Nameexact_genome_1512568488_43_7080_1
Workunit2606666
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:50:00 UTC
Report deadline19 Dec 2017, 20:12:25 UTC
Received8 Dec 2017, 10:39:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 19 min 51 sec
CPU time3 hours 19 min 51 sec
Validate stateValid
Credit2,962.23
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.90 MB
Peak swap size153.68 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 110.7491378784s, input_fired_time: 1.2796736956, output_fired_time: 0.7603249550, propagate_forward_time: 43.7243270874, propagate_backward_time: 62.6728630066, weight_update_time: 0.0974838510, other_time: 2.3119544983
epoch time: 9.3178062439s, input_fired_time: 0.1372565925, output_fired_time: 0.0000000000, propagate_forward_time: 8.7842445374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963050842
validation[          , genome  7080] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       982.58923, best error:       982.58923 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 109.4295043945s, input_fired_time: 1.2602950335, output_fired_time: 0.7524337769, propagate_forward_time: 43.2158317566, propagate_backward_time: 61.9775924683, weight_update_time: 0.0971647799, other_time: 2.2233505249
epoch time: 8.9996318817s, input_fired_time: 0.1299585849, output_fired_time: 0.0000000000, propagate_forward_time: 8.5008192062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688545227
validation[          , genome  7080] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:      1049.45874, best error:       982.58923 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 108.4928894043s, input_fired_time: 1.2400228977, output_fired_time: 0.7463206649, propagate_forward_time: 42.8293342590, propagate_backward_time: 61.5129661560, weight_update_time: 0.0967111140, other_time: 2.1642456055
epoch time: 9.0009136200s, input_fired_time: 0.1295029074, output_fired_time: 0.0000000000, propagate_forward_time: 8.5042867661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671236038
validation[          , genome  7080] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1008.38361, best error:       982.58923 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 108.3039627075s, input_fired_time: 1.2284429073, output_fired_time: 0.7446746826, propagate_forward_time: 42.7428054810, propagate_backward_time: 61.4253807068, weight_update_time: 0.0965105742, other_time: 2.1626625061
epoch time: 9.0219478607s, input_fired_time: 0.1314535737, output_fired_time: 0.0000000000, propagate_forward_time: 8.5175552368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729391098
validation[          , genome  7080] predictions:    9640/  10000 (96.40%), best:    9713/10000 (97.13%), error:      1119.22009, best error:       982.58923 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.6807937622s, input_fired_time: 1.2456440926, output_fired_time: 0.7483997941, propagate_forward_time: 42.9059181213, propagate_backward_time: 61.5798797607, weight_update_time: 0.0969128236, other_time: 2.2009544373
epoch time: 9.0893611908s, input_fired_time: 0.1325596422, output_fired_time: 0.0000000000, propagate_forward_time: 8.5843372345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724641800
validation[          , genome  7080] predictions:    9691/  10000 (96.91%), best:    9713/10000 (97.13%), error:      1005.90588, best error:       982.58923 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.8818588257s, input_fired_time: 1.2484138012, output_fired_time: 0.7510395050, propagate_forward_time: 42.9979934692, propagate_backward_time: 61.7166137695, weight_update_time: 0.0970934480, other_time: 2.1678009033
epoch time: 9.0332393646s, input_fired_time: 0.1338945180, output_fired_time: 0.0000000000, propagate_forward_time: 8.5234861374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758583069
validation[          , genome  7080] predictions:    9656/  10000 (96.56%), best:    9713/10000 (97.13%), error:      1175.90161, best error:       982.58923 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.7955780029s, input_fired_time: 1.2510780096, output_fired_time: 0.7481881976, propagate_forward_time: 42.9871025085, propagate_backward_time: 61.6330451965, weight_update_time: 0.0960520208, other_time: 2.1761627197
epoch time: 9.0489034653s, input_fired_time: 0.1346655041, output_fired_time: 0.0000000000, propagate_forward_time: 8.5404777527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737602234
validation[          , genome  7080] predictions:    9560/  10000 (95.60%), best:    9713/10000 (97.13%), error:      1442.19421, best error:       982.58923 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.3683319092s, input_fired_time: 1.2518438101, output_fired_time: 0.7522162795, propagate_forward_time: 43.2227668762, propagate_backward_time: 61.9637985229, weight_update_time: 0.0964056253, other_time: 2.1777114868
epoch time: 9.0363311768s, input_fired_time: 0.1333985627, output_fired_time: 0.0000000000, propagate_forward_time: 8.5299339294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729982376
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9713/10000 (97.13%), error:      1021.79822, best error:       982.58923 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.2075881958s, input_fired_time: 1.2491967678, output_fired_time: 0.7442541122, propagate_forward_time: 42.7230224609, propagate_backward_time: 61.3518676758, weight_update_time: 0.0964448377, other_time: 2.1392440796
epoch time: 9.0210752487s, input_fired_time: 0.1340221763, output_fired_time: 0.0000000000, propagate_forward_time: 8.5149698257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720836639
