Nameexact_genome_1512568488_42_6490_0
Workunit2603647
Created7 Dec 2017, 20:02:42 UTC
Sent7 Dec 2017, 20:07:42 UTC
Report deadline14 Dec 2017, 1:28:22 UTC
Received8 Dec 2017, 15:05:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 28 min 35 sec
CPU time3 hours 28 min 30 sec
Validate stateValid
Credit1,555.67
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.54 MB
Peak swap size154.30 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
10

epoch time: 113.9041976929s, input_fired_time: 0.9205320477, output_fired_time: 0.6718198061, propagate_forward_time: 47.0109329224, propagate_backward_time: 62.8010482788, weight_update_time: 0.1334298849, other_time: 2.4998626709
epoch time: 9.6481657028s, input_fired_time: 0.0994235203, output_fired_time: 0.0000000000, propagate_forward_time: 9.1112813950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374608994
validation[          , genome  6490] predictions:    9638/  10000 (96.38%), best:    9677/10000 (96.77%), error:      1208.57922, best error:      1081.24500 on epoch:     0, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 113.7683334351s, input_fired_time: 0.9209200144, output_fired_time: 0.6734726429, propagate_forward_time: 47.0412940979, propagate_backward_time: 62.6186866760, weight_update_time: 0.1341999918, other_time: 2.5139579773
epoch time: 9.9485464096s, input_fired_time: 0.1018657163, output_fired_time: 0.0000000000, propagate_forward_time: 9.4007940292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458866119
validation[          , genome  6490] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1023.64258, best error:      1023.64258 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.0594558716s, input_fired_time: 0.9234172702, output_fired_time: 0.6767539382, propagate_forward_time: 47.1087226868, propagate_backward_time: 62.8452758789, weight_update_time: 0.1346776932, other_time: 2.5052947998
epoch time: 9.9917593002s, input_fired_time: 0.1019506082, output_fired_time: 0.0000000000, propagate_forward_time: 9.4413299561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484786987
validation[          , genome  6490] predictions:    9672/  10000 (96.72%), best:    9687/10000 (96.87%), error:      1034.63086, best error:      1023.64258 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.4199752808s, input_fired_time: 0.9240561128, output_fired_time: 0.6727654934, propagate_forward_time: 47.2340354919, propagate_backward_time: 63.0871467590, weight_update_time: 0.1343624145, other_time: 2.5019645691
epoch time: 9.9650115967s, input_fired_time: 0.1028664932, output_fired_time: 0.0000000000, propagate_forward_time: 9.4133644104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487810135
validation[          , genome  6490] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       985.04791, best error:       985.04791 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.3645019531s, input_fired_time: 0.9171100855, output_fired_time: 0.6683808565, propagate_forward_time: 46.7651672363, propagate_backward_time: 62.5086860657, weight_update_time: 0.1330941468, other_time: 2.5051612854
epoch time: 9.3915586472s, input_fired_time: 0.0980016291, output_fired_time: 0.0000000000, propagate_forward_time: 8.8629608154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305963516
validation[          , genome  6490] predictions:    9674/  10000 (96.74%), best:    9697/10000 (96.97%), error:      1071.67969, best error:       985.04791 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.2900161743s, input_fired_time: 0.9171681404, output_fired_time: 0.6683201194, propagate_forward_time: 46.7012329102, propagate_backward_time: 62.5122604370, weight_update_time: 0.1334293038, other_time: 2.4910354614
epoch time: 9.9606924057s, input_fired_time: 0.1030306444, output_fired_time: 0.0000000000, propagate_forward_time: 9.4082145691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494476318
validation[          , genome  6490] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       965.65900, best error:       965.65900 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.2245483398s, input_fired_time: 0.9227690101, output_fired_time: 0.6748065352, propagate_forward_time: 47.0926704407, propagate_backward_time: 63.0319366455, weight_update_time: 0.1343752891, other_time: 2.5023651123
epoch time: 9.9644365311s, input_fired_time: 0.1024635658, output_fired_time: 0.0000000000, propagate_forward_time: 9.4130992889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488735199
validation[          , genome  6490] predictions:    9663/  10000 (96.63%), best:    9706/10000 (97.06%), error:      1126.61670, best error:       965.65900 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.8585968018s, input_fired_time: 0.9192227125, output_fired_time: 0.6688237190, propagate_forward_time: 47.0271568298, propagate_backward_time: 62.7430419922, weight_update_time: 0.1331765503, other_time: 2.5003509521
epoch time: 9.8802404404s, input_fired_time: 0.1019714549, output_fired_time: 0.0000000000, propagate_forward_time: 9.3322734833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459953308
validation[          , genome  6490] predictions:    9707/  10000 (97.07%), best:    9706/10000 (97.06%), error:       999.37195, best error:       965.65900 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.0910720825s, input_fired_time: 0.9148216248, output_fired_time: 0.6664917469, propagate_forward_time: 46.6887435913, propagate_backward_time: 62.3326530457, weight_update_time: 0.1327658147, other_time: 2.4883689880
epoch time: 9.9447746277s, input_fired_time: 0.1023871005, output_fired_time: 0.0000000000, propagate_forward_time: 9.3936042786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487829208
validation[          , genome  6490] predictions:    9715/  10000 (97.15%), best:    9706/10000 (97.06%), error:       981.58063, best error:       965.65900 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.7787322998s, input_fired_time: 0.9157438874, output_fired_time: 0.6682170630, propagate_forward_time: 46.4244384766, propagate_backward_time: 62.2860527039, weight_update_time: 0.1328804046, other_time: 2.4842796326
epoch time: 9.9576282501s, input_fired_time: 0.1009246185, output_fired_time: 0.0000000000, propagate_forward_time: 9.4107465744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459571838
validation[          , genome  6490] predictions:    9697/  10000 (96.97%), best:    9706/10000 (97.06%), error:      1011.92303, best error:       965.65900 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.2691726685s, input_fired_time: 0.9056779742, output_fired_time: 0.6573293805, propagate_forward_time: 45.9254531860, propagate_backward_time: 61.3247604370, weight_update_time: 0.1305110157, other_time: 2.4559555054
