Nameexact_genome_1512568488_44_5837_0
Workunit2600485
Created7 Dec 2017, 16:37:45 UTC
Sent7 Dec 2017, 16:46:26 UTC
Report deadline13 Dec 2017, 8:14:09 UTC
Received7 Dec 2017, 23:50:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 34 min 43 sec
CPU time1 hours 34 min 40 sec
Validate stateValid
Credit1,411.06
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.56 MB
Peak swap size152.58 MB
Peak disk usage1.06 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.4207534790s, input_fired_time: 0.5952693224, output_fired_time: 0.3902149200, propagate_forward_time: 19.6449871063, propagate_backward_time: 29.3462524414, weight_update_time: 0.0610477664, other_time: 1.4440326691
epoch time: 4.3480024338s, input_fired_time: 0.0632571504, output_fired_time: 0.0000000000, propagate_forward_time: 4.0214738846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632713318
validation[          , genome  5837] predictions:    9601/  10000 (96.01%), best:    9666/10000 (96.66%), error:      1379.59644, best error:      1159.12598 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.3977813721s, input_fired_time: 0.6106234789, output_fired_time: 0.3763500452, propagate_forward_time: 19.6152191162, propagate_backward_time: 29.3017768860, weight_update_time: 0.0636629835, other_time: 1.4938125610
epoch time: 4.2438263893s, input_fired_time: 0.0618700944, output_fired_time: 0.0000000000, propagate_forward_time: 3.9241027832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578535080
validation[          , genome  5837] predictions:    9634/  10000 (96.34%), best:    9666/10000 (96.66%), error:      1212.59351, best error:      1159.12598 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.3538475037s, input_fired_time: 0.6055130363, output_fired_time: 0.3764851987, propagate_forward_time: 19.6172447205, propagate_backward_time: 29.2880935669, weight_update_time: 0.0624763928, other_time: 1.4665107727
epoch time: 4.3572363853s, input_fired_time: 0.0623780042, output_fired_time: 0.0000000000, propagate_forward_time: 4.0299663544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648921013
validation[          , genome  5837] predictions:    9648/  10000 (96.48%), best:    9666/10000 (96.66%), error:      1194.48560, best error:      1159.12598 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.8428382874s, input_fired_time: 0.6182265282, output_fired_time: 0.4005187154, propagate_forward_time: 20.6048412323, propagate_backward_time: 30.6889457703, weight_update_time: 0.0635360554, other_time: 1.5303077698
epoch time: 4.2631139755s, input_fired_time: 0.0608877428, output_fired_time: 0.0000000000, propagate_forward_time: 3.9439816475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582445145
validation[          , genome  5837] predictions:    9652/  10000 (96.52%), best:    9666/10000 (96.66%), error:      1188.37390, best error:      1159.12598 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.4856491089s, input_fired_time: 0.5999812484, output_fired_time: 0.3829359412, propagate_forward_time: 19.7115516663, propagate_backward_time: 29.3357849121, weight_update_time: 0.0611144900, other_time: 1.4553985596
epoch time: 4.3213682175s, input_fired_time: 0.0602270477, output_fired_time: 0.0000000000, propagate_forward_time: 4.0018639565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592773438
validation[          , genome  5837] predictions:    9601/  10000 (96.01%), best:    9666/10000 (96.66%), error:      1381.12231, best error:      1159.12598 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.5635185242s, input_fired_time: 0.5930822492, output_fired_time: 0.3800421953, propagate_forward_time: 19.7417278290, propagate_backward_time: 29.3987846375, weight_update_time: 0.0611115098, other_time: 1.4498806000
epoch time: 4.2823195457s, input_fired_time: 0.0598741770, output_fired_time: 0.0000000000, propagate_forward_time: 3.9648504257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575950623
validation[          , genome  5837] predictions:    9576/  10000 (95.76%), best:    9666/10000 (96.66%), error:      1366.19836, best error:      1159.12598 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.5738983154s, input_fired_time: 0.5930994153, output_fired_time: 0.3818968534, propagate_forward_time: 19.7831153870, propagate_backward_time: 29.3644790649, weight_update_time: 0.0612144545, other_time: 1.4513092041
epoch time: 4.2474355698s, input_fired_time: 0.0597054474, output_fired_time: 0.0000000000, propagate_forward_time: 3.9307959080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569344044
validation[          , genome  5837] predictions:    9620/  10000 (96.20%), best:    9666/10000 (96.66%), error:      1310.15857, best error:      1159.12598 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.0983085632s, input_fired_time: 0.5949409008, output_fired_time: 0.3827236891, propagate_forward_time: 19.9235553741, propagate_backward_time: 29.7230587006, weight_update_time: 0.0620530620, other_time: 1.4740295410
epoch time: 4.3318982124s, input_fired_time: 0.0604113638, output_fired_time: 0.0000000000, propagate_forward_time: 4.0081663132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633204460
validation[          , genome  5837] predictions:    9572/  10000 (95.72%), best:    9666/10000 (96.66%), error:      1405.60999, best error:      1159.12598 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.6159019470s, input_fired_time: 0.5942596197, output_fired_time: 0.3898366392, propagate_forward_time: 19.6932334900, propagate_backward_time: 29.4897460938, weight_update_time: 0.0612792149, other_time: 1.4488258362
epoch time: 4.2410097122s, input_fired_time: 0.0612170547, output_fired_time: 0.0000000000, propagate_forward_time: 3.9237723351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560205460
validation[          , genome  5837] predictions:    9660/  10000 (96.60%), best:    9666/10000 (96.66%), error:      1176.65869, best error:      1159.12598 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.1917228699s, input_fired_time: 0.5956737995, output_fired_time: 0.3857740164, propagate_forward_time: 19.5998096466, propagate_backward_time: 29.1792392731, weight_update_time: 0.0608782209, other_time: 1.4312286377
epoch time: 4.2325282097s, input_fired_time: 0.0609554760, output_fired_time: 0.0000000000, propagate_forward_time: 3.9192934036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522792816
validation[          , genome  5837] predictions:    9654/  10000 (96.54%), best:    9666/10000 (96.66%), error:      1200.85278, best error:      1159.12598 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.8018722534s, input_fired_time: 0.6003615260, output_fired_time: 0.3879846334, propagate_forward_time: 19.7735710144, propagate_backward_time: 29.6130332947, weight_update_time: 0.0616192408, other_time: 1.4269218445
epoch time: 4.4085783958s, input_fired_time: 0.0613747016, output_fired_time: 0.0000000000, propagate_forward_time: 4.0835766792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636270523
