Nameexact_genome_1512568488_43_5823_1
Workunit2600369
Created7 Dec 2017, 16:33:57 UTC
Sent7 Dec 2017, 16:38:33 UTC
Report deadline16 Dec 2017, 3:42:54 UTC
Received9 Dec 2017, 3:02:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 14 min 14 sec
CPU time4 hours 13 min 47 sec
Validate stateValid
Credit2,115.34
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.48 MB
Peak swap size158.05 MB
Peak disk usage2.02 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
), error:       971.43060, best error:       887.47601 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.5200500488s, input_fired_time: 1.4420641661, output_fired_time: 1.3704783916, propagate_forward_time: 53.1248855591, propagate_backward_time: 80.4448013306, weight_update_time: 0.1728495657, other_time: 3.1378173828
epoch time: 11.2578563690s, input_fired_time: 0.1753088534, output_fired_time: 0.0000000000, propagate_forward_time: 10.5365142822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460329056
validation[          , genome  5823] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       814.45581, best error:       814.45581 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.1772308350s, input_fired_time: 1.4319239855, output_fired_time: 1.3642163277, propagate_forward_time: 52.8753433228, propagate_backward_time: 80.3724594116, weight_update_time: 0.1720083207, other_time: 3.1332855225
epoch time: 11.3022613525s, input_fired_time: 0.1772697866, output_fired_time: 0.0000000000, propagate_forward_time: 10.5688495636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561418533
validation[          , genome  5823] predictions:    9740/  10000 (97.40%), best:    9751/10000 (97.51%), error:       880.46246, best error:       814.45581 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.3242034912s, input_fired_time: 1.4378815889, output_fired_time: 1.3548234701, propagate_forward_time: 52.6264686584, propagate_backward_time: 79.7468338013, weight_update_time: 0.1733037233, other_time: 3.1581954956
epoch time: 11.2582654953s, input_fired_time: 0.1772702932, output_fired_time: 0.0000000000, propagate_forward_time: 10.5115156174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694799423
validation[          , genome  5823] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       927.27045, best error:       814.45581 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 138.9020996094s, input_fired_time: 1.4384588003, output_fired_time: 1.3549851179, propagate_forward_time: 52.7819671631, propagate_backward_time: 80.1962051392, weight_update_time: 0.1717845649, other_time: 3.1304855347
epoch time: 11.3406705856s, input_fired_time: 0.1770358086, output_fired_time: 0.0000000000, propagate_forward_time: 10.6048107147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588245392
validation[          , genome  5823] predictions:    9748/  10000 (97.48%), best:    9751/10000 (97.51%), error:       842.90979, best error:       814.45581 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 139.1207580566s, input_fired_time: 1.4413669109, output_fired_time: 1.3611238003, propagate_forward_time: 52.9320640564, propagate_backward_time: 80.2608795166, weight_update_time: 0.1717298180, other_time: 3.1253204346
epoch time: 11.3386621475s, input_fired_time: 0.1782159954, output_fired_time: 0.0000000000, propagate_forward_time: 10.6017179489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587282181
validation[          , genome  5823] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       876.81567, best error:       814.45581 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 138.5205535889s, input_fired_time: 1.4335576296, output_fired_time: 1.3508235216, propagate_forward_time: 52.7098159790, propagate_backward_time: 79.9113845825, weight_update_time: 0.1714471877, other_time: 3.1149597168
epoch time: 11.3574218750s, input_fired_time: 0.1779405028, output_fired_time: 0.0000000000, propagate_forward_time: 10.6204271317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590543747
validation[          , genome  5823] predictions:    9714/  10000 (97.14%), best:    9751/10000 (97.51%), error:       924.02130, best error:       814.45581 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.0223083496s, input_fired_time: 1.4383150339, output_fired_time: 1.3647681475, propagate_forward_time: 52.8320083618, propagate_backward_time: 80.2657470703, weight_update_time: 0.1724896282, other_time: 3.1214828491
epoch time: 11.2293453217s, input_fired_time: 0.1769042015, output_fired_time: 0.0000000000, propagate_forward_time: 10.4988403320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536003113
validation[          , genome  5823] predictions:    9722/  10000 (97.22%), best:    9751/10000 (97.51%), error:       944.21405, best error:       814.45581 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 138.8511657715s, input_fired_time: 1.4413824081, output_fired_time: 1.3573219776, propagate_forward_time: 52.8259086609, propagate_backward_time: 80.0896530151, weight_update_time: 0.1725172400, other_time: 3.1369094849
epoch time: 11.3010406494s, input_fired_time: 0.1782865971, output_fired_time: 0.0000000000, propagate_forward_time: 10.5665674210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561866760
validation[          , genome  5823] predictions:    9750/  10000 (97.50%), best:    9751/10000 (97.51%), error:       825.64520, best error:       814.45581 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 138.2448425293s, input_fired_time: 1.4302634001, output_fired_time: 1.3640103340, propagate_forward_time: 52.5009880066, propagate_backward_time: 79.8388595581, weight_update_time: 0.1711573303, other_time: 3.1107101440
epoch time: 11.3574447632s, input_fired_time: 0.1779303104, output_fired_time: 0.0000000000, propagate_forward_time: 10.6219587326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575561523
validation[          , genome  5823] predictions:    9690/  10000 (96.90%), best:    9751/10000 (97.51%), error:      1035.64551, best error:       814.45581 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 138.8738403320s, input_fired_time: 1.4415141344, output_fired_time: 1.3640877008, propagate_forward_time: 52.8153343201, propagate_backward_time: 80.1205291748, weight_update_time: 0.1714630723, other_time: 3.1323699951
epoch time: 11.3364505768s, input_fired_time: 0.1780587882, output_fired_time: 0.0000000000, propagate_forward_time: 10.5962123871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621795654
validation[          , genome  5823] predictions:    9679/  10000 (96.79%), best:    9751/10000 (97.51%), error:      1054.48938, best error:       814.45581 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.2767333984s, input_fired_time: 1.4392114878, output_fired_time: 1.3581479788, propagate_forward_time: 52.7207908630, propagate_backward_time: 79.6455917358, weight_update_time: 0.1714512706, other_time: 3.1129837036