epoch time: 9.4757404327s, input_fired_time: 0.0977992043, output_fired_time: 0.0000000000, propagate_forward_time: 8.9387779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391632080
validation[          , genome  6490] predictions:    9701/  10000 (97.01%), best:    9706/10000 (97.06%), error:      1024.55396, best error:       965.65900 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.7367858887s, input_fired_time: 0.9054206014, output_fired_time: 0.6608266830, propagate_forward_time: 46.0928611755, propagate_backward_time: 61.6698951721, weight_update_time: 0.1314811409, other_time: 2.4077873230
epoch time: 9.9131155014s, input_fired_time: 0.1006998718, output_fired_time: 0.0000000000, propagate_forward_time: 9.3769168854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354991913
validation[          , genome  6490] predictions:    9703/  10000 (97.03%), best:    9706/10000 (97.06%), error:       974.10345, best error:       965.65900 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.4490280151s, input_fired_time: 0.9151606560, output_fired_time: 0.6674848795, propagate_forward_time: 46.8834190369, propagate_backward_time: 62.5661659241, weight_update_time: 0.1323159486, other_time: 2.4167900085
epoch time: 9.9173498154s, input_fired_time: 0.1015933529, output_fired_time: 0.0000000000, propagate_forward_time: 9.3808174133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349393845
validation[          , genome  6490] predictions:    9692/  10000 (96.92%), best:    9706/10000 (97.06%), error:       989.15039, best error:       965.65900 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 112.8375091553s, input_fired_time: 0.9142208695, output_fired_time: 0.6649531126, propagate_forward_time: 46.6330375671, propagate_backward_time: 62.2049980164, weight_update_time: 0.1317887157, other_time: 2.4202919006
epoch time: 9.9230289459s, input_fired_time: 0.1023324877, output_fired_time: 0.0000000000, propagate_forward_time: 9.3816204071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390764236
validation[          , genome  6490] predictions:    9701/  10000 (97.01%), best:    9706/10000 (97.06%), error:      1009.98450, best error:       965.65900 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 113.2273406982s, input_fired_time: 0.9158777595, output_fired_time: 0.6653466225, propagate_forward_time: 46.7371940613, propagate_backward_time: 62.4894981384, weight_update_time: 0.1322209686, other_time: 2.4194221497
epoch time: 9.9306049347s, input_fired_time: 0.1021554247, output_fired_time: 0.0000000000, propagate_forward_time: 9.3938455582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346036911
validation[          , genome  6490] predictions:    9618/  10000 (96.18%), best:    9706/10000 (97.06%), error:      1146.96729, best error:       965.65900 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.8286285400s, input_fired_time: 0.8963868022, output_fired_time: 0.6404888034, propagate_forward_time: 44.5217742920, propagate_backward_time: 59.4122581482, weight_update_time: 0.1268413663, other_time: 2.3577232361
epoch time: 9.6093034744s, input_fired_time: 0.0993309319, output_fired_time: 0.0000000000, propagate_forward_time: 9.0800857544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298868179
validation[          , genome  6490] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1020.27435, best error:       965.65900 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 112.7386322021s, input_fired_time: 0.9144839644, output_fired_time: 0.6634793878, propagate_forward_time: 46.5396957397, propagate_backward_time: 62.1996269226, weight_update_time: 0.1322136074, other_time: 2.4213447571
epoch time: 9.9300136566s, input_fired_time: 0.1029772088, output_fired_time: 0.0000000000, propagate_forward_time: 9.3861961365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408407211
validation[          , genome  6490] predictions:    9696/  10000 (96.96%), best:    9706/10000 (97.06%), error:      1010.74335, best error:       965.65900 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.0221710205s, input_fired_time: 0.9059193134, output_fired_time: 0.6546894908, propagate_forward_time: 45.7714233398, propagate_backward_time: 61.2856101990, weight_update_time: 0.1307604313, other_time: 2.4045295715
epoch time: 9.9586839676s, input_fired_time: 0.1026915386, output_fired_time: 0.0000000000, propagate_forward_time: 9.4181184769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378738403
validation[          , genome  6490] predictions:    9634/  10000 (96.34%), best:    9706/10000 (97.06%), error:      1175.23572, best error:       965.65900 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.1431808472s, input_fired_time: 0.9192069769, output_fired_time: 0.6692470312, propagate_forward_time: 47.1237678528, propagate_backward_time: 63.0138015747, weight_update_time: 0.1334138364, other_time: 2.4171524048
epoch time: 8.5828647614s, input_fired_time: 0.0913064927, output_fired_time: 0.0000000000, propagate_forward_time: 8.0879192352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036388397
validation[          , genome  6490] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1031.99536, best error:       965.65900 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.9315490723s, input_fired_time: 0.9093298316, output_fired_time: 0.6568040848, propagate_forward_time: 46.2533683777, propagate_backward_time: 61.7041130066, weight_update_time: 0.1308568269, other_time: 2.4079322815
epoch time: 9.9370498657s, input_fired_time: 0.1020185873, output_fired_time: 0.0000000000, propagate_forward_time: 9.3966712952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383602142
validation[          , genome  6490] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       917.88177, best error:       917.88177 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 112.2650299072s, input_fired_time: 0.9109160304, output_fired_time: 0.6592575908, propagate_forward_time: 46.3164253235, propagate_backward_time: 61.9684829712, weight_update_time: 0.1316975653, other_time: 2.4099502563
epoch time: 8.5774421692s, input_fired_time: 0.0933406651, output_fired_time: 0.0000000000, propagate_forward_time: 8.0803241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037771225
validation[          , genome  6490] predictions:    9708/  10000 (97.08%), best:    9716/10000 (97.16%), error:       964.82971, best error:       917.88177 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.5183410645s, input_fired_time: 0.9027621746, output_fired_time: 0.6535834670, propagate_forward_time: 45.4464721680, propagate_backward_time: 61.1243515015, weight_update_time: 0.1297744513, other_time: 2.3911743164
