Nameexact_genome_1512185335_37_9579_1
Workunit2566350
Created5 Dec 2017, 22:47:05 UTC
Sent5 Dec 2017, 23:02:39 UTC
Report deadline25 Dec 2017, 22:10:01 UTC
Received7 Dec 2017, 23:01:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time9 hours 57 min 10 sec
CPU time9 hours 57 min 3 sec
Validate stateValid
Credit4,990.86
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size161.13 MB
Peak swap size159.77 MB
Peak disk usage3.37 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 325.1077575684s, input_fired_time: 3.4093053341, output_fired_time: 3.2311282158, propagate_forward_time: 122.9910354614, propagate_backward_time: 191.1611785889, weight_update_time: 0.2987101376, other_time: 4.3151092529
epoch time: 25.7199039459s, input_fired_time: 0.4158062935, output_fired_time: 0.0000000000, propagate_forward_time: 24.5395832062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7645149231
validation[          , genome  9579] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       703.76697, best error:       607.26813 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 324.3594665527s, input_fired_time: 3.4745919704, output_fired_time: 3.2206993103, propagate_forward_time: 122.6083221436, propagate_backward_time: 190.5565490723, weight_update_time: 0.3119152486, other_time: 4.4993133545
epoch time: 25.7269496918s, input_fired_time: 0.4213221371, output_fired_time: 0.0000000000, propagate_forward_time: 24.5073795319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7982482910
validation[          , genome  9579] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       604.66364, best error:       604.66364 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 324.7547607422s, input_fired_time: 3.4671137333, output_fired_time: 3.2251427174, propagate_forward_time: 122.6603698730, propagate_backward_time: 190.9259490967, weight_update_time: 0.3131213784, other_time: 4.4762115479
epoch time: 25.7222995758s, input_fired_time: 0.4195767045, output_fired_time: 0.0000000000, propagate_forward_time: 24.5052528381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7974700928
validation[          , genome  9579] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       577.99786, best error:       577.99786 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 325.8456420898s, input_fired_time: 3.4732303619, output_fired_time: 3.2319712639, propagate_forward_time: 123.0218353271, propagate_backward_time: 191.6492919922, weight_update_time: 0.3172473013, other_time: 4.4693145752
epoch time: 25.8031711578s, input_fired_time: 0.4136616290, output_fired_time: 0.0000000000, propagate_forward_time: 24.6175327301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7719764709
validation[          , genome  9579] predictions:    9828/  10000 (98.28%), best:    9827/10000 (98.27%), error:       603.67377, best error:       577.99786 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 325.5027770996s, input_fired_time: 3.4143471718, output_fired_time: 3.2292976379, propagate_forward_time: 122.9594421387, propagate_backward_time: 191.5618438721, weight_update_time: 0.3161346912, other_time: 4.3378448486
epoch time: 25.7766132355s, input_fired_time: 0.4166576564, output_fired_time: 0.0000000000, propagate_forward_time: 24.5866985321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7732563019
validation[          , genome  9579] predictions:    9801/  10000 (98.01%), best:    9827/10000 (98.27%), error:       668.10126, best error:       577.99786 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 326.5654602051s, input_fired_time: 3.4205255508, output_fired_time: 3.2422051430, propagate_forward_time: 123.1803665161, propagate_backward_time: 192.3796234131, weight_update_time: 0.3235831857, other_time: 4.3427276611
epoch time: 25.8603477478s, input_fired_time: 0.4162015617, output_fired_time: 0.0000000000, propagate_forward_time: 24.6756095886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685375214
validation[          , genome  9579] predictions:    9809/  10000 (98.09%), best:    9827/10000 (98.27%), error:       634.98480, best error:       577.99786 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 326.8096923828s, input_fired_time: 3.4211652279, output_fired_time: 3.2400333881, propagate_forward_time: 123.1096649170, propagate_backward_time: 192.6620483398, weight_update_time: 0.3331726491, other_time: 4.3767852783
epoch time: 25.8056697845s, input_fired_time: 0.4155500531, output_fired_time: 0.0000000000, propagate_forward_time: 24.6200561523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7700634003
validation[          , genome  9579] predictions:    9815/  10000 (98.15%), best:    9827/10000 (98.27%), error:       592.72937, best error:       577.99786 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 325.0386962891s, input_fired_time: 3.4870998859, output_fired_time: 3.2188489437, propagate_forward_time: 122.4329605103, propagate_backward_time: 191.3538208008, weight_update_time: 0.3482378721, other_time: 4.5459899902
epoch time: 25.6191864014s, input_fired_time: 0.4218043387, output_fired_time: 0.0000000000, propagate_forward_time: 24.3935031891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8038787842
validation[          , genome  9579] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       576.04468, best error:       576.04468 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 327.5684204102s, input_fired_time: 3.4183247089, output_fired_time: 3.2456698418, propagate_forward_time: 123.3457336426, propagate_backward_time: 193.1808624268, weight_update_time: 0.3511492610, other_time: 4.3778228760
epoch time: 25.8423690796s, input_fired_time: 0.4176229835, output_fired_time: 0.0000000000, propagate_forward_time: 24.6528301239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7719154358
validation[          , genome  9579] predictions:    9769/  10000 (97.69%), best:    9839/10000 (98.39%), error:       720.69989, best error:       576.04468 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 327.3726806641s, input_fired_time: 3.4217264652, output_fired_time: 3.2464439869, propagate_forward_time: 123.2173690796, propagate_backward_time: 193.0995178223, weight_update_time: 0.3668566644, other_time: 4.3876342773
epoch time: 25.8742122650s, input_fired_time: 0.4172607064, output_fired_time: 0.0000000000, propagate_forward_time: 24.6865444183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7704067230
validation[          , genome  9579] predictions:    9813/  10000 (98.13%), best:    9839/10000 (98.39%), error:       586.74664, best error:       576.04468 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 326.0426635742s, input_fired_time: 3.4929881096, output_fired_time: 3.2299976349, propagate_forward_time: 122.6527099609, propagate_backward_time: 192.0919036865, weight_update_time: 0.3872735500, other_time: 4.5750579834
