4.6508378983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124169350
validation[          , genome  4227] predictions:    9428/  10000 (94.28%), best:    9546/10000 (95.46%), error:      1993.86267, best error:      1553.33728 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.1092910767s, input_fired_time: 0.5230478048, output_fired_time: 0.4655719399, propagate_forward_time: 23.1231231689, propagate_backward_time: 34.5620117188, weight_update_time: 0.1145760641, other_time: 2.4355354309
epoch time: 5.0992660522s, input_fired_time: 0.0672604293, output_fired_time: 0.0000000000, propagate_forward_time: 4.6051945686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268112183
validation[          , genome  4227] predictions:    9527/  10000 (95.27%), best:    9546/10000 (95.46%), error:      1628.43054, best error:      1553.33728 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.1326026917s, input_fired_time: 0.5228231549, output_fired_time: 0.4663531780, propagate_forward_time: 23.0898914337, propagate_backward_time: 34.6368675232, weight_update_time: 0.1131629497, other_time: 2.4166679382
epoch time: 5.0373835564s, input_fired_time: 0.0660689995, output_fired_time: 0.0000000000, propagate_forward_time: 4.5519304276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193840027
validation[          , genome  4227] predictions:    9532/  10000 (95.32%), best:    9546/10000 (95.46%), error:      1648.37842, best error:      1553.33728 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.9287605286s, input_fired_time: 0.5226743817, output_fired_time: 0.4655455351, propagate_forward_time: 22.9797153473, propagate_backward_time: 34.5550422668, weight_update_time: 0.1136002019, other_time: 2.4057807922
epoch time: 5.0344429016s, input_fired_time: 0.0653849542, output_fired_time: 0.0000000000, propagate_forward_time: 4.5576367378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114212990
validation[          , genome  4227] predictions:    9212/  10000 (92.12%), best:    9546/10000 (95.46%), error:      2606.96313, best error:      1553.33728 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 60.8924636841s, input_fired_time: 0.5239601731, output_fired_time: 0.4634617567, propagate_forward_time: 22.9808330536, propagate_backward_time: 34.4905357361, weight_update_time: 0.1142786518, other_time: 2.4336738586
epoch time: 5.0833802223s, input_fired_time: 0.0670038909, output_fired_time: 0.0000000000, propagate_forward_time: 4.5908522606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255242348
validation[          , genome  4227] predictions:    9435/  10000 (94.35%), best:    9546/10000 (95.46%), error:      1842.61145, best error:      1553.33728 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.1430778503s, input_fired_time: 0.5266646147, output_fired_time: 0.4653186798, propagate_forward_time: 23.0971469879, propagate_backward_time: 34.5960807800, weight_update_time: 0.1157511398, other_time: 2.4578666687
epoch time: 5.1186370850s, input_fired_time: 0.0673684329, output_fired_time: 0.0000000000, propagate_forward_time: 4.6236357689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276328087
validation[          , genome  4227] predictions:    9503/  10000 (95.03%), best:    9546/10000 (95.46%), error:      1717.91870, best error:      1553.33728 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.9920272827s, input_fired_time: 0.5245929956, output_fired_time: 0.4658832550, propagate_forward_time: 22.9180431366, propagate_backward_time: 34.6089630127, weight_update_time: 0.1151546463, other_time: 2.4745407104
epoch time: 5.0777678490s, input_fired_time: 0.0662359148, output_fired_time: 0.0000000000, propagate_forward_time: 4.5894794464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220523834
validation[          , genome  4227] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1656.70813, best error:      1553.33728 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.2043418884s, input_fired_time: 0.5240694284, output_fired_time: 0.4663180709, propagate_forward_time: 23.0627422333, propagate_backward_time: 34.7205734253, weight_update_time: 0.1148443371, other_time: 2.4306411743
epoch time: 5.1209721565s, input_fired_time: 0.0664099827, output_fired_time: 0.0000000000, propagate_forward_time: 4.6410531998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135088921
validation[          , genome  4227] predictions:    9537/  10000 (95.37%), best:    9546/10000 (95.46%), error:      1587.34460, best error:      1553.33728 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.1650314331s, input_fired_time: 0.5231639743, output_fired_time: 0.4637200534, propagate_forward_time: 23.0623455048, propagate_backward_time: 34.6857986450, weight_update_time: 0.1143800244, other_time: 2.4300079346
epoch time: 5.0416030884s, input_fired_time: 0.0649389923, output_fired_time: 0.0000000000, propagate_forward_time: 4.5596718788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169921875