epoch time: 11.3749513626s, input_fired_time: 0.1765770167, output_fired_time: 0.0000000000, propagate_forward_time: 10.6557798386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425949097
validation[          , genome  5823] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:       978.24323, best error:       814.45581 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 138.4429779053s, input_fired_time: 1.4567270279, output_fired_time: 1.3602194786, propagate_forward_time: 52.6452751160, propagate_backward_time: 79.7900161743, weight_update_time: 0.1730738431, other_time: 3.1907424927
epoch time: 11.2103052139s, input_fired_time: 0.1751880348, output_fired_time: 0.0000000000, propagate_forward_time: 10.4845867157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505304337
validation[          , genome  5823] predictions:    9768/  10000 (97.68%), best:    9751/10000 (97.51%), error:       816.52179, best error:       814.45581 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.9823913574s, input_fired_time: 1.4389775991, output_fired_time: 1.3670392036, propagate_forward_time: 52.7573204041, propagate_backward_time: 80.2795181274, weight_update_time: 0.1726365983, other_time: 3.1395339966
epoch time: 11.3616504669s, input_fired_time: 0.1782850772, output_fired_time: 0.0000000000, propagate_forward_time: 10.6377277374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456380844
validation[          , genome  5823] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       883.18262, best error:       814.45581 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.1880493164s, input_fired_time: 1.4500406981, output_fired_time: 1.3612220287, propagate_forward_time: 52.9270439148, propagate_backward_time: 80.2907028198, weight_update_time: 0.1726985276, other_time: 3.1590347290
epoch time: 11.4697484970s, input_fired_time: 0.1822858602, output_fired_time: 0.0000000000, propagate_forward_time: 10.7185173035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689449310
validation[          , genome  5823] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       921.00171, best error:       814.45581 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 137.8765869141s, input_fired_time: 1.4364280701, output_fired_time: 1.3575191498, propagate_forward_time: 52.4031143188, propagate_backward_time: 79.5616378784, weight_update_time: 0.1712352037, other_time: 3.1178894043
epoch time: 11.3086318970s, input_fired_time: 0.1773445606, output_fired_time: 0.0000000000, propagate_forward_time: 10.5813694000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499181747
validation[          , genome  5823] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       760.67273, best error:       760.67273 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 137.7796020508s, input_fired_time: 1.4392253160, output_fired_time: 1.3543313742, propagate_forward_time: 52.2801513672, propagate_backward_time: 79.5907211304, weight_update_time: 0.1704963744, other_time: 3.1151809692
epoch time: 11.2960634232s, input_fired_time: 0.1805824339, output_fired_time: 0.0000000000, propagate_forward_time: 10.5565824509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588989258
validation[          , genome  5823] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       742.57294, best error:       742.57294 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 138.5519866943s, input_fired_time: 1.4497182369, output_fired_time: 1.3661395311, propagate_forward_time: 52.5304412842, propagate_backward_time: 80.0186691284, weight_update_time: 0.1740332395, other_time: 3.1870193481
epoch time: 11.3497457504s, input_fired_time: 0.1793126613, output_fired_time: 0.0000000000, propagate_forward_time: 10.6149702072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554628372
validation[          , genome  5823] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       832.04388, best error:       742.57294 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 139.2495574951s, input_fired_time: 1.4539263248, output_fired_time: 1.3703854084, propagate_forward_time: 52.9518699646, propagate_backward_time: 80.2952728271, weight_update_time: 0.1744060814, other_time: 3.1780853271
epoch time: 11.3504972458s, input_fired_time: 0.1795666069, output_fired_time: 0.0000000000, propagate_forward_time: 10.6163415909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545892715
validation[          , genome  5823] predictions:    9700/  10000 (97.00%), best:    9770/10000 (97.70%), error:       936.64362, best error:       742.57294 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 139.0589294434s, input_fired_time: 1.4440734386, output_fired_time: 1.3613326550, propagate_forward_time: 52.8966903687, propagate_backward_time: 80.2195129395, weight_update_time: 0.1716934592, other_time: 3.1373214722
epoch time: 11.3948612213s, input_fired_time: 0.1783326864, output_fired_time: 0.0000000000, propagate_forward_time: 10.6677122116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488166809
validation[          , genome  5823] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       909.29364, best error:       742.57294 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.1354522705s, input_fired_time: 1.4502403736, output_fired_time: 1.3679153919, propagate_forward_time: 52.9286231995, propagate_backward_time: 80.2428588867, weight_update_time: 0.1722515821, other_time: 3.1458129883
epoch time: 11.3450431824s, input_fired_time: 0.1794299334, output_fired_time: 0.0000000000, propagate_forward_time: 10.6112289429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543842316
validation[          , genome  5823] predictions:    9749/  10000 (97.49%), best:    9770/10000 (97.70%), error:       857.30438, best error:       742.57294 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 139.7941131592s, input_fired_time: 1.4507173300, output_fired_time: 1.3698736429, propagate_forward_time: 53.1099319458, propagate_backward_time: 80.7346191406, weight_update_time: 0.1732683480, other_time: 3.1289749146
epoch time: 11.4248018265s, input_fired_time: 0.1824077368, output_fired_time: 0.0000000000, propagate_forward_time: 10.6791248322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632696152
validation[          , genome  5823] predictions:    9719/  10000 (97.19%), best:    9770/10000 (97.70%), error:       928.80713, best error:       742.57294 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.1131591797s, input_fired_time: 1.4508950710, output_fired_time: 1.3652853966, propagate_forward_time: 52.8717498779, propagate_backward_time: 80.2786788940, weight_update_time: 0.1730195731, other_time: 3.1465530396