epoch time: 25.7927150726s, input_fired_time: 0.4209674895, output_fired_time: 0.0000000000, propagate_forward_time: 24.5704231262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8013248444
validation[          , genome  9579] predictions:    9768/  10000 (97.68%), best:    9839/10000 (98.39%), error:       737.68726, best error:       576.04468 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 326.4359741211s, input_fired_time: 3.4308681488, output_fired_time: 3.2252125740, propagate_forward_time: 122.8278503418, propagate_backward_time: 192.5244903564, weight_update_time: 0.3948655427, other_time: 4.4275360107
epoch time: 25.9098091125s, input_fired_time: 0.4268733859, output_fired_time: 0.0000000000, propagate_forward_time: 24.6880207062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7949142456
validation[          , genome  9579] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       514.76526, best error:       514.76526 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 326.3480224609s, input_fired_time: 3.4757866859, output_fired_time: 3.2187943459, propagate_forward_time: 122.7687759399, propagate_backward_time: 192.3103637695, weight_update_time: 0.4137246609, other_time: 4.5743103027
epoch time: 25.7400741577s, input_fired_time: 0.4236257076, output_fired_time: 0.0000000000, propagate_forward_time: 24.5195617676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7968864441
validation[          , genome  9579] predictions:    9811/  10000 (98.11%), best:    9839/10000 (98.39%), error:       558.47839, best error:       514.76526 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 326.3090515137s, input_fired_time: 3.4219892025, output_fired_time: 3.2231457233, propagate_forward_time: 122.7061920166, propagate_backward_time: 192.5109710693, weight_update_time: 0.4256315529, other_time: 4.4467468262
epoch time: 25.7404346466s, input_fired_time: 0.4167092144, output_fired_time: 0.0000000000, propagate_forward_time: 24.5566253662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7670993805
validation[          , genome  9579] predictions:    9813/  10000 (98.13%), best:    9839/10000 (98.39%), error:       628.70770, best error:       514.76526 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 326.0007629395s, input_fired_time: 3.4224812984, output_fired_time: 3.2181785107, propagate_forward_time: 122.6534194946, propagate_backward_time: 192.2566528320, weight_update_time: 0.4375426471, other_time: 4.4500427246
epoch time: 25.7348937988s, input_fired_time: 0.4187578559, output_fired_time: 0.0000000000, propagate_forward_time: 24.5483264923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7678089142
validation[          , genome  9579] predictions:    9818/  10000 (98.18%), best:    9839/10000 (98.39%), error:       587.43317, best error:       514.76526 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 326.6690063477s, input_fired_time: 3.5021755695, output_fired_time: 3.2293400764, propagate_forward_time: 122.6077728271, propagate_backward_time: 192.6723480225, weight_update_time: 0.4565871060, other_time: 4.6573791504
epoch time: 25.7960891724s, input_fired_time: 0.4227034152, output_fired_time: 0.0000000000, propagate_forward_time: 24.5776329041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7957534790
validation[          , genome  9579] predictions:    9821/  10000 (98.21%), best:    9839/10000 (98.39%), error:       556.47571, best error:       514.76526 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 326.5569152832s, input_fired_time: 3.4856152534, output_fired_time: 3.2232747078, propagate_forward_time: 122.5951461792, propagate_backward_time: 192.6116943359, weight_update_time: 0.4630083442, other_time: 4.6411743164
epoch time: 25.6422996521s, input_fired_time: 0.4225275218, output_fired_time: 0.0000000000, propagate_forward_time: 24.4196624756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8001098633
validation[          , genome  9579] predictions:    9824/  10000 (98.24%), best:    9839/10000 (98.39%), error:       582.01019, best error:       514.76526 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 325.7453308105s, input_fired_time: 3.5015547276, output_fired_time: 3.2166304588, propagate_forward_time: 122.2087860107, propagate_backward_time: 192.1421508789, weight_update_time: 0.4699422121, other_time: 4.6761932373
epoch time: 25.6868591309s, input_fired_time: 0.4239895344, output_fired_time: 0.0000000000, propagate_forward_time: 24.4672641754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7956047058
validation[          , genome  9579] predictions:    9827/  10000 (98.27%), best:    9839/10000 (98.39%), error:       551.63812, best error:       514.76526 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 328.7773742676s, input_fired_time: 3.4962720871, output_fired_time: 3.2485299110, propagate_forward_time: 123.3746795654, propagate_backward_time: 194.0483856201, weight_update_time: 0.4738117456, other_time: 4.6094970703
epoch time: 25.7912025452s, input_fired_time: 0.4170702100, output_fired_time: 0.0000000000, propagate_forward_time: 24.6033973694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7707347870
validation[          , genome  9579] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       497.63174, best error:       497.63174 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 326.9713439941s, input_fired_time: 3.5113961697, output_fired_time: 3.2195167542, propagate_forward_time: 122.7753906250, propagate_backward_time: 192.7962188721, weight_update_time: 0.4735550880, other_time: 4.6688385010
epoch time: 25.7271461487s, input_fired_time: 0.4264607131, output_fired_time: 0.0000000000, propagate_forward_time: 24.5046463013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7960395813
validation[          , genome  9579] predictions:    9835/  10000 (98.35%), best:    9841/10000 (98.41%), error:       504.25772, best error:       497.63174 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 326.9327697754s, input_fired_time: 3.5013310909, output_fired_time: 3.2246260643, propagate_forward_time: 122.5972137451, propagate_backward_time: 192.9343566895, weight_update_time: 0.4744317234, other_time: 4.6752166748
epoch time: 25.6856155396s, input_fired_time: 0.4259185493, output_fired_time: 0.0000000000, propagate_forward_time: 24.4686298370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7910671234
validation[          , genome  9579] predictions:    9802/  10000 (98.02%), best:    9841/10000 (98.41%), error:       597.66559, best error:       497.63174 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 327.0586547852s, input_fired_time: 3.4323046207, output_fired_time: 3.2295734882, propagate_forward_time: 122.8007888794, propagate_backward_time: 193.0871887207, weight_update_time: 0.4637236893, other_time: 4.5087890625