validation[          , genome  5837] predictions:    9623/  10000 (96.23%), best:    9666/10000 (96.66%), error:      1349.35181, best error:      1159.12598 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.5603828430s, input_fired_time: 0.5998581052, output_fired_time: 0.3791267872, propagate_forward_time: 19.7256965637, propagate_backward_time: 29.4354057312, weight_update_time: 0.0612258427, other_time: 1.4202957153
epoch time: 4.3279991150s, input_fired_time: 0.0643078089, output_fired_time: 0.0000000000, propagate_forward_time: 4.0036616325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600297928
validation[          , genome  5837] predictions:    9627/  10000 (96.27%), best:    9666/10000 (96.66%), error:      1213.79956, best error:      1159.12598 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.2680130005s, input_fired_time: 0.6015653610, output_fired_time: 0.3815847635, propagate_forward_time: 19.5826263428, propagate_backward_time: 29.2865924835, weight_update_time: 0.0609275587, other_time: 1.4156436920
epoch time: 4.2565703392s, input_fired_time: 0.0619429164, output_fired_time: 0.0000000000, propagate_forward_time: 3.9407799244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538473606
validation[          , genome  5837] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1097.77319, best error:      1097.77319 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.5136680603s, input_fired_time: 0.6014068127, output_fired_time: 0.3826954663, propagate_forward_time: 19.7416896820, propagate_backward_time: 29.3444557190, weight_update_time: 0.0615277961, other_time: 1.4434223175
epoch time: 4.2241234779s, input_fired_time: 0.0604258999, output_fired_time: 0.0000000000, propagate_forward_time: 3.9077227116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559750080
validation[          , genome  5837] predictions:    9608/  10000 (96.08%), best:    9676/10000 (96.76%), error:      1338.32507, best error:      1097.77319 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.3730430603s, input_fired_time: 0.6070519686, output_fired_time: 0.3801601231, propagate_forward_time: 19.6185283661, propagate_backward_time: 29.2932624817, weight_update_time: 0.0620674603, other_time: 1.4740390778
epoch time: 4.3589391708s, input_fired_time: 0.0638849363, output_fired_time: 0.0000000000, propagate_forward_time: 4.0282492638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668051720
validation[          , genome  5837] predictions:    9626/  10000 (96.26%), best:    9676/10000 (96.76%), error:      1272.68713, best error:      1097.77319 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.1718978882s, input_fired_time: 0.6155588627, output_fired_time: 0.3900150955, propagate_forward_time: 19.9956092834, propagate_backward_time: 29.6591815948, weight_update_time: 0.0623081885, other_time: 1.5115337372
epoch time: 4.5000476837s, input_fired_time: 0.0640259087, output_fired_time: 0.0000000000, propagate_forward_time: 4.1648778915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711439133
validation[          , genome  5837] predictions:    9567/  10000 (95.67%), best:    9676/10000 (96.76%), error:      1467.56677, best error:      1097.77319 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.7558784485s, input_fired_time: 0.6074839234, output_fired_time: 0.3945170939, propagate_forward_time: 19.7792835236, propagate_backward_time: 29.4926395416, weight_update_time: 0.0619906709, other_time: 1.4819564819
epoch time: 4.2423648834s, input_fired_time: 0.0614669584, output_fired_time: 0.0000000000, propagate_forward_time: 3.9218578339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590398788
validation[          , genome  5837] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1210.33386, best error:      1097.77319 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.0538024902s, input_fired_time: 0.6100853682, output_fired_time: 0.3856059611, propagate_forward_time: 19.9139099121, propagate_backward_time: 29.6621475220, weight_update_time: 0.0625660941, other_time: 1.4820556641
epoch time: 4.2544059753s, input_fired_time: 0.0608328916, output_fired_time: 0.0000000000, propagate_forward_time: 3.9302251339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633478642
validation[          , genome  5837] predictions:    9609/  10000 (96.09%), best:    9676/10000 (96.76%), error:      1325.77319, best error:      1097.77319 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.6110191345s, input_fired_time: 0.6105622053, output_fired_time: 0.3890646398, propagate_forward_time: 20.1075649261, propagate_backward_time: 30.0154190063, weight_update_time: 0.0629115775, other_time: 1.4884090424
epoch time: 4.3925023079s, input_fired_time: 0.0621298030, output_fired_time: 0.0000000000, propagate_forward_time: 4.0665211678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638511658
validation[          , genome  5837] predictions:    9616/  10000 (96.16%), best:    9676/10000 (96.76%), error:      1306.24011, best error:      1097.77319 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.9987983704s, input_fired_time: 0.6171540618, output_fired_time: 0.3882072568, propagate_forward_time: 20.2691669464, propagate_backward_time: 30.2187976837, weight_update_time: 0.0629914254, other_time: 1.5054740906
epoch time: 4.3377556801s, input_fired_time: 0.0615554750, output_fired_time: 0.0000000000, propagate_forward_time: 4.0146546364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615456581
validation[          , genome  5837] predictions:    9591/  10000 (95.91%), best:    9676/10000 (96.76%), error:      1379.55029, best error:      1097.77319 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.9887771606s, input_fired_time: 0.6207317710, output_fired_time: 0.3861598372, propagate_forward_time: 20.3053913116, propagate_backward_time: 30.1702213287, weight_update_time: 0.0632903650, other_time: 1.5062751770
epoch time: 4.4264860153s, input_fired_time: 0.0639292896, output_fired_time: 0.0000000000, propagate_forward_time: 4.0932555199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693014145
validation[          , genome  5837] predictions:    9624/  10000 (96.24%), best:    9676/10000 (96.76%), error:      1293.98486, best error:      1097.77319 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.8539505005s, input_fired_time: 0.6244292855, output_fired_time: 0.3842924833, propagate_forward_time: 20.1881313324, propagate_backward_time: 30.1274986267, weight_update_time: 0.0630474761, other_time: 1.5296001434
epoch time: 4.4912829399s, input_fired_time: 0.0638404787, output_fired_time: 0.0000000000, propagate_forward_time: 4.1534466743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739958763