epoch time: 11.3233861923s, input_fired_time: 0.1845980734, output_fired_time: 0.0000000000, propagate_forward_time: 10.5488262177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899620056
validation[          , genome  5823] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       888.49561, best error:       742.57294 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 139.2099914551s, input_fired_time: 1.4502421618, output_fired_time: 1.3667323589, propagate_forward_time: 52.9258384705, propagate_backward_time: 80.3173217773, weight_update_time: 0.1727583855, other_time: 3.1498565674
epoch time: 11.3102388382s, input_fired_time: 0.1783895344, output_fired_time: 0.0000000000, propagate_forward_time: 10.5895223618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423269272
validation[          , genome  5823] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       902.61987, best error:       742.57294 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 138.6035614014s, input_fired_time: 1.4465601444, output_fired_time: 1.3590098619, propagate_forward_time: 52.7009239197, propagate_backward_time: 79.9596862793, weight_update_time: 0.1723022312, other_time: 3.1373748779
epoch time: 11.4009580612s, input_fired_time: 0.1800279021, output_fired_time: 0.0000000000, propagate_forward_time: 10.6739349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469951630
validation[          , genome  5823] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       842.92200, best error:       742.57294 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 138.4458770752s, input_fired_time: 1.4512927532, output_fired_time: 1.3561427593, propagate_forward_time: 52.5464553833, propagate_backward_time: 79.9510269165, weight_update_time: 0.1724840105, other_time: 3.1409606934
epoch time: 11.3761873245s, input_fired_time: 0.1782902032, output_fired_time: 0.0000000000, propagate_forward_time: 10.6528186798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450782776
validation[          , genome  5823] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       870.85107, best error:       742.57294 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.3710784912s, input_fired_time: 1.4436063766, output_fired_time: 1.3584697247, propagate_forward_time: 52.6754112244, propagate_backward_time: 79.7746429443, weight_update_time: 0.1722766161, other_time: 3.1189422607
epoch time: 11.3822269440s, input_fired_time: 0.1787381768, output_fired_time: 0.0000000000, propagate_forward_time: 10.6589899063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444984436
validation[          , genome  5823] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       847.87927, best error:       742.57294 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 138.3120269775s, input_fired_time: 1.4494131804, output_fired_time: 1.3564268351, propagate_forward_time: 52.5433044434, propagate_backward_time: 79.8169403076, weight_update_time: 0.1717630923, other_time: 3.1459350586
epoch time: 11.3761835098s, input_fired_time: 0.1793653667, output_fired_time: 0.0000000000, propagate_forward_time: 10.6386432648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581750870
validation[          , genome  5823] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       822.54449, best error:       742.57294 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 138.8808898926s, input_fired_time: 1.4527174234, output_fired_time: 1.3594831228, propagate_forward_time: 52.7663841248, propagate_backward_time: 80.1600646973, weight_update_time: 0.1720851809, other_time: 3.1422424316
epoch time: 11.1636924744s, input_fired_time: 0.1796762198, output_fired_time: 0.0000000000, propagate_forward_time: 10.4220752716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619411469
validation[          , genome  5823] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       844.70551, best error:       742.57294 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 138.4934082031s, input_fired_time: 1.4495267868, output_fired_time: 1.3554207087, propagate_forward_time: 52.5045585632, propagate_backward_time: 80.0475463867, weight_update_time: 0.1716811657, other_time: 3.1363525391
epoch time: 11.2888784409s, input_fired_time: 0.1824748218, output_fired_time: 0.0000000000, propagate_forward_time: 10.5361900330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702133179
validation[          , genome  5823] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       831.46082, best error:       742.57294 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.2405242920s, input_fired_time: 1.4475939274, output_fired_time: 1.3565500975, propagate_forward_time: 52.5402717590, propagate_backward_time: 79.7791366577, weight_update_time: 0.1700049192, other_time: 3.1169662476
epoch time: 11.3769102097s, input_fired_time: 0.1797330081, output_fired_time: 0.0000000000, propagate_forward_time: 10.6419210434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552558899
validation[          , genome  5823] predictions:    9762/  10000 (97.62%), best:    9770/10000 (97.70%), error:       796.53473, best error:       742.57294 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 139.0720977783s, input_fired_time: 1.4540205002, output_fired_time: 1.3581358194, propagate_forward_time: 52.9792289734, propagate_backward_time: 80.1532592773, weight_update_time: 0.1717728376, other_time: 3.1274414063
epoch time: 11.3642368317s, input_fired_time: 0.1794247925, output_fired_time: 0.0000000000, propagate_forward_time: 10.6407976151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440139771
validation[          , genome  5823] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       820.85101, best error:       742.57294 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 139.0169067383s, input_fired_time: 1.4529207945, output_fired_time: 1.3595585823, propagate_forward_time: 52.9282608032, propagate_backward_time: 80.1973724365, weight_update_time: 0.1703652740, other_time: 3.0787887573
epoch time: 11.2796936035s, input_fired_time: 0.1807585508, output_fired_time: 0.0000000000, propagate_forward_time: 10.5407781601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581569672
validation[          , genome  5823] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       796.83459, best error:       742.57294 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 139.3093872070s, input_fired_time: 1.4509603977, output_fired_time: 1.3648451567, propagate_forward_time: 53.0264244080, propagate_backward_time: 80.3642044067, weight_update_time: 0.1714947820, other_time: 3.1029586792