epoch time: 25.7394866943s, input_fired_time: 0.4252438247, output_fired_time: 0.0000000000, propagate_forward_time: 24.5189990997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7952442169
validation[          , genome  9579] predictions:    9819/  10000 (98.19%), best:    9841/10000 (98.41%), error:       542.59741, best error:       497.63174 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 328.8674621582s, input_fired_time: 3.5131120682, output_fired_time: 3.2447686195, propagate_forward_time: 123.2728195190, propagate_backward_time: 194.1825103760, weight_update_time: 0.4743017256, other_time: 4.6542205811
epoch time: 25.8866539001s, input_fired_time: 0.4253235459, output_fired_time: 0.0000000000, propagate_forward_time: 24.6659126282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7954177856
validation[          , genome  9579] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       483.97449, best error:       483.97449 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 327.7817077637s, input_fired_time: 3.4273829460, output_fired_time: 3.2320351601, propagate_forward_time: 122.8919219971, propagate_backward_time: 193.7394714355, weight_update_time: 0.4670840502, other_time: 4.4909210205
epoch time: 25.8508682251s, input_fired_time: 0.4183217585, output_fired_time: 0.0000000000, propagate_forward_time: 24.6599788666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7725677490
validation[          , genome  9579] predictions:    9834/  10000 (98.34%), best:    9850/10000 (98.50%), error:       521.60083, best error:       483.97449 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 328.7006835938s, input_fired_time: 3.4394059181, output_fired_time: 3.2468655109, propagate_forward_time: 123.2612457275, propagate_backward_time: 194.2673492432, weight_update_time: 0.4683742523, other_time: 4.4858398438
epoch time: 25.8308181763s, input_fired_time: 0.4217761159, output_fired_time: 0.0000000000, propagate_forward_time: 24.6402072906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7688350677
validation[          , genome  9579] predictions:    9818/  10000 (98.18%), best:    9850/10000 (98.50%), error:       586.94952, best error:       483.97449 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 328.2903747559s, input_fired_time: 3.4866786003, output_fired_time: 3.2368838787, propagate_forward_time: 123.0894851685, propagate_backward_time: 193.8815460205, weight_update_time: 0.4715677500, other_time: 4.5958099365
epoch time: 25.7768516541s, input_fired_time: 0.4247363508, output_fired_time: 0.0000000000, propagate_forward_time: 24.5500240326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8020915985
validation[          , genome  9579] predictions:    9815/  10000 (98.15%), best:    9850/10000 (98.50%), error:       565.42358, best error:       483.97449 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 328.4215393066s, input_fired_time: 3.5084364414, output_fired_time: 3.2413582802, propagate_forward_time: 123.1324386597, propagate_backward_time: 193.8860321045, weight_update_time: 0.4753032327, other_time: 4.6532745361
epoch time: 25.9179344177s, input_fired_time: 0.4307062030, output_fired_time: 0.0000000000, propagate_forward_time: 24.6936225891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7936058044
validation[          , genome  9579] predictions:    9826/  10000 (98.26%), best:    9850/10000 (98.50%), error:       536.33429, best error:       483.97449 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 327.8508911133s, input_fired_time: 3.4292891026, output_fired_time: 3.2251839638, propagate_forward_time: 123.0226898193, propagate_backward_time: 193.6803741455, weight_update_time: 0.4665588439, other_time: 4.4933471680
epoch time: 25.7169494629s, input_fired_time: 0.4214911461, output_fired_time: 0.0000000000, propagate_forward_time: 24.5244102478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7710475922
validation[          , genome  9579] predictions:    9820/  10000 (98.20%), best:    9850/10000 (98.50%), error:       571.24896, best error:       483.97449 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 327.0676879883s, input_fired_time: 3.4929327965, output_fired_time: 3.2265317440, propagate_forward_time: 122.6731719971, propagate_backward_time: 193.0560302734, weight_update_time: 0.4703138471, other_time: 4.6190338135
epoch time: 25.8513526917s, input_fired_time: 0.4286028445, output_fired_time: 0.0000000000, propagate_forward_time: 24.6258792877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7968711853
validation[          , genome  9579] predictions:    9853/  10000 (98.53%), best:    9850/10000 (98.50%), error:       494.23288, best error:       483.97449 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 327.8034362793s, input_fired_time: 3.4427769184, output_fired_time: 3.2357382774, propagate_forward_time: 123.0010375977, propagate_backward_time: 193.6325073242, weight_update_time: 0.4672858417, other_time: 4.4913635254
epoch time: 25.6774673462s, input_fired_time: 0.4197750986, output_fired_time: 0.0000000000, propagate_forward_time: 24.4858646393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7718276978
validation[          , genome  9579] predictions:    9812/  10000 (98.12%), best:    9850/10000 (98.50%), error:       627.61414, best error:       483.97449 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 327.3576965332s, input_fired_time: 3.4448938370, output_fired_time: 3.2192759514, propagate_forward_time: 122.8646240234, propagate_backward_time: 193.3229827881, weight_update_time: 0.4692811072, other_time: 4.5059356689
epoch time: 25.6520690918s, input_fired_time: 0.4199701250, output_fired_time: 0.0000000000, propagate_forward_time: 24.4639034271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7681961060
validation[          , genome  9579] predictions:    9835/  10000 (98.35%), best:    9850/10000 (98.50%), error:       524.35803, best error:       483.97449 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 328.2071228027s, input_fired_time: 3.5149507523, output_fired_time: 3.2432823181, propagate_forward_time: 122.8607864380, propagate_backward_time: 193.9313049316, weight_update_time: 0.4783857465, other_time: 4.6567993164
epoch time: 25.7872829437s, input_fired_time: 0.4299087822, output_fired_time: 0.0000000000, propagate_forward_time: 24.5579128265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7994613647
validation[          , genome  9579] predictions:    9844/  10000 (98.44%), best:    9850/10000 (98.50%), error:       490.63174, best error:       483.97449 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 328.4966430664s, input_fired_time: 3.4458684921, output_fired_time: 3.2505288124, propagate_forward_time: 122.9646606445, propagate_backward_time: 194.3580627441, weight_update_time: 0.4656960666, other_time: 4.4775390625