validation[          , genome  5837] predictions:    9582/  10000 (95.82%), best:    9676/10000 (96.76%), error:      1402.85718, best error:      1097.77319 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.6580123901s, input_fired_time: 0.6098334193, output_fired_time: 0.3819806576, propagate_forward_time: 19.7119941711, propagate_backward_time: 29.4277744293, weight_update_time: 0.0643758252, other_time: 1.5264301300
epoch time: 4.5840845108s, input_fired_time: 0.0663697794, output_fired_time: 0.0000000000, propagate_forward_time: 4.2380275726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796869278
validation[          , genome  5837] predictions:    9610/  10000 (96.10%), best:    9676/10000 (96.76%), error:      1365.42407, best error:      1097.77319 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.2984580994s, input_fired_time: 0.6090477705, output_fired_time: 0.3820002973, propagate_forward_time: 19.9842052460, propagate_backward_time: 29.8145828247, weight_update_time: 0.0626962483, other_time: 1.5086231232
epoch time: 4.2807383537s, input_fired_time: 0.0611247532, output_fired_time: 0.0000000000, propagate_forward_time: 3.9565541744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630593777
validation[          , genome  5837] predictions:    9589/  10000 (95.89%), best:    9676/10000 (96.76%), error:      1389.91516, best error:      1097.77319 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.0859184265s, input_fired_time: 0.6124451756, output_fired_time: 0.3794000149, propagate_forward_time: 19.8886871338, propagate_backward_time: 29.6886348724, weight_update_time: 0.0625351742, other_time: 1.5167522430
epoch time: 4.3459882736s, input_fired_time: 0.0620850585, output_fired_time: 0.0000000000, propagate_forward_time: 4.0177798271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661232948
validation[          , genome  5837] predictions:    9621/  10000 (96.21%), best:    9676/10000 (96.76%), error:      1302.81372, best error:      1097.77319 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.2953910828s, input_fired_time: 0.6086930633, output_fired_time: 0.3809219301, propagate_forward_time: 20.0078964233, propagate_backward_time: 29.7905731201, weight_update_time: 0.0629641861, other_time: 1.5073089600
epoch time: 4.2511315346s, input_fired_time: 0.0600508302, output_fired_time: 0.0000000000, propagate_forward_time: 3.9323198795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587606907
validation[          , genome  5837] predictions:    9616/  10000 (96.16%), best:    9676/10000 (96.76%), error:      1316.22949, best error:      1097.77319 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.9106407166s, input_fired_time: 0.6140699983, output_fired_time: 0.3845012784, propagate_forward_time: 20.1967678070, propagate_backward_time: 30.1771583557, weight_update_time: 0.0630416721, other_time: 1.5381412506
epoch time: 4.3197565079s, input_fired_time: 0.0605971217, output_fired_time: 0.0000000000, propagate_forward_time: 3.9939043522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652552128
validation[          , genome  5837] predictions:    9675/  10000 (96.75%), best:    9676/10000 (96.76%), error:      1219.88269, best error:      1097.77319 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.2125930786s, input_fired_time: 0.5989106297, output_fired_time: 0.3801483512, propagate_forward_time: 19.9623165131, propagate_backward_time: 29.7865695953, weight_update_time: 0.0628125817, other_time: 1.4846458435
epoch time: 4.2230668068s, input_fired_time: 0.0591343381, output_fired_time: 0.0000000000, propagate_forward_time: 3.9074492455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564830780
validation[          , genome  5837] predictions:    9622/  10000 (96.22%), best:    9676/10000 (96.76%), error:      1321.40967, best error:      1097.77319 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.0755767822s, input_fired_time: 0.5856683850, output_fired_time: 0.3737409115, propagate_forward_time: 19.5437812805, propagate_backward_time: 29.1375446320, weight_update_time: 0.0611298569, other_time: 1.4348430634
epoch time: 4.2186527252s, input_fired_time: 0.0586577617, output_fired_time: 0.0000000000, propagate_forward_time: 3.9067387581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532563210
validation[          , genome  5837] predictions:    9638/  10000 (96.38%), best:    9676/10000 (96.76%), error:      1209.35413, best error:      1097.77319 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.0471954346s, input_fired_time: 0.5871801972, output_fired_time: 0.3718109429, propagate_forward_time: 19.5277194977, propagate_backward_time: 29.1256790161, weight_update_time: 0.0611228794, other_time: 1.4348049164
epoch time: 4.2235026360s, input_fired_time: 0.0591854751, output_fired_time: 0.0000000000, propagate_forward_time: 3.9105091095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538080215
validation[          , genome  5837] predictions:    9607/  10000 (96.07%), best:    9676/10000 (96.76%), error:      1278.05640, best error:      1097.77319 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.0270347595s, input_fired_time: 0.5864171386, output_fired_time: 0.3727217019, propagate_forward_time: 19.5286216736, propagate_backward_time: 29.1058292389, weight_update_time: 0.0611145087, other_time: 1.4334430695
epoch time: 4.2662949562s, input_fired_time: 0.0596390441, output_fired_time: 0.0000000000, propagate_forward_time: 3.9513137341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553422451
validation[          , genome  5837] predictions:    9647/  10000 (96.47%), best:    9676/10000 (96.76%), error:      1210.46313, best error:      1097.77319 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.2729301453s, input_fired_time: 0.5907008052, output_fired_time: 0.3767583668, propagate_forward_time: 19.6219234467, propagate_backward_time: 29.2417259216, weight_update_time: 0.0613877252, other_time: 1.4418201447
epoch time: 4.2239313126s, input_fired_time: 0.0591537356, output_fired_time: 0.0000000000, propagate_forward_time: 3.9079656601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568120956
validation[          , genome  5837] predictions:    9664/  10000 (96.64%), best:    9676/10000 (96.76%), error:      1193.81995, best error:      1097.77319 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.1208419800s, input_fired_time: 0.5913609862, output_fired_time: 0.3726242185, propagate_forward_time: 19.5612106323, propagate_backward_time: 29.1526355743, weight_update_time: 0.0612951070, other_time: 1.4430103302
epoch time: 4.2283935547s, input_fired_time: 0.0597315803, output_fired_time: 0.0000000000, propagate_forward_time: 3.9117341042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569279671
validation[          , genome  5837] predictions:    9626/  10000 (96.26%), best:    9676/10000 (96.76%), error:      1281.09790, best error:      1097.77319 on epoch:    26, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.1124534607s, input_fired_time: 0.5911223292, output_fired_time: 0.3735092878, propagate_forward_time: 19.5398616791, propagate_backward_time: 29.1612243652, weight_update_time: 0.0613346361, other_time: 1.4467372894