epoch time: 8.3057346344s, input_fired_time: 0.0907282755, output_fired_time: 0.0000000000, propagate_forward_time: 7.8186645508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963422775
validation[          , genome  6490] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:       952.38867, best error:       917.88177 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.4562454224s, input_fired_time: 0.9026953578, output_fired_time: 0.6503529549, propagate_forward_time: 45.1557693481, propagate_backward_time: 60.3640670776, weight_update_time: 0.1289757341, other_time: 2.3833618164
epoch time: 9.8544206619s, input_fired_time: 0.1017386913, output_fired_time: 0.0000000000, propagate_forward_time: 9.3178577423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348239899
validation[          , genome  6490] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:       937.36273, best error:       917.88177 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.5086746216s, input_fired_time: 0.9177439213, output_fired_time: 0.6615775228, propagate_forward_time: 46.9230346680, propagate_backward_time: 62.5787696838, weight_update_time: 0.1326329559, other_time: 2.4275474548
epoch time: 9.9623231888s, input_fired_time: 0.1023066789, output_fired_time: 0.0000000000, propagate_forward_time: 9.4205684662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394483566
validation[          , genome  6490] predictions:    9704/  10000 (97.04%), best:    9716/10000 (97.16%), error:       979.13477, best error:       917.88177 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.8340225220s, input_fired_time: 0.9119554162, output_fired_time: 0.6519346237, propagate_forward_time: 46.2570686340, propagate_backward_time: 61.6111412048, weight_update_time: 0.1306789070, other_time: 2.4019203186
epoch time: 9.8979406357s, input_fired_time: 0.1026549712, output_fired_time: 0.0000000000, propagate_forward_time: 9.3578329086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374523163
validation[          , genome  6490] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:       957.55554, best error:       917.88177 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 113.8145523071s, input_fired_time: 0.9220806956, output_fired_time: 0.6648793817, propagate_forward_time: 47.0484733582, propagate_backward_time: 62.7516593933, weight_update_time: 0.1332353204, other_time: 2.4274635315
epoch time: 9.9589986801s, input_fired_time: 0.1029973328, output_fired_time: 0.0000000000, propagate_forward_time: 9.4176959991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383049011
validation[          , genome  6490] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1001.78461, best error:       917.88177 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 109.1175765991s, input_fired_time: 0.9004233479, output_fired_time: 0.6473265290, propagate_forward_time: 45.0864906311, propagate_backward_time: 60.1100997925, weight_update_time: 0.1281829625, other_time: 2.3732414246
epoch time: 8.6679706573s, input_fired_time: 0.0938226804, output_fired_time: 0.0000000000, propagate_forward_time: 8.1719322205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022159576
validation[          , genome  6490] predictions:    9708/  10000 (97.08%), best:    9716/10000 (97.16%), error:       989.73669, best error:       917.88177 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.0418472290s, input_fired_time: 0.9095211029, output_fired_time: 0.6571561694, propagate_forward_time: 45.7763748169, propagate_backward_time: 61.2925758362, weight_update_time: 0.1306669265, other_time: 2.4062156677
epoch time: 9.9261817932s, input_fired_time: 0.1029323563, output_fired_time: 0.0000000000, propagate_forward_time: 9.3852062225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380435944
validation[          , genome  6490] predictions:    9707/  10000 (97.07%), best:    9716/10000 (97.16%), error:       919.34717, best error:       917.88177 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.8673400879s, input_fired_time: 0.9236030579, output_fired_time: 0.6673716307, propagate_forward_time: 46.9437789917, propagate_backward_time: 62.9010581970, weight_update_time: 0.1339205205, other_time: 2.4315299988
epoch time: 9.9316749573s, input_fired_time: 0.1031267196, output_fired_time: 0.0000000000, propagate_forward_time: 9.3899345398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386138916
validation[          , genome  6490] predictions:    9672/  10000 (96.72%), best:    9716/10000 (97.16%), error:      1009.98126, best error:       917.88177 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.2444686890s, input_fired_time: 0.9305406809, output_fired_time: 0.6733772755, propagate_forward_time: 47.1418380737, propagate_backward_time: 63.0676269531, weight_update_time: 0.1336838454, other_time: 2.4310836792
epoch time: 9.9690084457s, input_fired_time: 0.1038052663, output_fired_time: 0.0000000000, propagate_forward_time: 9.4281883240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370145798
validation[          , genome  6490] predictions:    9699/  10000 (96.99%), best:    9716/10000 (97.16%), error:       965.76581, best error:       917.88177 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.1552429199s, input_fired_time: 0.9251556993, output_fired_time: 0.6697706580, propagate_forward_time: 47.1434020996, propagate_backward_time: 62.9944801331, weight_update_time: 0.1338962615, other_time: 2.4224357605
epoch time: 9.9712381363s, input_fired_time: 0.1039937958, output_fired_time: 0.0000000000, propagate_forward_time: 9.4297914505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374532700
validation[          , genome  6490] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       886.40820, best error:       886.40820 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 113.1737976074s, input_fired_time: 0.9230886102, output_fired_time: 0.6647334099, propagate_forward_time: 46.6699867249, propagate_backward_time: 62.4841194153, weight_update_time: 0.1323018074, other_time: 2.4318656921
epoch time: 9.9225416183s, input_fired_time: 0.1043915600, output_fired_time: 0.0000000000, propagate_forward_time: 9.3781757355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399747849
validation[          , genome  6490] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       867.84839, best error:       867.84839 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.5796127319s, input_fired_time: 0.9248504639, output_fired_time: 0.6669660807, propagate_forward_time: 46.8349075317, propagate_backward_time: 62.7236366272, weight_update_time: 0.1326334029, other_time: 2.4292488098
epoch time: 9.9547815323s, input_fired_time: 0.1036958918, output_fired_time: 0.0000000000, propagate_forward_time: 9.4095125198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415731430