epoch time: 25.8023910522s, input_fired_time: 0.4199094772, output_fired_time: 0.0000000000, propagate_forward_time: 24.6157417297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7667388916
validation[          , genome  9579] predictions:    9792/  10000 (97.92%), best:    9850/10000 (98.50%), error:       671.86346, best error:       483.97449 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 328.6459045410s, input_fired_time: 3.4455189705, output_fired_time: 3.2436032295, propagate_forward_time: 123.2232971191, propagate_backward_time: 194.2431335449, weight_update_time: 0.4701995552, other_time: 4.4903564453
epoch time: 25.8781166077s, input_fired_time: 0.4224856794, output_fired_time: 0.0000000000, propagate_forward_time: 24.6842403412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7713909149
validation[          , genome  9579] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       468.51135, best error:       468.51135 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 329.1241149902s, input_fired_time: 3.4690186977, output_fired_time: 3.2478423119, propagate_forward_time: 123.3283538818, propagate_backward_time: 194.5404968262, weight_update_time: 0.4693026245, other_time: 4.5384063721
epoch time: 25.9488315582s, input_fired_time: 0.4328064620, output_fired_time: 0.0000000000, propagate_forward_time: 24.7194843292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7965412140
validation[          , genome  9579] predictions:    9855/  10000 (98.55%), best:    9845/10000 (98.45%), error:       481.19022, best error:       468.51135 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 328.4852294922s, input_fired_time: 3.4453642368, output_fired_time: 3.2311439514, propagate_forward_time: 123.1123046875, propagate_backward_time: 194.1923065186, weight_update_time: 0.4665192366, other_time: 4.5041046143
epoch time: 25.8952751160s, input_fired_time: 0.4216808081, output_fired_time: 0.0000000000, propagate_forward_time: 24.6994380951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7741565704
validation[          , genome  9579] predictions:    9836/  10000 (98.36%), best:    9845/10000 (98.45%), error:       510.60004, best error:       468.51135 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 329.2288513184s, input_fired_time: 3.4508085251, output_fired_time: 3.2427692413, propagate_forward_time: 123.4571838379, propagate_backward_time: 194.5679626465, weight_update_time: 0.4675697386, other_time: 4.5101318359
epoch time: 25.8120555878s, input_fired_time: 0.4215032756, output_fired_time: 0.0000000000, propagate_forward_time: 24.6219177246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7686347961
validation[          , genome  9579] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       467.34247, best error:       467.34247 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 328.6445007324s, input_fired_time: 3.5294604301, output_fired_time: 3.2406823635, propagate_forward_time: 123.1049804688, propagate_backward_time: 194.1122589111, weight_update_time: 0.4753707945, other_time: 4.6571197510
epoch time: 25.8604946136s, input_fired_time: 0.4288740754, output_fired_time: 0.0000000000, propagate_forward_time: 24.6372394562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7943801880
validation[          , genome  9579] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       499.94861, best error:       467.34247 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 328.1625976563s, input_fired_time: 3.4491667747, output_fired_time: 3.2367646694, propagate_forward_time: 122.9531478882, propagate_backward_time: 194.0395202637, weight_update_time: 0.4681387246, other_time: 4.4840087891
epoch time: 25.7688350677s, input_fired_time: 0.4240789413, output_fired_time: 0.0000000000, propagate_forward_time: 24.5743484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7704086304
validation[          , genome  9579] predictions:    9847/  10000 (98.47%), best:    9860/10000 (98.60%), error:       496.47992, best error:       467.34247 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 327.1467285156s, input_fired_time: 3.5181970596, output_fired_time: 3.2272145748, propagate_forward_time: 122.4998931885, propagate_backward_time: 193.2306213379, weight_update_time: 0.4733702838, other_time: 4.6708221436
epoch time: 25.7035350800s, input_fired_time: 0.4297021329, output_fired_time: 0.0000000000, propagate_forward_time: 24.4781723022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7956600189
validation[          , genome  9579] predictions:    9838/  10000 (98.38%), best:    9860/10000 (98.60%), error:       482.90411, best error:       467.34247 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 327.1830749512s, input_fired_time: 3.5228569508, output_fired_time: 3.2256741524, propagate_forward_time: 122.5504684448, propagate_backward_time: 193.2288513184, weight_update_time: 0.4755325019, other_time: 4.6552124023
epoch time: 25.8017578125s, input_fired_time: 0.4256200492, output_fired_time: 0.0000000000, propagate_forward_time: 24.6022052765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7739334106
validation[          , genome  9579] predictions:    9817/  10000 (98.17%), best:    9860/10000 (98.60%), error:       587.11676, best error:       467.34247 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 328.6383666992s, input_fired_time: 3.4724683762, output_fired_time: 3.2426106930, propagate_forward_time: 123.1170959473, propagate_backward_time: 194.2746734619, weight_update_time: 0.4691744745, other_time: 4.5315093994
epoch time: 25.8942604065s, input_fired_time: 0.4255757034, output_fired_time: 0.0000000000, propagate_forward_time: 24.7024478912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7662372589
validation[          , genome  9579] predictions:    9832/  10000 (98.32%), best:    9860/10000 (98.60%), error:       512.12561, best error:       467.34247 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 329.2378540039s, input_fired_time: 3.4480214119, output_fired_time: 3.2460374832, propagate_forward_time: 123.2929687500, propagate_backward_time: 194.7839813232, weight_update_time: 0.4674774408, other_time: 4.4668426514
epoch time: 25.7409934998s, input_fired_time: 0.4233177006, output_fired_time: 0.0000000000, propagate_forward_time: 24.5491104126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685661316
validation[          , genome  9579] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       473.47775, best error:       467.34247 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 330.5656127930s, input_fired_time: 3.5529947281, output_fired_time: 3.2519295216, propagate_forward_time: 123.7529220581, propagate_backward_time: 195.3087310791, weight_update_time: 0.4771641493, other_time: 4.6990203857