epoch time: 4.2254858017s, input_fired_time: 0.0589345507, output_fired_time: 0.0000000000, propagate_forward_time: 3.9092495441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573015690
validation[          , genome  5837] predictions:    9633/  10000 (96.33%), best:    9676/10000 (96.76%), error:      1252.75830, best error:      1097.77319 on epoch:    26, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.1193389893s, input_fired_time: 0.5897419453, output_fired_time: 0.3736042976, propagate_forward_time: 19.5584526062, propagate_backward_time: 29.1542358398, weight_update_time: 0.0613308810, other_time: 1.4433059692
epoch time: 4.2235751152s, input_fired_time: 0.0594579838, output_fired_time: 0.0000000000, propagate_forward_time: 3.9082427025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558746338
validation[          , genome  5837] predictions:    9617/  10000 (96.17%), best:    9676/10000 (96.76%), error:      1232.05762, best error:      1097.77319 on epoch:    26, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.1322326660s, input_fired_time: 0.5913295746, output_fired_time: 0.3741660416, propagate_forward_time: 19.5474510193, propagate_backward_time: 29.1739177704, weight_update_time: 0.0613866039, other_time: 1.4453678131
epoch time: 4.2253999710s, input_fired_time: 0.0600302815, output_fired_time: 0.0000000000, propagate_forward_time: 3.9088726044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564969063
validation[          , genome  5837] predictions:    9600/  10000 (96.00%), best:    9676/10000 (96.76%), error:      1289.49976, best error:      1097.77319 on epoch:    26, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.0558433533s, input_fired_time: 0.5906887650, output_fired_time: 0.3723343313, propagate_forward_time: 19.5374450684, propagate_backward_time: 29.1257686615, weight_update_time: 0.0610550009, other_time: 1.4296054840
epoch time: 4.2233233452s, input_fired_time: 0.0594723038, output_fired_time: 0.0000000000, propagate_forward_time: 3.9106671810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531840801
validation[          , genome  5837] predictions:    9670/  10000 (96.70%), best:    9676/10000 (96.76%), error:      1192.10400, best error:      1097.77319 on epoch:    26, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.2461891174s, input_fired_time: 0.5908661485, output_fired_time: 0.3754054010, propagate_forward_time: 19.5905094147, propagate_backward_time: 29.2592334747, weight_update_time: 0.0612510331, other_time: 1.4301757812
epoch time: 4.2188134193s, input_fired_time: 0.0588245280, output_fired_time: 0.0000000000, propagate_forward_time: 3.9071455002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528433800
validation[          , genome  5837] predictions:    9611/  10000 (96.11%), best:    9676/10000 (96.76%), error:      1327.81372, best error:      1097.77319 on epoch:    26, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.3828468323s, input_fired_time: 0.5939307213, output_fired_time: 0.3797885180, propagate_forward_time: 19.6384925842, propagate_backward_time: 29.3281021118, weight_update_time: 0.0616027974, other_time: 1.4425354004
epoch time: 4.2216701508s, input_fired_time: 0.0599890053, output_fired_time: 0.0000000000, propagate_forward_time: 3.9079239368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537572384
validation[          , genome  5837] predictions:    9641/  10000 (96.41%), best:    9676/10000 (96.76%), error:      1261.10754, best error:      1097.77319 on epoch:    26, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.9811363220s, input_fired_time: 0.5983387232, output_fired_time: 0.3816522360, propagate_forward_time: 19.8711185455, propagate_backward_time: 29.6635646820, weight_update_time: 0.0621354245, other_time: 1.4664611816
epoch time: 4.2215266228s, input_fired_time: 0.0596329048, output_fired_time: 0.0000000000, propagate_forward_time: 3.9080417156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538521290
validation[          , genome  5837] predictions:    9643/  10000 (96.43%), best:    9676/10000 (96.76%), error:      1260.27820, best error:      1097.77319 on epoch:    26, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.7048721313s, input_fired_time: 0.5995245576, output_fired_time: 0.3795441389, propagate_forward_time: 19.7371959686, propagate_backward_time: 29.5101318359, weight_update_time: 0.0620077178, other_time: 1.4784755707
epoch time: 4.3050875664s, input_fired_time: 0.0603699461, output_fired_time: 0.0000000000, propagate_forward_time: 3.9846978188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600197792
validation[          , genome  5837] predictions:    9633/  10000 (96.33%), best:    9676/10000 (96.76%), error:      1257.10742, best error:      1097.77319 on epoch:    26, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.2149658203s, input_fired_time: 0.5959954858, output_fired_time: 0.3747657537, propagate_forward_time: 19.5896549225, propagate_backward_time: 29.2077999115, weight_update_time: 0.0611247756, other_time: 1.4467468262
epoch time: 4.2200646400s, input_fired_time: 0.0595363230, output_fired_time: 0.0000000000, propagate_forward_time: 3.9076569080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528712749
validation[          , genome  5837] predictions:    9636/  10000 (96.36%), best:    9676/10000 (96.76%), error:      1259.61902, best error:      1097.77319 on epoch:    26, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.1019439697s, input_fired_time: 0.5938605666, output_fired_time: 0.3725433946, propagate_forward_time: 19.5537624359, propagate_backward_time: 29.1474208832, weight_update_time: 0.0611953847, other_time: 1.4343566895
epoch time: 4.2218613625s, input_fired_time: 0.0600588024, output_fired_time: 0.0000000000, propagate_forward_time: 3.9079935551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538092136
validation[          , genome  5837] predictions:    9601/  10000 (96.01%), best:    9676/10000 (96.76%), error:      1363.03967, best error:      1097.77319 on epoch:    26, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.0827331543s, input_fired_time: 0.5938630104, output_fired_time: 0.3732680678, propagate_forward_time: 19.5439815521, propagate_backward_time: 29.1416473389, weight_update_time: 0.0610444658, other_time: 1.4299716949
epoch time: 4.2563133240s, input_fired_time: 0.0604704581, output_fired_time: 0.0000000000, propagate_forward_time: 3.9410085678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548341751
validation[          , genome  5837] predictions:    9652/  10000 (96.52%), best:    9676/10000 (96.76%), error:      1184.89062, best error:      1097.77319 on epoch:    26, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.3704147339s, input_fired_time: 0.5981637836, output_fired_time: 0.3777022660, propagate_forward_time: 19.7167758942, propagate_backward_time: 29.2404193878, weight_update_time: 0.0614741333, other_time: 1.4373550415