epoch time: 11.3571119308s, input_fired_time: 0.1802332103, output_fired_time: 0.0000000000, propagate_forward_time: 10.6219511032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549278259
validation[          , genome  5823] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       879.60217, best error:       742.57294 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 138.7720794678s, input_fired_time: 1.4422971010, output_fired_time: 1.3508603573, propagate_forward_time: 52.6529693604, propagate_backward_time: 80.2493286133, weight_update_time: 0.1696326286, other_time: 3.0766296387
epoch time: 11.2777748108s, input_fired_time: 0.1810488701, output_fired_time: 0.0000000000, propagate_forward_time: 10.5485286713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481967926
validation[          , genome  5823] predictions:    9716/  10000 (97.16%), best:    9770/10000 (97.70%), error:       924.04639, best error:       742.57294 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.2959747314s, input_fired_time: 1.4467968941, output_fired_time: 1.3610256910, propagate_forward_time: 53.0789985657, propagate_backward_time: 80.3439178467, weight_update_time: 0.1694263071, other_time: 3.0652465820
epoch time: 11.2573413849s, input_fired_time: 0.1777971238, output_fired_time: 0.0000000000, propagate_forward_time: 10.5452594757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342845917
validation[          , genome  5823] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       840.93634, best error:       742.57294 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 139.0266876221s, input_fired_time: 1.4501838684, output_fired_time: 1.3576818705, propagate_forward_time: 52.9108161926, propagate_backward_time: 80.2327117920, weight_update_time: 0.1699352115, other_time: 3.0753021240
epoch time: 11.1150074005s, input_fired_time: 0.1763661057, output_fired_time: 0.0000000000, propagate_forward_time: 10.3916110992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470304489
validation[          , genome  5823] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       895.21826, best error:       742.57294 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 139.5636444092s, input_fired_time: 1.4506373405, output_fired_time: 1.3610460758, propagate_forward_time: 53.1170692444, propagate_backward_time: 80.5459289551, weight_update_time: 0.1701600105, other_time: 3.0889587402
epoch time: 11.4068698883s, input_fired_time: 0.1809525937, output_fired_time: 0.0000000000, propagate_forward_time: 10.6785955429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473213196
validation[          , genome  5823] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       810.37964, best error:       742.57294 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 138.9875183105s, input_fired_time: 1.4488049746, output_fired_time: 1.3571615219, propagate_forward_time: 52.8747634888, propagate_backward_time: 80.2307891846, weight_update_time: 0.1693479717, other_time: 3.0759963989
epoch time: 11.1044931412s, input_fired_time: 0.1792010814, output_fired_time: 0.0000000000, propagate_forward_time: 10.3736028671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516891479
validation[          , genome  5823] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       822.48901, best error:       742.57294 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.3810729980s, input_fired_time: 1.4498827457, output_fired_time: 1.3559776545, propagate_forward_time: 52.7343482971, propagate_backward_time: 79.7577819824, weight_update_time: 0.1691314727, other_time: 3.0830841064
epoch time: 11.3923215866s, input_fired_time: 0.1800484061, output_fired_time: 0.0000000000, propagate_forward_time: 10.6628532410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494203568
validation[          , genome  5823] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       830.99084, best error:       742.57294 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 138.7996520996s, input_fired_time: 1.4504575729, output_fired_time: 1.3549698591, propagate_forward_time: 52.9628868103, propagate_backward_time: 79.9532852173, weight_update_time: 0.1697647572, other_time: 3.0780563354
epoch time: 11.3754615784s, input_fired_time: 0.1794345230, output_fired_time: 0.0000000000, propagate_forward_time: 10.6539745331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420522690
validation[          , genome  5823] predictions:    9659/  10000 (96.59%), best:    9770/10000 (97.70%), error:      1113.26001, best error:       742.57294 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 138.1892242432s, input_fired_time: 1.4402618408, output_fired_time: 1.3513125181, propagate_forward_time: 52.5035018921, propagate_backward_time: 79.8377914429, weight_update_time: 0.1687100232, other_time: 3.0563507080
epoch time: 11.4089746475s, input_fired_time: 0.1803761423, output_fired_time: 0.0000000000, propagate_forward_time: 10.6837835312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448150635
validation[          , genome  5823] predictions:    9771/  10000 (97.71%), best:    9770/10000 (97.70%), error:       757.23297, best error:       742.57294 on epoch:    30, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.1076202393s, input_fired_time: 1.4450855255, output_fired_time: 1.3460226059, propagate_forward_time: 52.5192985535, propagate_backward_time: 79.7182464600, weight_update_time: 0.1687213331, other_time: 3.0789642334
epoch time: 11.3747167587s, input_fired_time: 0.1798205227, output_fired_time: 0.0000000000, propagate_forward_time: 10.6503601074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445365906
validation[          , genome  5823] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       754.09204, best error:       742.57294 on epoch:    30, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.2967376709s, input_fired_time: 1.4549428225, output_fired_time: 1.3586715460, propagate_forward_time: 53.0136413574, propagate_backward_time: 80.3954696655, weight_update_time: 0.1697739512, other_time: 3.0740127563
epoch time: 11.2813186646s, input_fired_time: 0.1797401607, output_fired_time: 0.0000000000, propagate_forward_time: 10.5619087219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396699905
validation[          , genome  5823] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       963.45721, best error:       742.57294 on epoch:    30, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 139.1187438965s, input_fired_time: 1.4528646469, output_fired_time: 1.3574559689, propagate_forward_time: 52.9831695557, propagate_backward_time: 80.2348403931, weight_update_time: 0.1702670008, other_time: 3.0904159546