epoch time: 25.9189109802s, input_fired_time: 0.4335749745, output_fired_time: 0.0000000000, propagate_forward_time: 24.6886634827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7966728210
validation[          , genome  9579] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       428.42365, best error:       428.42365 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 328.7516174316s, input_fired_time: 3.5376837254, output_fired_time: 3.2384922504, propagate_forward_time: 123.0680618286, propagate_backward_time: 194.2337951660, weight_update_time: 0.4764072597, other_time: 4.6735839844
epoch time: 25.6942768097s, input_fired_time: 0.4297660589, output_fired_time: 0.0000000000, propagate_forward_time: 24.4655227661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7989883423
validation[          , genome  9579] predictions:    9834/  10000 (98.34%), best:    9868/10000 (98.68%), error:       545.03369, best error:       428.42365 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 329.1289672852s, input_fired_time: 3.5287504196, output_fired_time: 3.2464194298, propagate_forward_time: 123.2644195557, propagate_backward_time: 194.4107513428, weight_update_time: 0.4770446420, other_time: 4.6786193848
epoch time: 25.9314956665s, input_fired_time: 0.4299743474, output_fired_time: 0.0000000000, propagate_forward_time: 24.7024974823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7990245819
validation[          , genome  9579] predictions:    9823/  10000 (98.23%), best:    9868/10000 (98.68%), error:       530.93915, best error:       428.42365 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 328.0511169434s, input_fired_time: 3.4970011711, output_fired_time: 3.2304818630, propagate_forward_time: 122.8756408691, propagate_backward_time: 193.8662719727, weight_update_time: 0.4724881649, other_time: 4.5817260742
epoch time: 25.7553081512s, input_fired_time: 0.4290778637, output_fired_time: 0.0000000000, propagate_forward_time: 24.5292148590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7970161438
validation[          , genome  9579] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       496.22418, best error:       428.42365 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 327.1686401367s, input_fired_time: 3.4603459835, output_fired_time: 3.2243697643, propagate_forward_time: 122.6392822266, propagate_backward_time: 193.3583221436, weight_update_time: 0.4652550220, other_time: 4.4863128662
epoch time: 25.7995529175s, input_fired_time: 0.4227056205, output_fired_time: 0.0000000000, propagate_forward_time: 24.6095428467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7673053741
validation[          , genome  9579] predictions:    9863/  10000 (98.63%), best:    9868/10000 (98.68%), error:       471.75076, best error:       428.42365 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 329.3953552246s, input_fired_time: 3.5099630356, output_fired_time: 3.2503337860, propagate_forward_time: 123.1975479126, propagate_backward_time: 194.8219909668, weight_update_time: 0.4751737714, other_time: 4.6155395508
epoch time: 25.8563461304s, input_fired_time: 0.4279139638, output_fired_time: 0.0000000000, propagate_forward_time: 24.6506996155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7777328491
validation[          , genome  9579] predictions:    9839/  10000 (98.39%), best:    9868/10000 (98.68%), error:       481.72174, best error:       428.42365 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 327.2422790527s, input_fired_time: 3.5252749920, output_fired_time: 3.2273728848, propagate_forward_time: 122.5207595825, propagate_backward_time: 193.3219909668, weight_update_time: 0.4713530838, other_time: 4.6468811035
epoch time: 25.7802734375s, input_fired_time: 0.4315024018, output_fired_time: 0.0000000000, propagate_forward_time: 24.5507354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7980346680
validation[          , genome  9579] predictions:    9828/  10000 (98.28%), best:    9868/10000 (98.68%), error:       549.20892, best error:       428.42365 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 328.9145812988s, input_fired_time: 3.4577317238, output_fired_time: 3.2436997890, propagate_forward_time: 123.2596664429, propagate_backward_time: 194.4530792236, weight_update_time: 0.4672816396, other_time: 4.5003814697
epoch time: 25.8496932983s, input_fired_time: 0.4231601059, output_fired_time: 0.0000000000, propagate_forward_time: 24.6558914185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7706413269
validation[          , genome  9579] predictions:    9812/  10000 (98.12%), best:    9868/10000 (98.68%), error:       606.04919, best error:       428.42365 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 329.7678527832s, input_fired_time: 3.5458953381, output_fired_time: 3.2581894398, propagate_forward_time: 123.3926544189, propagate_backward_time: 194.9218139648, weight_update_time: 0.4760990739, other_time: 4.6493072510
epoch time: 25.9058151245s, input_fired_time: 0.4315771759, output_fired_time: 0.0000000000, propagate_forward_time: 24.6753883362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7988491058
validation[          , genome  9579] predictions:    9836/  10000 (98.36%), best:    9868/10000 (98.68%), error:       496.33771, best error:       428.42365 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 327.4525756836s, input_fired_time: 3.4504227638, output_fired_time: 3.2206184864, propagate_forward_time: 122.6645126343, propagate_backward_time: 193.6215362549, weight_update_time: 0.4669893980, other_time: 4.4954986572
epoch time: 25.6760635376s, input_fired_time: 0.4245287180, output_fired_time: 0.0000000000, propagate_forward_time: 24.4819278717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7696075439
validation[          , genome  9579] predictions:    9840/  10000 (98.40%), best:    9868/10000 (98.68%), error:       502.73657, best error:       428.42365 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 328.8610839844s, input_fired_time: 3.5391478539, output_fired_time: 3.2398939133, propagate_forward_time: 123.0804519653, propagate_backward_time: 194.3491973877, weight_update_time: 0.4747991264, other_time: 4.6523895264
epoch time: 25.7542114258s, input_fired_time: 0.4244515002, output_fired_time: 0.0000000000, propagate_forward_time: 24.5613346100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7684249878
validation[          , genome  9579] predictions:    9844/  10000 (98.44%), best:    9868/10000 (98.68%), error:       502.10583, best error:       428.42365 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 329.0408325195s, input_fired_time: 3.5278267860, output_fired_time: 3.2486987114, propagate_forward_time: 123.1042480469, propagate_backward_time: 194.5207977295, weight_update_time: 0.4736885726, other_time: 4.6392669678