epoch time: 4.2209033966s, input_fired_time: 0.0594298616, output_fired_time: 0.0000000000, propagate_forward_time: 3.9076120853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538616657
validation[          , genome  5837] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1211.82922, best error:      1097.77319 on epoch:    26, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.2615699768s, input_fired_time: 0.5985652208, output_fired_time: 0.3777057827, propagate_forward_time: 19.5913143158, propagate_backward_time: 29.2423152924, weight_update_time: 0.0620327033, other_time: 1.4516716003
epoch time: 4.2305636406s, input_fired_time: 0.0600376017, output_fired_time: 0.0000000000, propagate_forward_time: 3.9137818813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567441463
validation[          , genome  5837] predictions:    9669/  10000 (96.69%), best:    9676/10000 (96.76%), error:      1196.60657, best error:      1097.77319 on epoch:    26, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.1056289673s, input_fired_time: 0.5945120454, output_fired_time: 0.3742598295, propagate_forward_time: 19.5350437164, propagate_backward_time: 29.1713638306, weight_update_time: 0.0610304326, other_time: 1.4304485321
epoch time: 4.2375650406s, input_fired_time: 0.0602799952, output_fired_time: 0.0000000000, propagate_forward_time: 3.9233429432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539422512
validation[          , genome  5837] predictions:    9675/  10000 (96.75%), best:    9676/10000 (96.76%), error:      1123.91589, best error:      1097.77319 on epoch:    26, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.1874237061s, input_fired_time: 0.5964177251, output_fired_time: 0.3801586330, propagate_forward_time: 19.5855102539, propagate_backward_time: 29.1966743469, weight_update_time: 0.0610939302, other_time: 1.4286651611
epoch time: 4.2220697403s, input_fired_time: 0.0604229867, output_fired_time: 0.0000000000, propagate_forward_time: 3.9081285000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535183430
validation[          , genome  5837] predictions:    9674/  10000 (96.74%), best:    9676/10000 (96.76%), error:      1183.73877, best error:      1097.77319 on epoch:    26, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.1109046936s, input_fired_time: 0.5947767496, output_fired_time: 0.3777159154, propagate_forward_time: 19.5491828918, propagate_backward_time: 29.1611881256, weight_update_time: 0.0611619391, other_time: 1.4280414581
epoch time: 4.2240762711s, input_fired_time: 0.0607042164, output_fired_time: 0.0000000000, propagate_forward_time: 3.9090917110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542803288
validation[          , genome  5837] predictions:    9650/  10000 (96.50%), best:    9676/10000 (96.76%), error:      1234.15527, best error:      1097.77319 on epoch:    26, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.0708122253s, input_fired_time: 0.5972919464, output_fired_time: 0.3720985651, propagate_forward_time: 19.5367488861, propagate_backward_time: 29.1332969666, weight_update_time: 0.0609478466, other_time: 1.4313755035
epoch time: 4.2260599136s, input_fired_time: 0.0609412864, output_fired_time: 0.0000000000, propagate_forward_time: 3.9084701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566485405
validation[          , genome  5837] predictions:    9571/  10000 (95.71%), best:    9676/10000 (96.76%), error:      1442.91638, best error:      1097.77319 on epoch:    26, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.0860061646s, input_fired_time: 0.5980532765, output_fired_time: 0.3725448549, propagate_forward_time: 19.5360774994, propagate_backward_time: 29.1345691681, weight_update_time: 0.0611424781, other_time: 1.4447631836
epoch time: 4.2251510620s, input_fired_time: 0.0611398518, output_fired_time: 0.0000000000, propagate_forward_time: 3.9089128971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550981045
validation[          , genome  5837] predictions:    9626/  10000 (96.26%), best:    9676/10000 (96.76%), error:      1230.96313, best error:      1097.77319 on epoch:    26, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.8484764099s, input_fired_time: 0.6089171171, output_fired_time: 0.3858131766, propagate_forward_time: 19.8601455688, propagate_backward_time: 29.5400772095, weight_update_time: 0.0616610460, other_time: 1.4535217285
epoch time: 4.3043537140s, input_fired_time: 0.0617203861, output_fired_time: 0.0000000000, propagate_forward_time: 3.9813661575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612671852
validation[          , genome  5837] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1157.36414, best error:      1097.77319 on epoch:    26, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.3910903931s, input_fired_time: 0.6074132323, output_fired_time: 0.3850893974, propagate_forward_time: 20.0502777100, propagate_backward_time: 29.8688201904, weight_update_time: 0.0626650602, other_time: 1.4794883728
epoch time: 4.3644247055s, input_fired_time: 0.0629307479, output_fired_time: 0.0000000000, propagate_forward_time: 4.0350909233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664031982
validation[          , genome  5837] predictions:    9639/  10000 (96.39%), best:    9676/10000 (96.76%), error:      1228.23999, best error:      1097.77319 on epoch:    26, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.3153152466s, input_fired_time: 0.6095800996, output_fired_time: 0.3856487274, propagate_forward_time: 20.0305233002, propagate_backward_time: 29.7972755432, weight_update_time: 0.0627330244, other_time: 1.4922847748
epoch time: 4.2366104126s, input_fired_time: 0.0608217418, output_fired_time: 0.0000000000, propagate_forward_time: 3.9200129509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557759285
validation[          , genome  5837] predictions:    9630/  10000 (96.30%), best:    9676/10000 (96.76%), error:      1280.08105, best error:      1097.77319 on epoch:    26, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.3869972229s, input_fired_time: 0.6018874645, output_fired_time: 0.3757772744, propagate_forward_time: 19.6098861694, propagate_backward_time: 29.3410701752, weight_update_time: 0.0613873191, other_time: 1.4583759308
epoch time: 4.2287416458s, input_fired_time: 0.0620319061, output_fired_time: 0.0000000000, propagate_forward_time: 3.9111163616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555935383
validation[          , genome  5837] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1199.34973, best error:      1097.77319 on epoch:    26, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.3934173584s, input_fired_time: 0.6045368910, output_fired_time: 0.3836964667, propagate_forward_time: 19.6619415283, propagate_backward_time: 29.2954387665, weight_update_time: 0.0615274161, other_time: 1.4478015900