validation[          , genome  7080] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       957.37390, best error:       957.37390 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 110.4388351440s, input_fired_time: 1.2550498247, output_fired_time: 0.7583238482, propagate_forward_time: 43.6564102173, propagate_backward_time: 62.6061286926, weight_update_time: 0.0962924361, other_time: 2.1629219055
epoch time: 9.0154247284s, input_fired_time: 0.1351257563, output_fired_time: 0.0000000000, propagate_forward_time: 8.5106515884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696470261
validation[          , genome  7080] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       996.24188, best error:       957.37390 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.4822921753s, input_fired_time: 1.2497926950, output_fired_time: 0.7515871525, propagate_forward_time: 42.8621368408, propagate_backward_time: 61.4506835938, weight_update_time: 0.0966975763, other_time: 2.1680908203
epoch time: 9.0009193420s, input_fired_time: 0.1336219460, output_fired_time: 0.0000000000, propagate_forward_time: 8.5026426315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646545410
validation[          , genome  7080] predictions:    9696/  10000 (96.96%), best:    9725/10000 (97.25%), error:       969.36603, best error:       957.37390 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.7555770874s, input_fired_time: 1.2356975079, output_fired_time: 0.7407385111, propagate_forward_time: 42.5463180542, propagate_backward_time: 61.1185493469, weight_update_time: 0.0949522257, other_time: 2.1142768860
epoch time: 8.9798622131s, input_fired_time: 0.1279259473, output_fired_time: 0.0000000000, propagate_forward_time: 8.4972343445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547019958
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       881.07007, best error:       881.07007 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.8312683105s, input_fired_time: 1.2153975964, output_fired_time: 0.7513367534, propagate_forward_time: 42.6279792786, propagate_backward_time: 61.2238388062, weight_update_time: 0.0870271847, other_time: 2.0127143860
epoch time: 8.9793148041s, input_fired_time: 0.1280657053, output_fired_time: 0.0000000000, propagate_forward_time: 8.4962100983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550386429
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       827.39191, best error:       827.39191 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.7318801880s, input_fired_time: 1.2127641439, output_fired_time: 0.7437968850, propagate_forward_time: 42.5745811462, propagate_backward_time: 61.1819763184, weight_update_time: 0.0872263908, other_time: 2.0187644958
epoch time: 8.9844341278s, input_fired_time: 0.1284793317, output_fired_time: 0.0000000000, propagate_forward_time: 8.4982213974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577337265
validation[          , genome  7080] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       926.42920, best error:       827.39191 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.8251876831s, input_fired_time: 1.2142260075, output_fired_time: 0.7354734540, propagate_forward_time: 42.6104545593, propagate_backward_time: 61.2576637268, weight_update_time: 0.0870562196, other_time: 2.0073699951
epoch time: 8.9785900116s, input_fired_time: 0.1299772263, output_fired_time: 0.0000000000, propagate_forward_time: 8.4953937531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532190323
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:      1000.58704, best error:       827.39191 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.1761245728s, input_fired_time: 1.2182974815, output_fired_time: 0.7502726316, propagate_forward_time: 42.7886123657, propagate_backward_time: 61.3940925598, weight_update_time: 0.0871816576, other_time: 2.0248451233
epoch time: 8.9773788452s, input_fired_time: 0.1275159568, output_fired_time: 0.0000000000, propagate_forward_time: 8.4960832596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537797928
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9752/10000 (97.52%), error:       879.57648, best error:       827.39191 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.9048461914s, input_fired_time: 1.2124888897, output_fired_time: 0.7389351726, propagate_forward_time: 42.6437263489, propagate_backward_time: 61.3026847839, weight_update_time: 0.0872368738, other_time: 2.0070114136
epoch time: 8.9836435318s, input_fired_time: 0.1285967976, output_fired_time: 0.0000000000, propagate_forward_time: 8.4983749390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566713333
validation[          , genome  7080] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1054.20752, best error:       827.39191 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.0861740112s, input_fired_time: 1.2198230028, output_fired_time: 0.7438067198, propagate_forward_time: 42.6701812744, propagate_backward_time: 61.4192199707, weight_update_time: 0.0881478265, other_time: 2.0331420898
epoch time: 9.0044908524s, input_fired_time: 0.1336229742, output_fired_time: 0.0000000000, propagate_forward_time: 8.5068969727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639707565
validation[          , genome  7080] predictions:    9748/  10000 (97.48%), best:    9752/10000 (97.52%), error:       855.18500, best error:       827.39191 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 110.5346908569s, input_fired_time: 1.2474344969, output_fired_time: 0.7511861920, propagate_forward_time: 43.7688255310, propagate_backward_time: 62.6483764648, weight_update_time: 0.0932902098, other_time: 2.1188659668