validation[          , genome  6490] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:       947.27942, best error:       867.84839 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.8799209595s, input_fired_time: 0.9274967313, output_fired_time: 0.6678582430, propagate_forward_time: 46.9883613586, propagate_backward_time: 62.8709449768, weight_update_time: 0.1330489516, other_time: 2.4252586365
epoch time: 9.8851032257s, input_fired_time: 0.1028527990, output_fired_time: 0.0000000000, propagate_forward_time: 9.3465690613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356813431
validation[          , genome  6490] predictions:    9686/  10000 (96.86%), best:    9733/10000 (97.33%), error:       960.78430, best error:       867.84839 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 113.7653808594s, input_fired_time: 0.9303695560, output_fired_time: 0.6717519164, propagate_forward_time: 46.9401092529, propagate_backward_time: 62.8006362915, weight_update_time: 0.1334242374, other_time: 2.4225158691
epoch time: 9.9331064224s, input_fired_time: 0.1039068699, output_fired_time: 0.0000000000, propagate_forward_time: 9.3912496567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379501343
validation[          , genome  6490] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       906.28766, best error:       867.84839 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.6123046875s, input_fired_time: 0.9258868098, output_fired_time: 0.6658164859, propagate_forward_time: 46.9049072266, propagate_backward_time: 62.6951637268, weight_update_time: 0.1329880953, other_time: 2.4205284119
epoch time: 9.9826440811s, input_fired_time: 0.1037954092, output_fired_time: 0.0000000000, propagate_forward_time: 9.4417009354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371480942
validation[          , genome  6490] predictions:    9714/  10000 (97.14%), best:    9733/10000 (97.33%), error:       935.05945, best error:       867.84839 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 113.4718933105s, input_fired_time: 0.9242447019, output_fired_time: 0.6656221151, propagate_forward_time: 47.0062904358, propagate_backward_time: 62.4757537842, weight_update_time: 0.1328617781, other_time: 2.3999786377
epoch time: 9.9253873825s, input_fired_time: 0.1032018289, output_fired_time: 0.0000000000, propagate_forward_time: 9.3866586685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355268478
validation[          , genome  6490] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       931.99255, best error:       867.84839 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 113.7889633179s, input_fired_time: 0.9197667241, output_fired_time: 0.6560711861, propagate_forward_time: 46.3759040833, propagate_backward_time: 63.4057159424, weight_update_time: 0.1337966174, other_time: 2.4315032959
epoch time: 10.0076980591s, input_fired_time: 0.1039638296, output_fired_time: 0.0000000000, propagate_forward_time: 9.4642438889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394903183
validation[          , genome  6490] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:       959.72601, best error:       867.84839 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.8908691406s, input_fired_time: 0.9274494648, output_fired_time: 0.6656131744, propagate_forward_time: 47.0742263794, propagate_backward_time: 62.7963409424, weight_update_time: 0.1328466237, other_time: 2.4272384644
epoch time: 9.7989397049s, input_fired_time: 0.1030890197, output_fired_time: 0.0000000000, propagate_forward_time: 9.2679786682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278717041
validation[          , genome  6490] predictions:    9710/  10000 (97.10%), best:    9733/10000 (97.33%), error:       989.83978, best error:       867.84839 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.8417968750s, input_fired_time: 0.9323580861, output_fired_time: 0.6690602303, propagate_forward_time: 46.9486656189, propagate_backward_time: 62.8627891541, weight_update_time: 0.1336970031, other_time: 2.4289283752
epoch time: 9.9849224091s, input_fired_time: 0.1055925786, output_fired_time: 0.0000000000, propagate_forward_time: 9.4394302368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398994446
validation[          , genome  6490] predictions:    9736/  10000 (97.36%), best:    9733/10000 (97.33%), error:       878.75305, best error:       867.84839 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 113.5481185913s, input_fired_time: 0.9270946980, output_fired_time: 0.6634336710, propagate_forward_time: 46.8828582764, propagate_backward_time: 62.6544609070, weight_update_time: 0.1325504482, other_time: 2.4202690125
epoch time: 9.9433498383s, input_fired_time: 0.1044059619, output_fired_time: 0.0000000000, propagate_forward_time: 9.4049348831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340085983
validation[          , genome  6490] predictions:    9691/  10000 (96.91%), best:    9733/10000 (97.33%), error:      1059.54504, best error:       867.84839 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.3990478516s, input_fired_time: 0.9274057746, output_fired_time: 0.6646772027, propagate_forward_time: 46.7991561890, propagate_backward_time: 62.5847740173, weight_update_time: 0.1324832290, other_time: 2.4230308533
epoch time: 9.8956670761s, input_fired_time: 0.1044667438, output_fired_time: 0.0000000000, propagate_forward_time: 9.3557672501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354333878
validation[          , genome  6490] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:       903.42810, best error:       867.84839 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 110.7021102905s, input_fired_time: 0.9132751822, output_fired_time: 0.6523714662, propagate_forward_time: 45.6692848206, propagate_backward_time: 61.0740699768, weight_update_time: 0.1298372895, other_time: 2.3931045532
epoch time: 9.9206190109s, input_fired_time: 0.1037986130, output_fired_time: 0.0000000000, propagate_forward_time: 9.3781003952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387197495
validation[          , genome  6490] predictions:    9732/  10000 (97.32%), best:    9733/10000 (97.33%), error:       906.17743, best error:       867.84839 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.9544067383s, input_fired_time: 0.9329056740, output_fired_time: 0.6716723442, propagate_forward_time: 46.9962539673, propagate_backward_time: 62.9210166931, weight_update_time: 0.1334548742, other_time: 2.4325599670
epoch time: 9.4678497314s, input_fired_time: 0.1009920463, output_fired_time: 0.0000000000, propagate_forward_time: 8.9441337585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227237701