epoch time: 4.2267475128s, input_fired_time: 0.0611646473, output_fired_time: 0.0000000000, propagate_forward_time: 3.9107816219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548010349
validation[          , genome  5837] predictions:    9628/  10000 (96.28%), best:    9676/10000 (96.76%), error:      1267.10181, best error:      1097.77319 on epoch:    26, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.4099922180s, input_fired_time: 0.6074356437, output_fired_time: 0.3856970370, propagate_forward_time: 19.7196559906, propagate_backward_time: 29.2413864136, weight_update_time: 0.0616595112, other_time: 1.4558162689
epoch time: 4.2282400131s, input_fired_time: 0.0617357567, output_fired_time: 0.0000000000, propagate_forward_time: 3.9089574814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575469017
validation[          , genome  5837] predictions:    9643/  10000 (96.43%), best:    9676/10000 (96.76%), error:      1212.31091, best error:      1097.77319 on epoch:    26, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.1178054810s, input_fired_time: 0.6060851812, output_fired_time: 0.3840642869, propagate_forward_time: 19.5549354553, propagate_backward_time: 29.1304817200, weight_update_time: 0.0613159016, other_time: 1.4422378540
epoch time: 4.2230644226s, input_fired_time: 0.0619091839, output_fired_time: 0.0000000000, propagate_forward_time: 3.9078724384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532827854
validation[          , genome  5837] predictions:    9644/  10000 (96.44%), best:    9676/10000 (96.76%), error:      1221.45923, best error:      1097.77319 on epoch:    26, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.0742721558s, input_fired_time: 0.6022067070, output_fired_time: 0.3899842799, propagate_forward_time: 19.5460605621, propagate_backward_time: 29.1022529602, weight_update_time: 0.0611315519, other_time: 1.4337673187
epoch time: 4.2239551544s, input_fired_time: 0.0618411042, output_fired_time: 0.0000000000, propagate_forward_time: 3.9080393314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2540748119
validation[          , genome  5837] predictions:    9641/  10000 (96.41%), best:    9676/10000 (96.76%), error:      1222.53259, best error:      1097.77319 on epoch:    26, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.1216163635s, input_fired_time: 0.6028532386, output_fired_time: 0.3826856017, propagate_forward_time: 19.5675983429, propagate_backward_time: 29.1271209717, weight_update_time: 0.0613126718, other_time: 1.4413585663
epoch time: 4.2256779671s, input_fired_time: 0.0614011772, output_fired_time: 0.0000000000, propagate_forward_time: 3.9085843563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556922436
validation[          , genome  5837] predictions:    9613/  10000 (96.13%), best:    9676/10000 (96.76%), error:      1328.09705, best error:      1097.77319 on epoch:    26, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.0590400696s, input_fired_time: 0.6024566889, output_fired_time: 0.3721702993, propagate_forward_time: 19.5404777527, propagate_backward_time: 29.1002216339, weight_update_time: 0.0612325557, other_time: 1.4437160492
epoch time: 4.2265787125s, input_fired_time: 0.0616693534, output_fired_time: 0.0000000000, propagate_forward_time: 3.9092743397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556350231
validation[          , genome  5837] predictions:    9663/  10000 (96.63%), best:    9676/10000 (96.76%), error:      1163.12231, best error:      1097.77319 on epoch:    26, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.1171302795s, input_fired_time: 0.6052945256, output_fired_time: 0.3723621368, propagate_forward_time: 19.5644912720, propagate_backward_time: 29.1234550476, weight_update_time: 0.0614562258, other_time: 1.4515266418
epoch time: 4.2442097664s, input_fired_time: 0.0629852116, output_fired_time: 0.0000000000, propagate_forward_time: 3.9229311943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582931519
validation[          , genome  5837] predictions:    9606/  10000 (96.06%), best:    9676/10000 (96.76%), error:      1287.26318, best error:      1097.77319 on epoch:    26, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.2040061951s, input_fired_time: 0.6070119143, output_fired_time: 0.3732243478, propagate_forward_time: 19.5839614868, propagate_backward_time: 29.1751861572, weight_update_time: 0.0615468100, other_time: 1.4646186829
epoch time: 4.2624893188s, input_fired_time: 0.0629357025, output_fired_time: 0.0000000000, propagate_forward_time: 3.9404633045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590901852
validation[          , genome  5837] predictions:    9577/  10000 (95.77%), best:    9676/10000 (96.76%), error:      1364.20374, best error:      1097.77319 on epoch:    26, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.1899185181s, input_fired_time: 0.6050127745, output_fired_time: 0.3835804462, propagate_forward_time: 19.5641479492, propagate_backward_time: 29.1817188263, weight_update_time: 0.0612330511, other_time: 1.4554615021
epoch time: 4.2989988327s, input_fired_time: 0.0626128986, output_fired_time: 0.0000000000, propagate_forward_time: 3.9747505188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616353035
validation[          , genome  5837] predictions:    9655/  10000 (96.55%), best:    9676/10000 (96.76%), error:      1187.63538, best error:      1097.77319 on epoch:    26, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.2997360229s, input_fired_time: 0.6072838306, output_fired_time: 0.3891581595, propagate_forward_time: 19.6006355286, propagate_backward_time: 29.2422237396, weight_update_time: 0.0614730902, other_time: 1.4604358673
epoch time: 4.2272710800s, input_fired_time: 0.0618790388, output_fired_time: 0.0000000000, propagate_forward_time: 3.9093246460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560672760
validation[          , genome  5837] predictions:    9667/  10000 (96.67%), best:    9676/10000 (96.76%), error:      1178.35718, best error:      1097.77319 on epoch:    26, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.6426315308s, input_fired_time: 0.6082209945, output_fired_time: 0.3923303783, propagate_forward_time: 19.7802791595, propagate_backward_time: 29.4051265717, weight_update_time: 0.0620268919, other_time: 1.4566764832
epoch time: 4.3299517632s, input_fired_time: 0.0623965524, output_fired_time: 0.0000000000, propagate_forward_time: 4.0075531006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600021362
validation[          , genome  5837] predictions:    9569/  10000 (95.69%), best:    9676/10000 (96.76%), error:      1419.83069, best error:      1097.77319 on epoch:    26, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.2083244324s, input_fired_time: 0.6074845195, output_fired_time: 0.3882091641, propagate_forward_time: 19.6017627716, propagate_backward_time: 29.1707839966, weight_update_time: 0.0612988472, other_time: 1.4400844574