epoch time: 11.2392978668s, input_fired_time: 0.1783946455, output_fired_time: 0.0000000000, propagate_forward_time: 10.5281429291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327606201
validation[          , genome  5823] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       761.84973, best error:       742.57294 on epoch:    30, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 139.4045104980s, input_fired_time: 1.4579215050, output_fired_time: 1.3611992598, propagate_forward_time: 53.0165061951, propagate_backward_time: 80.4791030884, weight_update_time: 0.1695321798, other_time: 3.0897750854
epoch time: 11.3488883972s, input_fired_time: 0.1804042310, output_fired_time: 0.0000000000, propagate_forward_time: 10.6241722107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443115234
validation[          , genome  5823] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       928.09198, best error:       742.57294 on epoch:    30, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.5843658447s, input_fired_time: 1.4552786350, output_fired_time: 1.3638966084, propagate_forward_time: 53.1321754456, propagate_backward_time: 80.5675354004, weight_update_time: 0.1687622219, other_time: 3.0654907227
epoch time: 11.3724069595s, input_fired_time: 0.1823780388, output_fired_time: 0.0000000000, propagate_forward_time: 10.6417627335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482664108
validation[          , genome  5823] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       792.35223, best error:       742.57294 on epoch:    30, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 138.9171447754s, input_fired_time: 1.4539322853, output_fired_time: 1.3535947800, propagate_forward_time: 52.9282531738, propagate_backward_time: 80.1245040894, weight_update_time: 0.1685947776, other_time: 3.0568618774
epoch time: 11.1668920517s, input_fired_time: 0.1791846305, output_fired_time: 0.0000000000, propagate_forward_time: 10.4566841125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310230255
validation[          , genome  5823] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       809.69818, best error:       742.57294 on epoch:    30, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 139.0987091064s, input_fired_time: 1.4534610510, output_fired_time: 1.3553754091, propagate_forward_time: 52.9155960083, propagate_backward_time: 80.3086929321, weight_update_time: 0.1689803451, other_time: 3.0655822754
epoch time: 11.3422832489s, input_fired_time: 0.1809367537, output_fired_time: 0.0000000000, propagate_forward_time: 10.6153573990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459890366
validation[          , genome  5823] predictions:    9665/  10000 (96.65%), best:    9770/10000 (97.70%), error:      1030.77173, best error:       742.57294 on epoch:    30, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 138.5040283203s, input_fired_time: 1.4545291662, output_fired_time: 1.3552119732, propagate_forward_time: 52.7785835266, propagate_backward_time: 79.8667984009, weight_update_time: 0.1685410589, other_time: 3.0489120483
epoch time: 11.3984680176s, input_fired_time: 0.1803612113, output_fired_time: 0.0000000000, propagate_forward_time: 10.6739816666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441255569
validation[          , genome  5823] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       779.21045, best error:       742.57294 on epoch:    30, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 138.9474029541s, input_fired_time: 1.4498281479, output_fired_time: 1.3536305428, propagate_forward_time: 52.9669609070, propagate_backward_time: 80.1189422607, weight_update_time: 0.1696254909, other_time: 3.0580291748
epoch time: 11.2461357117s, input_fired_time: 0.1793976724, output_fired_time: 0.0000000000, propagate_forward_time: 10.5382528305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284852982
validation[          , genome  5823] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       945.62512, best error:       742.57294 on epoch:    30, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 139.2502136230s, input_fired_time: 1.4546681643, output_fired_time: 1.3530759811, propagate_forward_time: 53.0362434387, propagate_backward_time: 80.3403167725, weight_update_time: 0.1697427928, other_time: 3.0659179688
epoch time: 11.3484392166s, input_fired_time: 0.1814558506, output_fired_time: 0.0000000000, propagate_forward_time: 10.6254091263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415744781
validation[          , genome  5823] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       853.49030, best error:       742.57294 on epoch:    30, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.0166473389s, input_fired_time: 1.4485225677, output_fired_time: 1.3576416969, propagate_forward_time: 52.8543891907, propagate_backward_time: 80.3282318115, weight_update_time: 0.1681755036, other_time: 3.0278778076
epoch time: 11.3914527893s, input_fired_time: 0.1818639636, output_fired_time: 0.0000000000, propagate_forward_time: 10.6604938507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490951538
validation[          , genome  5823] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       733.82587, best error:       733.82587 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 137.9814300537s, input_fired_time: 1.4480741024, output_fired_time: 1.3463357687, propagate_forward_time: 52.4837532043, propagate_backward_time: 79.6681518555, weight_update_time: 0.1678320020, other_time: 3.0351257324
epoch time: 11.3857574463s, input_fired_time: 0.1810017377, output_fired_time: 0.0000000000, propagate_forward_time: 10.6534662247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512895584
validation[          , genome  5823] predictions:    9707/  10000 (97.07%), best:    9764/10000 (97.64%), error:       902.17694, best error:       733.82587 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 138.9726409912s, input_fired_time: 1.4523173571, output_fired_time: 1.3546351194, propagate_forward_time: 52.9695472717, propagate_backward_time: 80.1585693359, weight_update_time: 0.1681325436, other_time: 3.0375823975
epoch time: 11.4361267090s, input_fired_time: 0.1829314679, output_fired_time: 0.0000000000, propagate_forward_time: 10.7023019791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508928299
validation[          , genome  5823] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       857.94446, best error:       733.82587 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.2221527100s, input_fired_time: 1.4552104473, output_fired_time: 1.3564136028, propagate_forward_time: 53.0590171814, propagate_backward_time: 80.3055191040, weight_update_time: 0.1689051241, other_time: 3.0459823608