validation[          , genome  6490] predictions:    9624/  10000 (96.24%), best:    9733/10000 (97.33%), error:      1157.17212, best error:       867.84839 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.5972747803s, input_fired_time: 0.9123796821, output_fired_time: 0.6487908959, propagate_forward_time: 45.2047119141, propagate_backward_time: 60.4451522827, weight_update_time: 0.1292047650, other_time: 2.3862457275
epoch time: 9.9694919586s, input_fired_time: 0.1046671569, output_fired_time: 0.0000000000, propagate_forward_time: 9.4260292053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387960434
validation[          , genome  6490] predictions:    9714/  10000 (97.14%), best:    9733/10000 (97.33%), error:       980.31677, best error:       867.84839 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 112.9185409546s, input_fired_time: 0.9275979400, output_fired_time: 0.6628362536, propagate_forward_time: 46.6138305664, propagate_backward_time: 62.2964820862, weight_update_time: 0.1318016499, other_time: 2.4177970886
epoch time: 9.9596643448s, input_fired_time: 0.1045260131, output_fired_time: 0.0000000000, propagate_forward_time: 9.4173727036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377660751
validation[          , genome  6490] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       943.63373, best error:       867.84839 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.3162765503s, input_fired_time: 0.9116120934, output_fired_time: 0.6465283036, propagate_forward_time: 45.5664100647, propagate_backward_time: 60.8100128174, weight_update_time: 0.1292101890, other_time: 2.3817100525
epoch time: 9.9559116364s, input_fired_time: 0.1051782593, output_fired_time: 0.0000000000, propagate_forward_time: 9.4118518829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388818741
validation[          , genome  6490] predictions:    9706/  10000 (97.06%), best:    9733/10000 (97.33%), error:       970.58856, best error:       867.84839 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.6641311646s, input_fired_time: 0.9308509231, output_fired_time: 0.6671388149, propagate_forward_time: 46.9227066040, propagate_backward_time: 62.7225837708, weight_update_time: 0.1330844760, other_time: 2.4208564758
epoch time: 9.9712162018s, input_fired_time: 0.1053252146, output_fired_time: 0.0000000000, propagate_forward_time: 9.4281120300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377794266
validation[          , genome  6490] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       937.56024, best error:       867.84839 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.4418029785s, input_fired_time: 0.9386584759, output_fired_time: 0.6755298376, propagate_forward_time: 47.1862335205, propagate_backward_time: 63.2055015564, weight_update_time: 0.1336920559, other_time: 2.4358787537
epoch time: 9.9794340134s, input_fired_time: 0.1041067317, output_fired_time: 0.0000000000, propagate_forward_time: 9.4354200363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399070740
validation[          , genome  6490] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       865.68842, best error:       865.68842 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.1056137085s, input_fired_time: 0.9452378750, output_fired_time: 0.6696829200, propagate_forward_time: 47.0951805115, propagate_backward_time: 62.9495506287, weight_update_time: 0.1333536804, other_time: 2.4459571838
epoch time: 9.8582248688s, input_fired_time: 0.1036960930, output_fired_time: 0.0000000000, propagate_forward_time: 9.3173236847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372053146
validation[          , genome  6490] predictions:    9674/  10000 (96.74%), best:    9732/10000 (97.32%), error:      1049.76965, best error:       865.68842 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.0927658081s, input_fired_time: 0.9381560087, output_fired_time: 0.6765871644, propagate_forward_time: 47.0301513672, propagate_backward_time: 63.0058670044, weight_update_time: 0.1340255886, other_time: 2.4420013428
epoch time: 9.9507484436s, input_fired_time: 0.1044102460, output_fired_time: 0.0000000000, propagate_forward_time: 9.4058704376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404678345
validation[          , genome  6490] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       914.36194, best error:       865.68842 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.0706329346s, input_fired_time: 0.9380396008, output_fired_time: 0.6751558781, propagate_forward_time: 47.0360870361, propagate_backward_time: 62.9785003662, weight_update_time: 0.1340724975, other_time: 2.4428482056
epoch time: 9.9958715439s, input_fired_time: 0.1057876274, output_fired_time: 0.0000000000, propagate_forward_time: 9.4492568970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408273697
validation[          , genome  6490] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       848.68628, best error:       848.68628 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.3668060303s, input_fired_time: 0.9382038713, output_fired_time: 0.6708082557, propagate_forward_time: 47.2239875793, propagate_backward_time: 63.0936317444, weight_update_time: 0.1341837347, other_time: 2.4401817322
epoch time: 9.9857769012s, input_fired_time: 0.1054831669, output_fired_time: 0.0000000000, propagate_forward_time: 9.4398670197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404268265
validation[          , genome  6490] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:       961.32721, best error:       848.68628 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.1735687256s, input_fired_time: 0.9399052262, output_fired_time: 0.6684719920, propagate_forward_time: 47.1323280334, propagate_backward_time: 62.9972229004, weight_update_time: 0.1341095269, other_time: 2.4356384277
epoch time: 9.9874372482s, input_fired_time: 0.1063683927, output_fired_time: 0.0000000000, propagate_forward_time: 9.4405698776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404993057
validation[          , genome  6490] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       847.72577, best error:       847.72577 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.2503662109s, input_fired_time: 0.9399734735, output_fired_time: 0.6693236232, propagate_forward_time: 47.1171188354, propagate_backward_time: 63.0746459961, weight_update_time: 0.1334266812, other_time: 2.4493026733
epoch time: 10.0414066315s, input_fired_time: 0.1065864414, output_fired_time: 0.0000000000, propagate_forward_time: 9.4891977310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456224442