epoch time: 4.2271413803s, input_fired_time: 0.0627793297, output_fired_time: 0.0000000000, propagate_forward_time: 3.9092617035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551002502
validation[          , genome  5837] predictions:    9629/  10000 (96.29%), best:    9676/10000 (96.76%), error:      1267.95886, best error:      1097.77319 on epoch:    26, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.2984352112s, input_fired_time: 0.6072385907, output_fired_time: 0.3862881362, propagate_forward_time: 19.6098918915, propagate_backward_time: 29.2573890686, weight_update_time: 0.0613493286, other_time: 1.4376277924
epoch time: 4.2255244255s, input_fired_time: 0.0627704337, output_fired_time: 0.0000000000, propagate_forward_time: 3.9079730511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547810078
validation[          , genome  5837] predictions:    9633/  10000 (96.33%), best:    9676/10000 (96.76%), error:      1226.06848, best error:      1097.77319 on epoch:    26, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.8282165527s, input_fired_time: 0.6200562119, output_fired_time: 0.3775462210, propagate_forward_time: 19.8295326233, propagate_backward_time: 29.5284023285, weight_update_time: 0.0627114251, other_time: 1.4726810455
epoch time: 4.2382669449s, input_fired_time: 0.0633809119, output_fired_time: 0.0000000000, propagate_forward_time: 3.9182915688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565946579
validation[          , genome  5837] predictions:    9661/  10000 (96.61%), best:    9676/10000 (96.76%), error:      1150.81531, best error:      1097.77319 on epoch:    26, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.2717323303s, input_fired_time: 0.6205375791, output_fired_time: 0.3821624815, propagate_forward_time: 20.0089340210, propagate_backward_time: 29.7986488342, weight_update_time: 0.0623021573, other_time: 1.4614486694
epoch time: 4.3463068008s, input_fired_time: 0.0651971698, output_fired_time: 0.0000000000, propagate_forward_time: 4.0207104683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603993416
validation[          , genome  5837] predictions:    9640/  10000 (96.40%), best:    9676/10000 (96.76%), error:      1166.47559, best error:      1097.77319 on epoch:    26, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.0107650757s, input_fired_time: 0.6211275458, output_fired_time: 0.3799883127, propagate_forward_time: 19.8621177673, propagate_backward_time: 29.6801586151, weight_update_time: 0.0622151569, other_time: 1.4673709869
epoch time: 4.4551258087s, input_fired_time: 0.0661980510, output_fired_time: 0.0000000000, propagate_forward_time: 4.1199464798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689814568
validation[          , genome  5837] predictions:    9663/  10000 (96.63%), best:    9676/10000 (96.76%), error:      1208.97424, best error:      1097.77319 on epoch:    26, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.5319747925s, input_fired_time: 0.6150865555, output_fired_time: 0.3781860471, propagate_forward_time: 19.6750316620, propagate_backward_time: 29.4241504669, weight_update_time: 0.0615090914, other_time: 1.4395217896
epoch time: 4.2621836662s, input_fired_time: 0.0641467646, output_fired_time: 0.0000000000, propagate_forward_time: 3.9413990974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566375732
validation[          , genome  5837] predictions:    9617/  10000 (96.17%), best:    9676/10000 (96.76%), error:      1264.86914, best error:      1097.77319 on epoch:    26, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.1576652527s, input_fired_time: 0.6206029058, output_fired_time: 0.3827499747, propagate_forward_time: 19.9267368317, propagate_backward_time: 29.7634963989, weight_update_time: 0.0622343607, other_time: 1.4640789032
epoch time: 4.2457509041s, input_fired_time: 0.0640635937, output_fired_time: 0.0000000000, propagate_forward_time: 3.9228656292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2588217258
validation[          , genome  5837] predictions:    9595/  10000 (95.95%), best:    9676/10000 (96.76%), error:      1328.30322, best error:      1097.77319 on epoch:    26, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.8997230530s, input_fired_time: 0.6171346903, output_fired_time: 0.3899579942, propagate_forward_time: 19.8718872070, propagate_backward_time: 29.5553264618, weight_update_time: 0.0619552992, other_time: 1.4654178619
epoch time: 4.2422227859s, input_fired_time: 0.0640124902, output_fired_time: 0.0000000000, propagate_forward_time: 3.9216337204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565765381
validation[          , genome  5837] predictions:    9600/  10000 (96.00%), best:    9676/10000 (96.76%), error:      1283.69189, best error:      1097.77319 on epoch:    26, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.1720237732s, input_fired_time: 0.6210432649, output_fired_time: 0.3907589912, propagate_forward_time: 19.9971351624, propagate_backward_time: 29.6834888458, weight_update_time: 0.0620091967, other_time: 1.4795970917
epoch time: 4.4370427132s, input_fired_time: 0.0662992746, output_fired_time: 0.0000000000, propagate_forward_time: 4.1030373573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677059174
validation[          , genome  5837] predictions:    9652/  10000 (96.52%), best:    9676/10000 (96.76%), error:      1221.71252, best error:      1097.77319 on epoch:    26, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.0473976135s, input_fired_time: 0.6189202666, output_fired_time: 0.3876625597, propagate_forward_time: 19.8696041107, propagate_backward_time: 29.6946849823, weight_update_time: 0.0619760007, other_time: 1.4765281677
epoch time: 4.2595305443s, input_fired_time: 0.0638974383, output_fired_time: 0.0000000000, propagate_forward_time: 3.9374246597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582082748
validation[          , genome  5837] predictions:    9664/  10000 (96.64%), best:    9676/10000 (96.76%), error:      1187.69922, best error:      1097.77319 on epoch:    26, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.0904426575s, input_fired_time: 0.6209188104, output_fired_time: 0.3908636570, propagate_forward_time: 19.9060573578, propagate_backward_time: 29.7079734802, weight_update_time: 0.0619818531, other_time: 1.4646282196
epoch time: 4.2301154137s, input_fired_time: 0.0642571747, output_fired_time: 0.0000000000, propagate_forward_time: 3.9099431038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559151649
validation[          , genome  5837] predictions:    9634/  10000 (96.34%), best:    9676/10000 (96.76%), error:      1197.26233, best error:      1097.77319 on epoch:    26, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.5641708374s, input_fired_time: 0.6152026057, output_fired_time: 0.3825445175, propagate_forward_time: 19.7459945679, propagate_backward_time: 29.3815937042, weight_update_time: 0.0613967441, other_time: 1.4388332367