epoch time: 11.4114265442s, input_fired_time: 0.1821942031, output_fired_time: 0.0000000000, propagate_forward_time: 10.6811351776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480976105
validation[          , genome  5823] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       802.74915, best error:       733.82587 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 138.8000946045s, input_fired_time: 1.4523416758, output_fired_time: 1.3546330929, propagate_forward_time: 52.9066352844, propagate_backward_time: 80.0610504150, weight_update_time: 0.1672877371, other_time: 3.0254364014
epoch time: 11.3400287628s, input_fired_time: 0.1822674274, output_fired_time: 0.0000000000, propagate_forward_time: 10.6173505783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404109955
validation[          , genome  5823] predictions:    9703/  10000 (97.03%), best:    9764/10000 (97.64%), error:       892.49615, best error:       733.82587 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.7031860352s, input_fired_time: 1.4488097429, output_fired_time: 1.3431470394, propagate_forward_time: 52.5049819946, propagate_backward_time: 79.3669357300, weight_update_time: 0.1668642759, other_time: 3.0393218994
epoch time: 11.2827968597s, input_fired_time: 0.1799829006, output_fired_time: 0.0000000000, propagate_forward_time: 10.5630531311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397605896
validation[          , genome  5823] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       818.43237, best error:       733.82587 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 139.0022430420s, input_fired_time: 1.4538776875, output_fired_time: 1.3564685583, propagate_forward_time: 52.9036331177, propagate_backward_time: 80.2417984009, weight_update_time: 0.1685308665, other_time: 3.0464630127
epoch time: 11.3542718887s, input_fired_time: 0.1811338365, output_fired_time: 0.0000000000, propagate_forward_time: 10.6375923157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355453491
validation[          , genome  5823] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       797.43237, best error:       733.82587 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 139.3368835449s, input_fired_time: 1.4543322325, output_fired_time: 1.3551826477, propagate_forward_time: 53.0815010071, propagate_backward_time: 80.4168624878, weight_update_time: 0.1682599783, other_time: 3.0290145874
epoch time: 11.2294654846s, input_fired_time: 0.1804815829, output_fired_time: 0.0000000000, propagate_forward_time: 10.5016775131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473060608
validation[          , genome  5823] predictions:    9720/  10000 (97.20%), best:    9764/10000 (97.64%), error:       865.56580, best error:       733.82587 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.8394927979s, input_fired_time: 1.4485892057, output_fired_time: 1.3489459753, propagate_forward_time: 52.4872703552, propagate_backward_time: 79.5185012817, weight_update_time: 0.1679794192, other_time: 3.0361709595
epoch time: 11.3524179459s, input_fired_time: 0.1813529879, output_fired_time: 0.0000000000, propagate_forward_time: 10.6325750351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384902954
validation[          , genome  5823] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       838.44464, best error:       733.82587 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 139.2689514160s, input_fired_time: 1.4572479725, output_fired_time: 1.3541172743, propagate_forward_time: 53.0067749023, propagate_backward_time: 80.4050598145, weight_update_time: 0.1684714556, other_time: 3.0457611084
epoch time: 11.2619485855s, input_fired_time: 0.1824296713, output_fired_time: 0.0000000000, propagate_forward_time: 10.5404472351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390720367
validation[          , genome  5823] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       852.95264, best error:       733.82587 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 139.1086425781s, input_fired_time: 1.4556990862, output_fired_time: 1.3574448824, propagate_forward_time: 52.9211921692, propagate_backward_time: 80.3352127075, weight_update_time: 0.1680909842, other_time: 3.0390853882
epoch time: 11.1865062714s, input_fired_time: 0.1788575500, output_fired_time: 0.0000000000, propagate_forward_time: 10.4793710709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282773972
validation[          , genome  5823] predictions:    9729/  10000 (97.29%), best:    9764/10000 (97.64%), error:       874.64307, best error:       733.82587 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.6106567383s, input_fired_time: 1.4553650618, output_fired_time: 1.3519531488, propagate_forward_time: 52.7168540955, propagate_backward_time: 80.0540008545, weight_update_time: 0.1675457209, other_time: 3.0324707031
epoch time: 11.3519592285s, input_fired_time: 0.1822387576, output_fired_time: 0.0000000000, propagate_forward_time: 10.6257524490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439682007
validation[          , genome  5823] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       855.18237, best error:       733.82587 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 139.6000823975s, input_fired_time: 1.4615207911, output_fired_time: 1.3594311476, propagate_forward_time: 53.1833152771, propagate_backward_time: 80.5557022095, weight_update_time: 0.1683716029, other_time: 3.0401077271
epoch time: 11.0071439743s, input_fired_time: 0.1771182418, output_fired_time: 0.0000000000, propagate_forward_time: 10.2980785370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319471359
validation[          , genome  5823] predictions:    9689/  10000 (96.89%), best:    9764/10000 (97.64%), error:      1011.23895, best error:       733.82587 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 137.8491516113s, input_fired_time: 1.4495279789, output_fired_time: 1.3421072960, propagate_forward_time: 52.5103111267, propagate_backward_time: 79.5184173584, weight_update_time: 0.1670946479, other_time: 3.0287933350
epoch time: 11.3114395142s, input_fired_time: 0.1820667088, output_fired_time: 0.0000000000, propagate_forward_time: 10.5845823288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447902679
validation[          , genome  5823] predictions:    9720/  10000 (97.20%), best:    9764/10000 (97.64%), error:       936.25464, best error:       733.82587 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.7378997803s, input_fired_time: 1.4530191422, output_fired_time: 1.3503373861, propagate_forward_time: 52.2988929749, propagate_backward_time: 79.5993270874, weight_update_time: 0.1675094068, other_time: 3.0363235474
epoch time: 11.2192573547s, input_fired_time: 0.1813294441, output_fired_time: 0.0000000000, propagate_forward_time: 10.5016078949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363197327