epoch time: 25.7067146301s, input_fired_time: 0.4243677557, output_fired_time: 0.0000000000, propagate_forward_time: 24.5135498047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7687969208
validation[          , genome  9579] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       478.63422, best error:       428.42365 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 328.6569824219s, input_fired_time: 3.4629278183, output_fired_time: 3.2393109798, propagate_forward_time: 123.1271591187, propagate_backward_time: 194.3377685547, weight_update_time: 0.4656376541, other_time: 4.4898071289
epoch time: 25.8387069702s, input_fired_time: 0.4238184094, output_fired_time: 0.0000000000, propagate_forward_time: 24.6428737640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7720146179
validation[          , genome  9579] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       488.52649, best error:       428.42365 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 327.7375793457s, input_fired_time: 3.4567556381, output_fired_time: 3.2316401005, propagate_forward_time: 122.7649917603, propagate_backward_time: 193.8033447266, weight_update_time: 0.4655877948, other_time: 4.4808654785
epoch time: 25.5909519196s, input_fired_time: 0.4227406085, output_fired_time: 0.0000000000, propagate_forward_time: 24.3994159698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7687950134
validation[          , genome  9579] predictions:    9836/  10000 (98.36%), best:    9868/10000 (98.68%), error:       519.49298, best error:       428.42365 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 327.5969848633s, input_fired_time: 3.4607350826, output_fired_time: 3.2242443562, propagate_forward_time: 122.8094787598, propagate_backward_time: 193.6092376709, weight_update_time: 0.4644904137, other_time: 4.4933013916
epoch time: 25.5956745148s, input_fired_time: 0.4225266576, output_fired_time: 0.0000000000, propagate_forward_time: 24.4019031525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7712440491
validation[          , genome  9579] predictions:    9839/  10000 (98.39%), best:    9868/10000 (98.68%), error:       504.66626, best error:       428.42365 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 329.0367126465s, input_fired_time: 3.4653296471, output_fired_time: 3.2419972420, propagate_forward_time: 123.2526092529, propagate_backward_time: 194.5895080566, weight_update_time: 0.4684461355, other_time: 4.4872589111
epoch time: 25.7387104034s, input_fired_time: 0.4247307777, output_fired_time: 0.0000000000, propagate_forward_time: 24.5444316864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7695484161
validation[          , genome  9579] predictions:    9804/  10000 (98.04%), best:    9868/10000 (98.68%), error:       611.13312, best error:       428.42365 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 329.0428771973s, input_fired_time: 3.5447909832, output_fired_time: 3.2392702103, propagate_forward_time: 122.9776306152, propagate_backward_time: 194.6082611084, weight_update_time: 0.4756792188, other_time: 4.6729278564
epoch time: 25.8797378540s, input_fired_time: 0.4318163991, output_fired_time: 0.0000000000, propagate_forward_time: 24.6527633667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7951583862
validation[          , genome  9579] predictions:    9836/  10000 (98.36%), best:    9868/10000 (98.68%), error:       481.68610, best error:       428.42365 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 327.9216308594s, input_fired_time: 3.4700632095, output_fired_time: 3.2355148792, propagate_forward_time: 122.8464889526, propagate_backward_time: 193.9005279541, weight_update_time: 0.4642427862, other_time: 4.4690399170
epoch time: 25.7518901825s, input_fired_time: 0.4240878820, output_fired_time: 0.0000000000, propagate_forward_time: 24.5605106354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672920227
validation[          , genome  9579] predictions:    9798/  10000 (97.98%), best:    9868/10000 (98.68%), error:       650.67828, best error:       428.42365 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 327.6529541016s, input_fired_time: 3.4611546993, output_fired_time: 3.2255914211, propagate_forward_time: 122.7582321167, propagate_backward_time: 193.7214813232, weight_update_time: 0.4647982419, other_time: 4.4864959717
epoch time: 25.7327480316s, input_fired_time: 0.4260660112, output_fired_time: 0.0000000000, propagate_forward_time: 24.5391654968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7675170898
validation[          , genome  9579] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       486.38837, best error:       428.42365 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 327.4930114746s, input_fired_time: 3.5278677940, output_fired_time: 3.2300682068, propagate_forward_time: 122.3714752197, propagate_backward_time: 193.6813049316, weight_update_time: 0.4776554108, other_time: 4.6822967529
epoch time: 25.7463150024s, input_fired_time: 0.4331946969, output_fired_time: 0.0000000000, propagate_forward_time: 24.5162944794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7968254089
validation[          , genome  9579] predictions:    9840/  10000 (98.40%), best:    9868/10000 (98.68%), error:       537.30347, best error:       428.42365 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 329.0325317383s, input_fired_time: 3.5535902977, output_fired_time: 3.2508516312, propagate_forward_time: 123.0984268188, propagate_backward_time: 194.4653778076, weight_update_time: 0.4775364697, other_time: 4.6642913818
epoch time: 25.7805862427s, input_fired_time: 0.4342636168, output_fired_time: 0.0000000000, propagate_forward_time: 24.5391998291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8071231842
validation[          , genome  9579] predictions:    9831/  10000 (98.31%), best:    9868/10000 (98.68%), error:       529.91779, best error:       428.42365 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 328.5281372070s, input_fired_time: 3.5339860916, output_fired_time: 3.2383880615, propagate_forward_time: 122.9088134766, propagate_backward_time: 194.1792907715, weight_update_time: 0.4738707244, other_time: 4.6676330566
epoch time: 25.9315643311s, input_fired_time: 0.4357791543, output_fired_time: 0.0000000000, propagate_forward_time: 24.6988811493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7969036102
validation[          , genome  9579] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       454.21838, best error:       428.42365 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 328.2607116699s, input_fired_time: 3.4733805656, output_fired_time: 3.2322363853, propagate_forward_time: 122.8751754761, propagate_backward_time: 194.1869049072, weight_update_time: 0.4666817188, other_time: 4.4929962158