validation[          , genome  4227] predictions:    9512/  10000 (95.12%), best:    9546/10000 (95.46%), error:      1707.96460, best error:      1553.33728 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.7520713806s, input_fired_time: 0.5217516422, output_fired_time: 0.4630702436, propagate_forward_time: 22.9714660645, propagate_backward_time: 34.3796691895, weight_update_time: 0.1134680957, other_time: 2.4161148071
epoch time: 5.0197906494s, input_fired_time: 0.0653439909, output_fired_time: 0.0000000000, propagate_forward_time: 4.5437498093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106969833
validation[          , genome  4227] predictions:    9536/  10000 (95.36%), best:    9546/10000 (95.46%), error:      1636.15137, best error:      1553.33728 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 60.8845939636s, input_fired_time: 0.5200310946, output_fired_time: 0.4642005563, propagate_forward_time: 22.9908428192, propagate_backward_time: 34.5335540771, weight_update_time: 0.1123944372, other_time: 2.3759689331
epoch time: 5.1472792625s, input_fired_time: 0.0673751011, output_fired_time: 0.0000000000, propagate_forward_time: 4.6571321487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227719307
validation[          , genome  4227] predictions:    9529/  10000 (95.29%), best:    9546/10000 (95.46%), error:      1643.13843, best error:      1553.33728 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.1171836853s, input_fired_time: 0.5267992020, output_fired_time: 0.4645500779, propagate_forward_time: 23.0731239319, propagate_backward_time: 34.5935325623, weight_update_time: 0.1153010949, other_time: 2.4591789246
epoch time: 5.1064057350s, input_fired_time: 0.0677887946, output_fired_time: 0.0000000000, propagate_forward_time: 4.6133842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252328873
validation[          , genome  4227] predictions:    9520/  10000 (95.20%), best:    9546/10000 (95.46%), error:      1637.50781, best error:      1553.33728 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.0516738892s, input_fired_time: 0.5232291222, output_fired_time: 0.4667049050, propagate_forward_time: 23.0173568726, propagate_backward_time: 34.6225967407, weight_update_time: 0.1141116917, other_time: 2.4217872620
epoch time: 5.0539946556s, input_fired_time: 0.0678886399, output_fired_time: 0.0000000000, propagate_forward_time: 4.5558075905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302983284
validation[          , genome  4227] predictions:    9538/  10000 (95.38%), best:    9546/10000 (95.46%), error:      1595.64783, best error:      1553.33728 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.9970741272s, input_fired_time: 0.5220689178, output_fired_time: 0.4621595144, propagate_forward_time: 23.0434379578, propagate_backward_time: 34.5639572144, weight_update_time: 0.1132894158, other_time: 2.4054527283
epoch time: 5.0700936317s, input_fired_time: 0.0663434118, output_fired_time: 0.0000000000, propagate_forward_time: 4.5829820633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207682610
validation[          , genome  4227] predictions:    9504/  10000 (95.04%), best:    9546/10000 (95.46%), error:      1664.47571, best error:      1553.33728 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.8851890564s, input_fired_time: 0.5248422623, output_fired_time: 0.4641605020, propagate_forward_time: 23.0077114105, propagate_backward_time: 34.4567222595, weight_update_time: 0.1140374616, other_time: 2.4317512512
epoch time: 5.0570497513s, input_fired_time: 0.0666654557, output_fired_time: 0.0000000000, propagate_forward_time: 4.5714006424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189834595
validation[          , genome  4227] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1623.88977, best error:      1553.33728 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.0515022278s, input_fired_time: 0.5262286663, output_fired_time: 0.4653990269, propagate_forward_time: 23.0668392181, propagate_backward_time: 34.5426254272, weight_update_time: 0.1147721410, other_time: 2.4504089355
epoch time: 5.1113538742s, input_fired_time: 0.0664130449, output_fired_time: 0.0000000000, propagate_forward_time: 4.6292095184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157314301
validation[          , genome  4227] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1645.39502, best error:      1553.33728 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.9832878113s, input_fired_time: 0.5235551000, output_fired_time: 0.4632326663, propagate_forward_time: 23.0397281647, propagate_backward_time: 34.5663299561, weight_update_time: 0.1127789542, other_time: 2.3904418945
epoch time: 5.0954756737s, input_fired_time: 0.0668436438, output_fired_time: 0.0000000000, propagate_forward_time: 4.6109724045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176597595