validation[          , genome  5823] predictions:    9672/  10000 (96.72%), best:    9764/10000 (97.64%), error:      1097.96069, best error:       733.82587 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 138.5509185791s, input_fired_time: 1.4563575983, output_fired_time: 1.3496038914, propagate_forward_time: 52.7348175049, propagate_backward_time: 79.9677124023, weight_update_time: 0.1680516452, other_time: 3.0424194336
epoch time: 11.3040246964s, input_fired_time: 0.1831454933, output_fired_time: 0.0000000000, propagate_forward_time: 10.5778760910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430030823
validation[          , genome  5823] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       895.15802, best error:       733.82587 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 139.1317749023s, input_fired_time: 1.4590308666, output_fired_time: 1.3515588045, propagate_forward_time: 52.9723358154, propagate_backward_time: 80.3144607544, weight_update_time: 0.1680664122, other_time: 3.0343856812
epoch time: 11.2792282104s, input_fired_time: 0.1812593043, output_fired_time: 0.0000000000, propagate_forward_time: 10.5586290359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393400192
validation[          , genome  5823] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       796.94763, best error:       733.82587 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 138.9977569580s, input_fired_time: 1.4641579390, output_fired_time: 1.3540701866, propagate_forward_time: 52.9251823425, propagate_backward_time: 80.2297515869, weight_update_time: 0.1681560725, other_time: 3.0245971680
epoch time: 11.3669576645s, input_fired_time: 0.1828899980, output_fired_time: 0.0000000000, propagate_forward_time: 10.6350860596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489816666
validation[          , genome  5823] predictions:    9228/  10000 (92.28%), best:    9764/10000 (97.64%), error:      2788.78296, best error:       733.82587 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

resetting weights to those on epoch: 66
epoch time: 138.5161743164s, input_fired_time: 1.4489632845, output_fired_time: 1.3480865955, propagate_forward_time: 52.6436119080, propagate_backward_time: 80.0436401367, weight_update_time: 0.1678693146, other_time: 3.0318756104
epoch time: 11.2469606400s, input_fired_time: 0.1808548123, output_fired_time: 0.0000000000, propagate_forward_time: 10.5245990753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415067673
validation[          , genome  5823] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       774.11469, best error:       733.82587 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 138.4880065918s, input_fired_time: 1.4570639133, output_fired_time: 1.3525764942, propagate_forward_time: 52.7644882202, propagate_backward_time: 79.8779754639, weight_update_time: 0.1680807918, other_time: 3.0359115601
epoch time: 11.3473272324s, input_fired_time: 0.1833354086, output_fired_time: 0.0000000000, propagate_forward_time: 10.6229810715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410108566
validation[          , genome  5823] predictions:    9770/  10000 (97.70%), best:    9764/10000 (97.64%), error:       783.00061, best error:       733.82587 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 138.8249359131s, input_fired_time: 1.4585591555, output_fired_time: 1.3538419008, propagate_forward_time: 52.8085861206, propagate_backward_time: 80.1655654907, weight_update_time: 0.1677643657, other_time: 3.0383911133
epoch time: 11.2013492584s, input_fired_time: 0.1802224964, output_fired_time: 0.0000000000, propagate_forward_time: 10.4832983017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378284454
validation[          , genome  5823] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       728.27948, best error:       728.27948 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 138.9404907227s, input_fired_time: 1.4590462446, output_fired_time: 1.3527421951, propagate_forward_time: 52.8574943542, propagate_backward_time: 80.2388534546, weight_update_time: 0.1678897589, other_time: 3.0323562622
epoch time: 11.3501834869s, input_fired_time: 0.1827707589, output_fired_time: 0.0000000000, propagate_forward_time: 10.6146430969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527696609
validation[          , genome  5823] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       838.44385, best error:       728.27948 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 139.1269683838s, input_fired_time: 1.4575792551, output_fired_time: 1.3569279909, propagate_forward_time: 52.9095306396, propagate_backward_time: 80.3982925415, weight_update_time: 0.1676875800, other_time: 3.0046310425
epoch time: 11.3522758484s, input_fired_time: 0.1832617670, output_fired_time: 0.0000000000, propagate_forward_time: 10.6138067245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552072525
validation[          , genome  5823] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       747.40265, best error:       728.27948 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 138.6860809326s, input_fired_time: 1.4626334906, output_fired_time: 1.3541092873, propagate_forward_time: 52.7935829163, propagate_backward_time: 80.0277786255, weight_update_time: 0.1680608541, other_time: 3.0479812622
epoch time: 11.0740385056s, input_fired_time: 0.1793858409, output_fired_time: 0.0000000000, propagate_forward_time: 10.3527488708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419034958
validation[          , genome  5823] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       773.71130, best error:       728.27948 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 136.7108306885s, input_fired_time: 1.4534280300, output_fired_time: 1.3329122066, propagate_forward_time: 51.9885292053, propagate_backward_time: 78.9085922241, weight_update_time: 0.1667920947, other_time: 3.0273666382
epoch time: 11.2863702774s, input_fired_time: 0.1836784631, output_fired_time: 0.0000000000, propagate_forward_time: 10.5580797195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446119308
validation[          , genome  5823] predictions:    9726/  10000 (97.26%), best:    9779/10000 (97.79%), error:       934.04230, best error:       728.27948 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 139.1680908203s, input_fired_time: 1.4589666128, output_fired_time: 1.3558958769, propagate_forward_time: 53.0416793823, propagate_backward_time: 80.3002319336, weight_update_time: 0.1676163822, other_time: 3.0113143921
epoch time: 11.2512636185s, input_fired_time: 0.1825950742, output_fired_time: 0.0000000000, propagate_forward_time: 10.5202503204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484180450