validation[          , genome  6490] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       891.62634, best error:       847.72577 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 113.5318298340s, input_fired_time: 0.9388750792, output_fired_time: 0.6705585718, propagate_forward_time: 46.7675666809, propagate_backward_time: 62.7127151489, weight_update_time: 0.1330035776, other_time: 2.4421157837
epoch time: 9.9707880020s, input_fired_time: 0.1061499640, output_fired_time: 0.0000000000, propagate_forward_time: 9.4247875214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398508072
validation[          , genome  6490] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:       980.09161, best error:       847.72577 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 113.7413024902s, input_fired_time: 0.9393061996, output_fired_time: 0.6716008186, propagate_forward_time: 46.8804550171, propagate_backward_time: 62.8171882629, weight_update_time: 0.1335133165, other_time: 2.4327507019
epoch time: 10.0031709671s, input_fired_time: 0.1064172238, output_fired_time: 0.0000000000, propagate_forward_time: 9.4547815323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419717789
validation[          , genome  6490] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       882.68811, best error:       847.72577 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.0128860474s, input_fired_time: 0.9399750233, output_fired_time: 0.6728866100, propagate_forward_time: 46.9688568115, propagate_backward_time: 62.9905815125, weight_update_time: 0.1339257210, other_time: 2.4405860901
epoch time: 9.9780969620s, input_fired_time: 0.1060348675, output_fired_time: 0.0000000000, propagate_forward_time: 9.4312801361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407815933
validation[          , genome  6490] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:       947.43365, best error:       847.72577 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.8161773682s, input_fired_time: 0.9374905825, output_fired_time: 0.6701518297, propagate_forward_time: 46.9247169495, propagate_backward_time: 62.8449249268, weight_update_time: 0.1339320838, other_time: 2.4388885498
epoch time: 9.9554939270s, input_fired_time: 0.1052824408, output_fired_time: 0.0000000000, propagate_forward_time: 9.4158725739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343385696
validation[          , genome  6490] predictions:    9635/  10000 (96.35%), best:    9744/10000 (97.44%), error:      1131.57971, best error:       847.72577 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.0319366455s, input_fired_time: 0.9379490018, output_fired_time: 0.6675811410, propagate_forward_time: 47.0148468018, propagate_backward_time: 62.9782867432, weight_update_time: 0.1335552037, other_time: 2.4332733154
epoch time: 9.7614564896s, input_fired_time: 0.1049534231, output_fired_time: 0.0000000000, propagate_forward_time: 9.2223510742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341516495
validation[          , genome  6490] predictions:    9707/  10000 (97.07%), best:    9744/10000 (97.44%), error:       909.99176, best error:       847.72577 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.4150466919s, input_fired_time: 0.9400187135, output_fired_time: 0.6705079675, propagate_forward_time: 47.2084617615, propagate_backward_time: 63.1718711853, weight_update_time: 0.1338278204, other_time: 2.4241828918
epoch time: 9.9889612198s, input_fired_time: 0.1056495681, output_fired_time: 0.0000000000, propagate_forward_time: 9.4452667236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380445480
validation[          , genome  6490] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       878.94763, best error:       847.72577 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 114.4295196533s, input_fired_time: 0.9418159723, output_fired_time: 0.6708068252, propagate_forward_time: 47.2149047852, propagate_backward_time: 63.1761627197, weight_update_time: 0.1339945495, other_time: 2.4258270264
epoch time: 9.9881839752s, input_fired_time: 0.1064616740, output_fired_time: 0.0000000000, propagate_forward_time: 9.4437246323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379978180
validation[          , genome  6490] predictions:    9677/  10000 (96.77%), best:    9744/10000 (97.44%), error:      1060.15759, best error:       847.72577 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.5697708130s, input_fired_time: 0.9402523637, output_fired_time: 0.6685715318, propagate_forward_time: 46.8462295532, propagate_backward_time: 62.6918716431, weight_update_time: 0.1330623925, other_time: 2.4228439331
epoch time: 9.6917362213s, input_fired_time: 0.1042669266, output_fired_time: 0.0000000000, propagate_forward_time: 9.1557731628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316959381
validation[          , genome  6490] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:      1031.84790, best error:       847.72577 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 113.9976119995s, input_fired_time: 0.9407216311, output_fired_time: 0.6686722040, propagate_forward_time: 47.0568046570, propagate_backward_time: 62.8942565918, weight_update_time: 0.1330030113, other_time: 2.4371643066
epoch time: 9.9765739441s, input_fired_time: 0.1057818159, output_fired_time: 0.0000000000, propagate_forward_time: 9.4316291809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391632080
validation[          , genome  6490] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:       974.61584, best error:       847.72577 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 114.1168365479s, input_fired_time: 0.9396790266, output_fired_time: 0.6676598787, propagate_forward_time: 47.1498527527, propagate_backward_time: 62.9228172302, weight_update_time: 0.1332311034, other_time: 2.4368171692
epoch time: 9.9945220947s, input_fired_time: 0.1066608652, output_fired_time: 0.0000000000, propagate_forward_time: 9.4473361969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405250549
validation[          , genome  6490] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       872.22156, best error:       847.72577 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.2524642944s, input_fired_time: 0.9458971024, output_fired_time: 0.6735656857, propagate_forward_time: 47.0829620361, propagate_backward_time: 63.1082954407, weight_update_time: 0.1335663795, other_time: 2.4417381287
epoch time: 9.9740934372s, input_fired_time: 0.1071659476, output_fired_time: 0.0000000000, propagate_forward_time: 9.4274959564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394311905
validation[          , genome  6490] predictions:    9735/  10000 (97.35%), best:    9744/10000 (97.44%), error:       860.81299, best error:       847.72577 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 113.1275253296s, input_fired_time: 0.9382281303, output_fired_time: 0.6656476259, propagate_forward_time: 46.7059974670, propagate_backward_time: 62.3984947205, weight_update_time: 0.1332515478, other_time: 2.4191627502