validation[          , genome  4227] predictions:    9530/  10000 (95.30%), best:    9546/10000 (95.46%), error:      1627.01636, best error:      1553.33728 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.2954483032s, input_fired_time: 0.5277536511, output_fired_time: 0.4680380225, propagate_forward_time: 23.1573810577, propagate_backward_time: 34.7093467712, weight_update_time: 0.1149309054, other_time: 2.4329338074
epoch time: 5.0663166046s, input_fired_time: 0.0685849562, output_fired_time: 0.0000000000, propagate_forward_time: 4.5774316788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203000069
validation[          , genome  4227] predictions:    9521/  10000 (95.21%), best:    9546/10000 (95.46%), error:      1635.24158, best error:      1553.33728 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.0359230042s, input_fired_time: 0.5264771581, output_fired_time: 0.4655138552, propagate_forward_time: 23.0753021240, propagate_backward_time: 34.5562133789, weight_update_time: 0.1133908182, other_time: 2.4124145508
epoch time: 5.0053739548s, input_fired_time: 0.0674887672, output_fired_time: 0.0000000000, propagate_forward_time: 4.5124216080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254636765
validation[          , genome  4227] predictions:    9496/  10000 (94.96%), best:    9546/10000 (95.46%), error:      1797.17273, best error:      1553.33728 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.9519119263s, input_fired_time: 0.5292386413, output_fired_time: 0.4654745460, propagate_forward_time: 23.0223789215, propagate_backward_time: 34.5107994080, weight_update_time: 0.1140072420, other_time: 2.4240226746
epoch time: 5.1054091454s, input_fired_time: 0.0689300448, output_fired_time: 0.0000000000, propagate_forward_time: 4.6110501289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254288673
validation[          , genome  4227] predictions:    9520/  10000 (95.20%), best:    9546/10000 (95.46%), error:      1692.05383, best error:      1553.33728 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.0552291870s, input_fired_time: 0.5305231214, output_fired_time: 0.4676897526, propagate_forward_time: 23.0075702667, propagate_backward_time: 34.6082725525, weight_update_time: 0.1148013622, other_time: 2.4411735535
epoch time: 5.1716399193s, input_fired_time: 0.0692782179, output_fired_time: 0.0000000000, propagate_forward_time: 4.6644620895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378995895
validation[          , genome  4227] predictions:    9532/  10000 (95.32%), best:    9546/10000 (95.46%), error:      1622.46350, best error:      1553.33728 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.7936897278s, input_fired_time: 0.5217595696, output_fired_time: 0.4620213211, propagate_forward_time: 22.9696331024, propagate_backward_time: 34.4504890442, weight_update_time: 0.1131219491, other_time: 2.3897895813
epoch time: 5.0922288895s, input_fired_time: 0.0671564639, output_fired_time: 0.0000000000, propagate_forward_time: 4.6045622826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205102921
validation[          , genome  4227] predictions:    9507/  10000 (95.07%), best:    9546/10000 (95.46%), error:      1652.89172, best error:      1553.33728 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 60.8624000549s, input_fired_time: 0.5226699710, output_fired_time: 0.4619128704, propagate_forward_time: 22.9706497192, propagate_backward_time: 34.4980621338, weight_update_time: 0.1136892959, other_time: 2.4091033936
epoch time: 5.0546941757s, input_fired_time: 0.0671247318, output_fired_time: 0.0000000000, propagate_forward_time: 4.5664677620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211015701
validation[          , genome  4227] predictions:    9540/  10000 (95.40%), best:    9546/10000 (95.46%), error:      1590.29651, best error:      1553.33728 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.3351669312s, input_fired_time: 0.5290778279, output_fired_time: 0.4672513902, propagate_forward_time: 23.2308082581, propagate_backward_time: 34.7184143066, weight_update_time: 0.1134726927, other_time: 2.3896141052
epoch time: 5.0868549347s, input_fired_time: 0.0668861419, output_fired_time: 0.0000000000, propagate_forward_time: 4.5998897552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200792313
validation[          , genome  4227] predictions:    9533/  10000 (95.33%), best:    9546/10000 (95.46%), error:      1626.41907, best error:      1553.33728 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.0607147217s, input_fired_time: 0.5272576809, output_fired_time: 0.4654675722, propagate_forward_time: 23.0503311157, propagate_backward_time: 34.5409965515, weight_update_time: 0.1158237979, other_time: 2.4766616821