epoch time: 25.9471073151s, input_fired_time: 0.4355775714, output_fired_time: 0.0000000000, propagate_forward_time: 24.7129306793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7985992432
validation[          , genome  9579] predictions:    9863/  10000 (98.63%), best:    9868/10000 (98.68%), error:       484.67972, best error:       428.42365 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 326.8647155762s, input_fired_time: 3.4595208168, output_fired_time: 3.2111475468, propagate_forward_time: 122.4420623779, propagate_backward_time: 193.2684020996, weight_update_time: 0.4663589597, other_time: 4.4835662842
epoch time: 25.6912918091s, input_fired_time: 0.4272572994, output_fired_time: 0.0000000000, propagate_forward_time: 24.4989414215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7650928497
validation[          , genome  9579] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       461.55792, best error:       428.42365 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 327.9082336426s, input_fired_time: 3.5495343208, output_fired_time: 3.2372248173, propagate_forward_time: 122.8210372925, propagate_backward_time: 193.6407012939, weight_update_time: 0.4762857556, other_time: 4.6597442627
epoch time: 25.7746601105s, input_fired_time: 0.4343664944, output_fired_time: 0.0000000000, propagate_forward_time: 24.5442390442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7960548401
validation[          , genome  9579] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       449.68979, best error:       428.42365 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 329.1548767090s, input_fired_time: 3.4746458530, output_fired_time: 3.2439239025, propagate_forward_time: 123.2507629395, propagate_backward_time: 194.7108306885, weight_update_time: 0.4674549997, other_time: 4.4747161865
epoch time: 25.8243064880s, input_fired_time: 0.4268422127, output_fired_time: 0.0000000000, propagate_forward_time: 24.6302700043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7671947479
validation[          , genome  9579] predictions:    9851/  10000 (98.51%), best:    9868/10000 (98.68%), error:       451.70996, best error:       428.42365 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 328.8067932129s, input_fired_time: 3.4745237827, output_fired_time: 3.2398562431, propagate_forward_time: 123.0412063599, propagate_backward_time: 194.5706787109, weight_update_time: 0.4671407938, other_time: 4.4805297852
epoch time: 25.8115711212s, input_fired_time: 0.4262625277, output_fired_time: 0.0000000000, propagate_forward_time: 24.6184940338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7668151855
validation[          , genome  9579] predictions:    9867/  10000 (98.67%), best:    9868/10000 (98.68%), error:       433.27261, best error:       428.42365 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 329.0119628906s, input_fired_time: 3.5701115131, output_fired_time: 3.2423481941, propagate_forward_time: 123.7889175415, propagate_backward_time: 193.7313079834, weight_update_time: 0.4770863354, other_time: 4.6793060303
epoch time: 25.8458232880s, input_fired_time: 0.4332896769, output_fired_time: 0.0000000000, propagate_forward_time: 24.6144104004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7981224060
validation[          , genome  9579] predictions:    9838/  10000 (98.38%), best:    9868/10000 (98.68%), error:       476.93698, best error:       428.42365 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 329.7890319824s, input_fired_time: 3.5617167950, output_fired_time: 3.2518429756, propagate_forward_time: 123.4650497437, propagate_backward_time: 194.8394775391, weight_update_time: 0.4759153426, other_time: 4.6709594727
epoch time: 25.9807910919s, input_fired_time: 0.4357135296, output_fired_time: 0.0000000000, propagate_forward_time: 24.7453823090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7996959686
validation[          , genome  9579] predictions:    9854/  10000 (98.54%), best:    9868/10000 (98.68%), error:       479.33060, best error:       428.42365 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 327.1828918457s, input_fired_time: 3.5427813530, output_fired_time: 3.2168173790, propagate_forward_time: 122.4255752563, propagate_backward_time: 193.3350219727, weight_update_time: 0.4724824131, other_time: 4.6626892090
epoch time: 25.7908325195s, input_fired_time: 0.4351604581, output_fired_time: 0.0000000000, propagate_forward_time: 24.5638999939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7917728424
validation[          , genome  9579] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       452.36169, best error:       428.42365 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 328.5189819336s, input_fired_time: 3.4628553391, output_fired_time: 3.2330293655, propagate_forward_time: 123.0446395874, propagate_backward_time: 194.2919311523, weight_update_time: 0.4655642807, other_time: 4.4865112305
epoch time: 25.8741302490s, input_fired_time: 0.4265948534, output_fired_time: 0.0000000000, propagate_forward_time: 24.6763324738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7712020874
validation[          , genome  9579] predictions:    9866/  10000 (98.66%), best:    9868/10000 (98.68%), error:       453.30307, best error:       428.42365 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 329.6016540527s, input_fired_time: 3.5543048382, output_fired_time: 3.2468051910, propagate_forward_time: 123.3894119263, propagate_backward_time: 194.7362518311, weight_update_time: 0.4754140079, other_time: 4.6749114990
epoch time: 25.9447574615s, input_fired_time: 0.4357188046, output_fired_time: 0.0000000000, propagate_forward_time: 24.7131099701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7959289551
validation[          , genome  9579] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       473.73767, best error:       428.42365 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 327.3243408203s, input_fired_time: 3.4720807076, output_fired_time: 3.2220978737, propagate_forward_time: 122.7184524536, propagate_backward_time: 193.4052429199, weight_update_time: 0.4701080918, other_time: 4.5064697266
epoch time: 25.8448295593s, input_fired_time: 0.4285790622, output_fired_time: 0.0000000000, propagate_forward_time: 24.6438388824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7724113464
validation[          , genome  9579] predictions:    9855/  10000 (98.55%), best:    9868/10000 (98.68%), error:       460.59811, best error:       428.42365 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 327.5956726074s, input_fired_time: 3.4771735668, output_fired_time: 3.2179777622, propagate_forward_time: 122.7834548950, propagate_backward_time: 193.6279449463, weight_update_time: 0.4675983787, other_time: 4.4891204834
epoch time: 25.8486785889s, input_fired_time: 0.4266658425, output_fired_time: 0.0000000000, propagate_forward_time: 24.6531944275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7688179016