epoch time: 4.2696108818s, input_fired_time: 0.0648813620, output_fired_time: 0.0000000000, propagate_forward_time: 3.9489922523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557373047
validation[          , genome  5837] predictions:    9651/  10000 (96.51%), best:    9676/10000 (96.76%), error:      1184.65833, best error:      1097.77319 on epoch:    26, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.2390213013s, input_fired_time: 0.6152678728, output_fired_time: 0.3840535581, propagate_forward_time: 19.5821342468, propagate_backward_time: 29.2121429443, weight_update_time: 0.0617725328, other_time: 1.4454231262
epoch time: 4.2527265549s, input_fired_time: 0.0640881360, output_fired_time: 0.0000000000, propagate_forward_time: 3.9347074032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539308071
validation[          , genome  5837] predictions:    9648/  10000 (96.48%), best:    9676/10000 (96.76%), error:      1232.91113, best error:      1097.77319 on epoch:    26, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.1637496948s, input_fired_time: 0.6139349341, output_fired_time: 0.3729570508, propagate_forward_time: 19.5520515442, propagate_backward_time: 29.1720771790, weight_update_time: 0.0620351657, other_time: 1.4527320862
epoch time: 4.2288599014s, input_fired_time: 0.0642590970, output_fired_time: 0.0000000000, propagate_forward_time: 3.9082045555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563962936
validation[          , genome  5837] predictions:    9666/  10000 (96.66%), best:    9676/10000 (96.76%), error:      1156.96399, best error:      1097.77319 on epoch:    26, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.0613670349s, input_fired_time: 0.6098044515, output_fired_time: 0.3715482950, propagate_forward_time: 19.5280036926, propagate_backward_time: 29.1293888092, weight_update_time: 0.0607073717, other_time: 1.4226207733
epoch time: 4.2337179184s, input_fired_time: 0.0641952902, output_fired_time: 0.0000000000, propagate_forward_time: 3.9162714481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532513142
validation[          , genome  5837] predictions:    9556/  10000 (95.56%), best:    9676/10000 (96.76%), error:      1570.65674, best error:      1097.77319 on epoch:    26, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.1077499390s, input_fired_time: 0.6085398197, output_fired_time: 0.3716873527, propagate_forward_time: 19.5578842163, propagate_backward_time: 29.1472206116, weight_update_time: 0.0607122593, other_time: 1.4224166870
epoch time: 4.2344965935s, input_fired_time: 0.0636669546, output_fired_time: 0.0000000000, propagate_forward_time: 3.9173307419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534990311
validation[          , genome  5837] predictions:    9653/  10000 (96.53%), best:    9676/10000 (96.76%), error:      1170.47083, best error:      1097.77319 on epoch:    26, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.1479911804s, input_fired_time: 0.6093440056, output_fired_time: 0.3716391325, propagate_forward_time: 19.5672283173, propagate_backward_time: 29.1767616272, weight_update_time: 0.0607823692, other_time: 1.4230175018
epoch time: 4.2264089584s, input_fired_time: 0.0627868026, output_fired_time: 0.0000000000, propagate_forward_time: 3.9111714363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524509430
validation[          , genome  5837] predictions:    9469/  10000 (94.69%), best:    9676/10000 (96.76%), error:      1741.60437, best error:      1097.77319 on epoch:    26, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.1327133179s, input_fired_time: 0.6097684503, output_fired_time: 0.3717736900, propagate_forward_time: 19.5626316071, propagate_backward_time: 29.1674537659, weight_update_time: 0.0607655868, other_time: 1.4210872650
epoch time: 4.2295422554s, input_fired_time: 0.0636437237, output_fired_time: 0.0000000000, propagate_forward_time: 3.9134540558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524442673
validation[          , genome  5837] predictions:    9629/  10000 (96.29%), best:    9676/10000 (96.76%), error:      1232.60522, best error:      1097.77319 on epoch:    26, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.2942810059s, input_fired_time: 0.6173073649, output_fired_time: 0.3794595301, propagate_forward_time: 19.5959415436, propagate_backward_time: 29.2754497528, weight_update_time: 0.0607693195, other_time: 1.4261245728
epoch time: 4.2351126671s, input_fired_time: 0.0636920705, output_fired_time: 0.0000000000, propagate_forward_time: 3.9114286900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599918842
validation[          , genome  5837] predictions:    9642/  10000 (96.42%), best:    9676/10000 (96.76%), error:      1204.27722, best error:      1097.77319 on epoch:    26, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.4073600769s, input_fired_time: 0.6128888130, output_fired_time: 0.3760868311, propagate_forward_time: 19.6179447174, propagate_backward_time: 29.3636703491, weight_update_time: 0.0610545725, other_time: 1.4367694855
epoch time: 4.2293181419s, input_fired_time: 0.0639307573, output_fired_time: 0.0000000000, propagate_forward_time: 3.9119069576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534801960
validation[          , genome  5837] predictions:    9632/  10000 (96.32%), best:    9676/10000 (96.76%), error:      1217.82349, best error:      1097.77319 on epoch:    26, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.8197212219s, input_fired_time: 0.6182413101, output_fired_time: 0.3882499635, propagate_forward_time: 19.7996997833, propagate_backward_time: 29.5400810242, weight_update_time: 0.0615190119, other_time: 1.4734516144
epoch time: 4.2343091965s, input_fired_time: 0.0651771128, output_fired_time: 0.0000000000, propagate_forward_time: 3.9117963314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573359013
validation[          , genome  5837] predictions:    9633/  10000 (96.33%), best:    9676/10000 (96.76%), error:      1230.87073, best error:      1097.77319 on epoch:    26, 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: 21.9693832397s, input_fired_time: 0.3197491169, output_fired_time: 0.0000000000, propagate_forward_time: 20.2967071533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3529262543
best training[          , genome  5837] predictions:   48871/  50000 (97.74%), best:    9676/10000 (96.76%), error:      3935.93042, best error:      1097.77319 on epoch:    26, 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: 4.3879861832s, input_fired_time: 0.0619129203, output_fired_time: 0.0000000000, propagate_forward_time: 4.0597858429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662873268
   testing[          , genome  5837] predictions:    9718/  10000 (97.18%), best:    9676/10000 (96.76%), error:      1018.23431, best error:      1097.77319 on epoch:    26, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:49:48 (4360): called boinc_finish(0)

</stderr_txt>
]]>