epoch time: 9.7700510025s, input_fired_time: 0.1052883044, output_fired_time: 0.0000000000, propagate_forward_time: 9.2290458679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357166290
validation[          , genome  6490] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       958.88611, best error:       847.72577 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 113.3602371216s, input_fired_time: 0.9417940974, output_fired_time: 0.6691488028, propagate_forward_time: 46.7401084900, propagate_backward_time: 62.5729789734, weight_update_time: 0.1327574849, other_time: 2.4362068176
epoch time: 9.9833707809s, input_fired_time: 0.1067892686, output_fired_time: 0.0000000000, propagate_forward_time: 9.4369878769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395933151
validation[          , genome  6490] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       894.01312, best error:       847.72577 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 113.2905654907s, input_fired_time: 0.9350481629, output_fired_time: 0.6618513465, propagate_forward_time: 46.8137969971, propagate_backward_time: 62.4546165466, weight_update_time: 0.1322269291, other_time: 2.4252510071
epoch time: 9.6031389236s, input_fired_time: 0.1035490334, output_fired_time: 0.0000000000, propagate_forward_time: 9.0688076019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307823181
validation[          , genome  6490] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       910.85144, best error:       847.72577 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 113.3404769897s, input_fired_time: 0.9387825727, output_fired_time: 0.6684325337, propagate_forward_time: 46.7603454590, propagate_backward_time: 62.5500907898, weight_update_time: 0.1329104304, other_time: 2.4228248596
epoch time: 9.8008594513s, input_fired_time: 0.1048440635, output_fired_time: 0.0000000000, propagate_forward_time: 9.2650671005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309482574
validation[          , genome  6490] predictions:    9737/  10000 (97.37%), best:    9744/10000 (97.44%), error:       863.17126, best error:       847.72577 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 113.8773651123s, input_fired_time: 0.9430158734, output_fired_time: 0.6723068953, propagate_forward_time: 46.9112243652, propagate_backward_time: 62.9136352539, weight_update_time: 0.1336558908, other_time: 2.4371795654
epoch time: 9.9626789093s, input_fired_time: 0.1065389365, output_fired_time: 0.0000000000, propagate_forward_time: 9.4166135788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395265579
validation[          , genome  6490] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:       953.53369, best error:       847.72577 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.9411697388s, input_fired_time: 0.9346032143, output_fired_time: 0.6613051295, propagate_forward_time: 46.2236938477, propagate_backward_time: 61.7128143311, weight_update_time: 0.1312726587, other_time: 2.4087524414
epoch time: 9.6533012390s, input_fired_time: 0.1035692170, output_fired_time: 0.0000000000, propagate_forward_time: 9.1199750900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297571182
validation[          , genome  6490] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       893.27429, best error:       847.72577 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 112.7690277100s, input_fired_time: 0.9366624355, output_fired_time: 0.6625645757, propagate_forward_time: 46.5752906799, propagate_backward_time: 62.1805076599, weight_update_time: 0.1320594549, other_time: 2.4140052795
epoch time: 9.1942272186s, input_fired_time: 0.1008959189, output_fired_time: 0.0000000000, propagate_forward_time: 8.6751270294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182043076
validation[          , genome  6490] predictions:    9741/  10000 (97.41%), best:    9744/10000 (97.44%), error:       849.31580, best error:       847.72577 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.1314773560s, input_fired_time: 0.9406118393, output_fired_time: 0.6653090715, propagate_forward_time: 46.6356582642, propagate_backward_time: 62.4747009277, weight_update_time: 0.1328385621, other_time: 2.4151992798
epoch time: 9.9603033066s, input_fired_time: 0.1071432605, output_fired_time: 0.0000000000, propagate_forward_time: 9.4146699905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384899139
validation[          , genome  6490] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       955.12903, best error:       847.72577 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.1922454834s, input_fired_time: 0.9459940791, output_fired_time: 0.6726711988, propagate_forward_time: 47.0766944885, propagate_backward_time: 63.0670471191, weight_update_time: 0.1336348653, other_time: 2.4298400879
epoch time: 9.9847526550s, input_fired_time: 0.1074489206, output_fired_time: 0.0000000000, propagate_forward_time: 9.4381246567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391794205
validation[          , genome  6490] predictions:    9704/  10000 (97.04%), best:    9744/10000 (97.44%), error:       950.53339, best error:       847.72577 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.7882385254s, input_fired_time: 0.9424154162, output_fired_time: 0.6694701314, propagate_forward_time: 46.8733100891, propagate_backward_time: 62.8852539062, weight_update_time: 0.1336179376, other_time: 2.4177856445
epoch time: 9.9850740433s, input_fired_time: 0.1076165885, output_fired_time: 0.0000000000, propagate_forward_time: 9.4390363693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384212494
validation[          , genome  6490] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       922.93127, best error:       847.72577 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 114.3906707764s, input_fired_time: 0.9474483132, output_fired_time: 0.6737827063, propagate_forward_time: 47.1522293091, propagate_backward_time: 63.1863479614, weight_update_time: 0.1338964254, other_time: 2.4308624268
epoch time: 9.9838294983s, input_fired_time: 0.1073074862, output_fired_time: 0.0000000000, propagate_forward_time: 9.4386739731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378480911
validation[          , genome  6490] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       910.33698, best error:       847.72577 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 114.3731231689s, input_fired_time: 0.9471698999, output_fired_time: 0.6719373465, propagate_forward_time: 47.1337471008, propagate_backward_time: 63.1800193787, weight_update_time: 0.1340908855, other_time: 2.4402503967