validation[          , genome  9579] predictions:    9860/  10000 (98.60%), best:    9868/10000 (98.68%), error:       462.92569, best error:       428.42365 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 329.6330261230s, input_fired_time: 3.5633058548, output_fired_time: 3.2472226620, propagate_forward_time: 123.3201828003, propagate_backward_time: 194.8291473389, weight_update_time: 0.4759814441, other_time: 4.6731719971
epoch time: 25.8817844391s, input_fired_time: 0.4368046224, output_fired_time: 0.0000000000, propagate_forward_time: 24.6475028992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7974777222
validation[          , genome  9579] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       472.70868, best error:       428.42365 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 330.2464904785s, input_fired_time: 3.5560700893, output_fired_time: 3.2477135658, propagate_forward_time: 123.3513031006, propagate_backward_time: 195.4269256592, weight_update_time: 0.4771583080, other_time: 4.6644897461
epoch time: 25.9759140015s, input_fired_time: 0.4355851412, output_fired_time: 0.0000000000, propagate_forward_time: 24.7400875092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8002414703
validation[          , genome  9579] predictions:    9845/  10000 (98.45%), best:    9868/10000 (98.68%), error:       515.27740, best error:       428.42365 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 327.4831542969s, input_fired_time: 3.5600347519, output_fired_time: 3.2195458412, propagate_forward_time: 122.6490859985, propagate_backward_time: 193.3706817627, weight_update_time: 0.4766499400, other_time: 4.6838226318
epoch time: 25.7643680573s, input_fired_time: 0.4352512360, output_fired_time: 0.0000000000, propagate_forward_time: 24.5322284698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7968883514
validation[          , genome  9579] predictions:    9852/  10000 (98.52%), best:    9868/10000 (98.68%), error:       462.26544, best error:       428.42365 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 329.5035095215s, input_fired_time: 3.4845709801, output_fired_time: 3.2515869141, propagate_forward_time: 123.3996047974, propagate_backward_time: 194.8760070801, weight_update_time: 0.4674854875, other_time: 4.4917602539
epoch time: 25.8701305389s, input_fired_time: 0.4294840097, output_fired_time: 0.0000000000, propagate_forward_time: 24.6713523865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692947388
validation[          , genome  9579] predictions:    9838/  10000 (98.38%), best:    9868/10000 (98.68%), error:       508.82394, best error:       428.42365 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 327.3796386719s, input_fired_time: 3.4785006046, output_fired_time: 3.2257688046, propagate_forward_time: 122.7401962280, propagate_backward_time: 193.4530944824, weight_update_time: 0.4657172263, other_time: 4.4820556641
epoch time: 25.6846179962s, input_fired_time: 0.4285020828, output_fired_time: 0.0000000000, propagate_forward_time: 24.4908351898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7652797699
validation[          , genome  9579] predictions:    9854/  10000 (98.54%), best:    9868/10000 (98.68%), error:       480.05502, best error:       428.42365 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 328.9306640625s, input_fired_time: 3.5403347015, output_fired_time: 3.2593693733, propagate_forward_time: 123.0629425049, propagate_backward_time: 194.4271697998, weight_update_time: 0.4744720161, other_time: 4.6408386230
epoch time: 25.8743953705s, input_fired_time: 0.4368341863, output_fired_time: 0.0000000000, propagate_forward_time: 24.6401290894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7974319458
validation[          , genome  9579] predictions:    9851/  10000 (98.51%), best:    9868/10000 (98.68%), error:       475.72607, best error:       428.42365 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 328.1496582031s, input_fired_time: 3.4788892269, output_fired_time: 3.2331151962, propagate_forward_time: 123.0795440674, propagate_backward_time: 193.8698730469, weight_update_time: 0.4665968120, other_time: 4.4882354736
epoch time: 25.8299083710s, input_fired_time: 0.4284875691, output_fired_time: 0.0000000000, propagate_forward_time: 24.6341209412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672996521
validation[          , genome  9579] predictions:    9845/  10000 (98.45%), best:    9868/10000 (98.68%), error:       500.89581, best error:       428.42365 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 327.8277282715s, input_fired_time: 3.4798219204, output_fired_time: 3.2371456623, propagate_forward_time: 122.8273773193, propagate_backward_time: 193.8079833984, weight_update_time: 0.4661416113, other_time: 4.4753875732
epoch time: 25.9000663757s, input_fired_time: 0.4280759692, output_fired_time: 0.0000000000, propagate_forward_time: 24.7024593353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7695312500
validation[          , genome  9579] predictions:    9854/  10000 (98.54%), best:    9868/10000 (98.68%), error:       467.99896, best error:       428.42365 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 328.0202941895s, input_fired_time: 3.5558767319, output_fired_time: 3.2258474827, propagate_forward_time: 122.8091201782, propagate_backward_time: 193.7613220215, weight_update_time: 0.4754571617, other_time: 4.6681213379
epoch time: 25.7461833954s, input_fired_time: 0.4354860485, output_fired_time: 0.0000000000, propagate_forward_time: 24.5143260956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7963714600
validation[          , genome  9579] predictions:    9862/  10000 (98.62%), best:    9868/10000 (98.68%), error:       455.99414, best error:       428.42365 on epoch:    58, 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: 129.7631072998s, input_fired_time: 2.1590580940, output_fired_time: 0.0000000000, propagate_forward_time: 123.5732803345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0307693481
best training[          , genome  9579] predictions:   49871/  50000 (99.74%), best:    9868/10000 (98.68%), error:       617.99829, best error:       428.42365 on epoch:    58, 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: 25.9643020630s, input_fired_time: 0.4304032922, output_fired_time: 0.0000000000, propagate_forward_time: 24.7396907806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7942085266
   testing[          , genome  9579] predictions:    9871/  10000 (98.71%), best:    9868/10000 (98.68%), error:       413.22882, best error:       428.42365 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:38:54 (3596): called boinc_finish(0)

</stderr_txt>
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