validation[          , genome  5823] predictions:    9770/  10000 (97.70%), best:    9779/10000 (97.79%), error:       783.88159, best error:       728.27948 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.7819519043s, input_fired_time: 1.4563703537, output_fired_time: 1.3378515244, propagate_forward_time: 52.4104766846, propagate_backward_time: 79.5442810059, weight_update_time: 0.1670833826, other_time: 3.0329742432
epoch time: 11.4322690964s, input_fired_time: 0.1850101650, output_fired_time: 0.0000000000, propagate_forward_time: 10.6958694458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513896942
validation[          , genome  5823] predictions:    9749/  10000 (97.49%), best:    9779/10000 (97.79%), error:       838.84509, best error:       728.27948 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 138.3056335449s, input_fired_time: 1.4600086212, output_fired_time: 1.3481040001, propagate_forward_time: 52.5741806030, propagate_backward_time: 79.8862304688, weight_update_time: 0.1662176102, other_time: 3.0371170044
epoch time: 11.3437976837s, input_fired_time: 0.1827553660, output_fired_time: 0.0000000000, propagate_forward_time: 10.6244678497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365743637
validation[          , genome  5823] predictions:    9754/  10000 (97.54%), best:    9779/10000 (97.79%), error:       809.51538, best error:       728.27948 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 139.4270477295s, input_fired_time: 1.4672288895, output_fired_time: 1.3596482277, propagate_forward_time: 53.0942459106, propagate_backward_time: 80.4676284790, weight_update_time: 0.1678800881, other_time: 3.0382995605
epoch time: 11.1949539185s, input_fired_time: 0.1830246598, output_fired_time: 0.0000000000, propagate_forward_time: 10.4550628662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568666458
validation[          , genome  5823] predictions:    9741/  10000 (97.41%), best:    9779/10000 (97.79%), error:       791.72986, best error:       728.27948 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 139.1315002441s, input_fired_time: 1.4666516781, output_fired_time: 1.3566834927, propagate_forward_time: 52.9755821228, propagate_backward_time: 80.2732086182, weight_update_time: 0.1689526290, other_time: 3.0593719482
epoch time: 10.9464149475s, input_fired_time: 0.1780664474, output_fired_time: 0.0000000000, propagate_forward_time: 10.2271146774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412340164
validation[          , genome  5823] predictions:    9749/  10000 (97.49%), best:    9779/10000 (97.79%), error:       871.76129, best error:       728.27948 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.2014160156s, input_fired_time: 1.4585388899, output_fired_time: 1.3506759405, propagate_forward_time: 52.5809745789, propagate_backward_time: 79.7470550537, weight_update_time: 0.1680884808, other_time: 3.0641632080
epoch time: 11.3526105881s, input_fired_time: 0.1834639609, output_fired_time: 0.0000000000, propagate_forward_time: 10.6306314468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385150909
validation[          , genome  5823] predictions:    9754/  10000 (97.54%), best:    9779/10000 (97.79%), error:       836.48376, best error:       728.27948 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.5990753174s, input_fired_time: 1.4679095745, output_fired_time: 1.3493690491, propagate_forward_time: 52.7741775513, propagate_backward_time: 79.9291305542, weight_update_time: 0.1691580415, other_time: 3.0784912109
epoch time: 11.4280519485s, input_fired_time: 0.1850491166, output_fired_time: 0.0000000000, propagate_forward_time: 10.6950807571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479221344
validation[          , genome  5823] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       776.45148, best error:       728.27948 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.0576629639s, input_fired_time: 1.4635493755, output_fired_time: 1.3574594259, propagate_forward_time: 52.8695793152, propagate_backward_time: 80.3362808228, weight_update_time: 0.1677571833, other_time: 3.0307998657
epoch time: 11.2928981781s, input_fired_time: 0.1841761768, output_fired_time: 0.0000000000, propagate_forward_time: 10.5671062469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416154861
validation[          , genome  5823] predictions:    9718/  10000 (97.18%), best:    9779/10000 (97.79%), error:       957.54675, best error:       728.27948 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 139.1977386475s, input_fired_time: 1.4717504978, output_fired_time: 1.3566864729, propagate_forward_time: 53.0576210022, propagate_backward_time: 80.2423706055, weight_update_time: 0.1690228283, other_time: 3.0693054199
epoch time: 11.3541202545s, input_fired_time: 0.1844710708, output_fired_time: 0.0000000000, propagate_forward_time: 10.6260175705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436315536
validation[          , genome  5823] predictions:    9774/  10000 (97.74%), best:    9779/10000 (97.79%), error:       799.76526, best error:       728.27948 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 138.8990173340s, input_fired_time: 1.4662088156, output_fired_time: 1.3571591377, propagate_forward_time: 52.8509712219, propagate_backward_time: 80.1855239868, weight_update_time: 0.1682338417, other_time: 3.0391616821
epoch time: 11.1453571320s, input_fired_time: 0.1821414828, output_fired_time: 0.0000000000, propagate_forward_time: 10.4219207764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412950516
validation[          , genome  5823] predictions:    9756/  10000 (97.56%), best:    9779/10000 (97.79%), error:       803.08936, best error:       728.27948 on epoch:    86, 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: 56.4164009094s, input_fired_time: 0.9143668413, output_fired_time: 0.0000000000, propagate_forward_time: 52.6441116333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8579216003
best training[          , genome  5823] predictions:   49784/  50000 (99.57%), best:    9779/10000 (97.79%), error:      1136.28430, best error:       728.27948 on epoch:    86, 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: 11.3712577820s, input_fired_time: 0.1814758629, output_fired_time: 0.0000000000, propagate_forward_time: 10.6531085968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366735458
   testing[          , genome  5823] predictions:    9791/  10000 (97.91%), best:    9779/10000 (97.79%), error:       709.56445, best error:       728.27948 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:01:22 (3148): called boinc_finish(0)

</stderr_txt>
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