epoch time: 9.9939060211s, input_fired_time: 0.1076881066, output_fired_time: 0.0000000000, propagate_forward_time: 9.4452896118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409284592
validation[          , genome  6490] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:       951.50995, best error:       847.72577 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.5122146606s, input_fired_time: 0.9534571171, output_fired_time: 0.6794570684, propagate_forward_time: 47.1110382080, propagate_backward_time: 63.3232650757, weight_update_time: 0.1342799962, other_time: 2.4449920654
epoch time: 9.9731302261s, input_fired_time: 0.1082074046, output_fired_time: 0.0000000000, propagate_forward_time: 9.4265422821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383802414
validation[          , genome  6490] predictions:    9729/  10000 (97.29%), best:    9744/10000 (97.44%), error:       893.01135, best error:       847.72577 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 113.5104141235s, input_fired_time: 0.9429242611, output_fired_time: 0.6622646451, propagate_forward_time: 46.9033393860, propagate_backward_time: 62.5656661987, weight_update_time: 0.1326718926, other_time: 2.4362258911
epoch time: 9.9703550339s, input_fired_time: 0.1083310172, output_fired_time: 0.0000000000, propagate_forward_time: 9.4234848022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385395050
validation[          , genome  6490] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       915.95728, best error:       847.72577 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 114.2306518555s, input_fired_time: 0.9476875067, output_fired_time: 0.6674613357, propagate_forward_time: 47.1432685852, propagate_backward_time: 63.0326576233, weight_update_time: 0.1335029602, other_time: 2.4395866394
epoch time: 9.9736204147s, input_fired_time: 0.1084853858, output_fired_time: 0.0000000000, propagate_forward_time: 9.4256582260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394769669
validation[          , genome  6490] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1111.76196, best error:       847.72577 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 114.3448181152s, input_fired_time: 0.9506534338, output_fired_time: 0.6731248498, propagate_forward_time: 47.1336479187, propagate_backward_time: 63.1382598877, weight_update_time: 0.1335753947, other_time: 2.4491271973
epoch time: 9.9773225784s, input_fired_time: 0.1073866487, output_fired_time: 0.0000000000, propagate_forward_time: 9.4301204681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398155212
validation[          , genome  6490] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       911.87610, best error:       847.72577 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.0492782593s, input_fired_time: 0.9493417144, output_fired_time: 0.6711057425, propagate_forward_time: 47.0336723328, propagate_backward_time: 62.9642562866, weight_update_time: 0.1331803501, other_time: 2.4309005737
epoch time: 9.9699850082s, input_fired_time: 0.1089002416, output_fired_time: 0.0000000000, propagate_forward_time: 9.4230022430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380826950
validation[          , genome  6490] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:       981.74384, best error:       847.72577 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.5015563965s, input_fired_time: 0.9529637098, output_fired_time: 0.6768407226, propagate_forward_time: 47.1907234192, propagate_backward_time: 63.2510032654, weight_update_time: 0.1340506226, other_time: 2.4300270081
epoch time: 9.9919214249s, input_fired_time: 0.1084198430, output_fired_time: 0.0000000000, propagate_forward_time: 9.4452466965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382553101
validation[          , genome  6490] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       946.01593, best error:       847.72577 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.4561080933s, input_fired_time: 0.9519350529, output_fired_time: 0.6729512215, propagate_forward_time: 47.2051811218, propagate_backward_time: 63.1978569031, weight_update_time: 0.1339250803, other_time: 2.4281806946
epoch time: 9.9899539948s, input_fired_time: 0.1080044657, output_fired_time: 0.0000000000, propagate_forward_time: 9.4433135986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386358261
validation[          , genome  6490] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       955.71753, best error:       847.72577 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.5299987793s, input_fired_time: 0.9532287717, output_fired_time: 0.6754590869, propagate_forward_time: 47.2091026306, propagate_backward_time: 63.2616119385, weight_update_time: 0.1343012899, other_time: 2.4305877686
epoch time: 9.8626422882s, input_fired_time: 0.1067057326, output_fired_time: 0.0000000000, propagate_forward_time: 9.3289012909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270353317
validation[          , genome  6490] predictions:    9736/  10000 (97.36%), best:    9744/10000 (97.44%), error:       895.26288, best error:       847.72577 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.4025192261s, input_fired_time: 0.9506545663, output_fired_time: 0.6699386835, propagate_forward_time: 47.2302665710, propagate_backward_time: 63.1297607422, weight_update_time: 0.1337983608, other_time: 2.4219055176
epoch time: 9.9858360291s, input_fired_time: 0.1077231094, output_fired_time: 0.0000000000, propagate_forward_time: 9.4423360825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357767105
validation[          , genome  6490] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       919.51813, best error:       847.72577 on epoch:    67, 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: 50.0253639221s, input_fired_time: 0.5343202353, output_fired_time: 0.0000000000, propagate_forward_time: 47.2619819641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2290611267
best training[          , genome  6490] predictions:   49554/  50000 (99.11%), best:    9744/10000 (97.44%), error:      1812.90796, best error:       847.72577 on epoch:    67, 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: 9.9990415573s, input_fired_time: 0.1050522029, output_fired_time: 0.0000000000, propagate_forward_time: 9.4532251358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407644272
   testing[          , genome  6490] predictions:    9761/  10000 (97.61%), best:    9744/10000 (97.44%), error:       784.25836, best error:       847.72577 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:04:49 (72889): called boinc_finish(0)

</stderr_txt>
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