epoch time: 5.1514501572s, input_fired_time: 0.0697292835, output_fired_time: 0.0000000000, propagate_forward_time: 4.6427311897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389896393
validation[          , genome  4227] predictions:    9456/  10000 (94.56%), best:    9546/10000 (95.46%), error:      1860.15955, best error:      1553.33728 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.3702812195s, input_fired_time: 0.5260845423, output_fired_time: 0.4611397386, propagate_forward_time: 22.7480678558, propagate_backward_time: 34.2120094299, weight_update_time: 0.1134773269, other_time: 2.4229774475
epoch time: 5.0961666107s, input_fired_time: 0.0669941679, output_fired_time: 0.0000000000, propagate_forward_time: 4.6127004623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164719582
validation[          , genome  4227] predictions:    9509/  10000 (95.09%), best:    9546/10000 (95.46%), error:      1703.50610, best error:      1553.33728 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.3464584351s, input_fired_time: 0.5311234593, output_fired_time: 0.4678515792, propagate_forward_time: 23.1636123657, propagate_backward_time: 34.7128219604, weight_update_time: 0.1158227995, other_time: 2.4710502625
epoch time: 5.0639324188s, input_fired_time: 0.0673269704, output_fired_time: 0.0000000000, propagate_forward_time: 4.5702128410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263925552
validation[          , genome  4227] predictions:    9506/  10000 (95.06%), best:    9546/10000 (95.46%), error:      1662.39160, best error:      1553.33728 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.1547966003s, input_fired_time: 0.5227923393, output_fired_time: 0.4579301178, propagate_forward_time: 22.6395435333, propagate_backward_time: 34.1378517151, weight_update_time: 0.1123519465, other_time: 2.3966789246
epoch time: 5.1350760460s, input_fired_time: 0.0684743598, output_fired_time: 0.0000000000, propagate_forward_time: 4.6358790398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307227135
validation[          , genome  4227] predictions:    9478/  10000 (94.78%), best:    9546/10000 (95.46%), error:      1720.79309, best error:      1553.33728 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.9105834961s, input_fired_time: 0.5255067945, output_fired_time: 0.4624611735, propagate_forward_time: 23.0326995850, propagate_backward_time: 34.5042343140, weight_update_time: 0.1129171848, other_time: 2.3856849670
epoch time: 5.0346889496s, input_fired_time: 0.0669368356, output_fired_time: 0.0000000000, propagate_forward_time: 4.5442423820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235095978
validation[          , genome  4227] predictions:    9516/  10000 (95.16%), best:    9546/10000 (95.46%), error:      1652.08228, best error:      1553.33728 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.7043113708s, input_fired_time: 0.5252528191, output_fired_time: 0.4643511772, propagate_forward_time: 22.8825016022, propagate_backward_time: 34.3950576782, weight_update_time: 0.1144347712, other_time: 2.4371490479
epoch time: 5.0564174652s, input_fired_time: 0.0674703345, output_fired_time: 0.0000000000, propagate_forward_time: 4.5682511330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206957817
validation[          , genome  4227] predictions:    9501/  10000 (95.01%), best:    9546/10000 (95.46%), error:      1670.16394, best error:      1553.33728 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.5782089233s, input_fired_time: 0.5104883313, output_fired_time: 0.4486002922, propagate_forward_time: 22.0092124939, propagate_backward_time: 33.2967071533, weight_update_time: 0.1081714630, other_time: 2.3132019043
epoch time: 4.9397373199s, input_fired_time: 0.0657024160, output_fired_time: 0.0000000000, propagate_forward_time: 4.4656715393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083633423
validation[          , genome  4227] predictions:    9524/  10000 (95.24%), best:    9546/10000 (95.46%), error:      1663.82166, best error:      1553.33728 on epoch:    62, 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: 24.9690532684s, input_fired_time: 0.3271148503, output_fired_time: 0.0000000000, propagate_forward_time: 22.3986778259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2432613373
best training[          , genome  4227] predictions:   48453/  50000 (96.91%), best:    9546/10000 (95.46%), error:      5719.80566, best error:      1553.33728 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.1368908882s, input_fired_time: 0.0664903820, output_fired_time: 0.0000000000, propagate_forward_time: 4.6329426765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374580383
   testing[          , genome  4227] predictions:    9589/  10000 (95.89%), best:    9546/10000 (95.46%), error:      1450.13867, best error:      1553.33728 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:54:18 (4552): called boinc_finish(0)

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