epoch time: 9.1152667999s, input_fired_time: 0.1332663596, output_fired_time: 0.0000000000, propagate_forward_time: 8.6150217056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669786453
validation[          , genome  7080] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       896.26428, best error:       827.39191 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 108.5776672363s, input_fired_time: 1.2287980318, output_fired_time: 0.7384698987, propagate_forward_time: 42.8745384216, propagate_backward_time: 61.6917762756, weight_update_time: 0.0880462751, other_time: 2.0440826416
epoch time: 8.9945421219s, input_fired_time: 0.1290320903, output_fired_time: 0.0000000000, propagate_forward_time: 8.5066080093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589019775
validation[          , genome  7080] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       894.03833, best error:       827.39191 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.6923980713s, input_fired_time: 1.2486088276, output_fired_time: 0.7528743148, propagate_forward_time: 43.3524017334, propagate_backward_time: 62.2207336426, weight_update_time: 0.0927065015, other_time: 2.1177749634
epoch time: 9.0305738449s, input_fired_time: 0.1351935863, output_fired_time: 0.0000000000, propagate_forward_time: 8.5228443146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725357056
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       819.99982, best error:       819.99982 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.8257522583s, input_fired_time: 1.2652958632, output_fired_time: 0.7688452005, propagate_forward_time: 44.2915916443, propagate_backward_time: 63.3522262573, weight_update_time: 0.0939643085, other_time: 2.1477890015
epoch time: 10.2821350098s, input_fired_time: 0.1481212974, output_fired_time: 0.0000000000, propagate_forward_time: 9.7341470718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998670578
validation[          , genome  7080] predictions:    9664/  10000 (96.64%), best:    9747/10000 (97.47%), error:      1053.19067, best error:       819.99982 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.4599304199s, input_fired_time: 1.2778139114, output_fired_time: 0.7647894025, propagate_forward_time: 44.0668296814, propagate_backward_time: 63.1823959351, weight_update_time: 0.0975252241, other_time: 2.1680984497
epoch time: 9.7419624329s, input_fired_time: 0.1433982104, output_fired_time: 0.0000000000, propagate_forward_time: 9.2000188828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985452652
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       870.10480, best error:       819.99982 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.0206451416s, input_fired_time: 1.2586627007, output_fired_time: 0.7539661527, propagate_forward_time: 43.4630050659, propagate_backward_time: 62.4288902283, weight_update_time: 0.0933357179, other_time: 2.1161231995
epoch time: 9.1737632751s, input_fired_time: 0.1345661432, output_fired_time: 0.0000000000, propagate_forward_time: 8.6719226837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672742844
validation[          , genome  7080] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:       991.35223, best error:       819.99982 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 112.9881134033s, input_fired_time: 1.2578026056, output_fired_time: 0.7632691264, propagate_forward_time: 44.6247520447, propagate_backward_time: 64.2454833984, weight_update_time: 0.0908521786, other_time: 2.0968017578
epoch time: 9.1092166901s, input_fired_time: 0.1317733824, output_fired_time: 0.0000000000, propagate_forward_time: 8.6156148911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618288040
validation[          , genome  7080] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       804.46387, best error:       804.46387 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 109.8291168213s, input_fired_time: 1.2542188168, output_fired_time: 0.7469667196, propagate_forward_time: 43.3691596985, propagate_backward_time: 62.4019813538, weight_update_time: 0.0889219716, other_time: 2.0567893982
epoch time: 9.3472661972s, input_fired_time: 0.1352051795, output_fired_time: 0.0000000000, propagate_forward_time: 8.8413572311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707036972
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9753/10000 (97.53%), error:       840.71039, best error:       804.46387 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 110.1239700317s, input_fired_time: 1.2687427998, output_fired_time: 0.7477733493, propagate_forward_time: 43.4757766724, propagate_backward_time: 62.5340194702, weight_update_time: 0.0888658389, other_time: 2.0976562500
epoch time: 9.4770174026s, input_fired_time: 0.1373655647, output_fired_time: 0.0000000000, propagate_forward_time: 8.9614648819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781871796
validation[          , genome  7080] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       828.82227, best error:       804.46387 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.0914840698s, input_fired_time: 1.2783405781, output_fired_time: 0.7575058341, propagate_forward_time: 43.7630691528, propagate_backward_time: 63.1722297668, weight_update_time: 0.0894957036, other_time: 2.1203346252
epoch time: 9.3837852478s, input_fired_time: 0.1359339952, output_fired_time: 0.0000000000, propagate_forward_time: 8.8685359955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793153763
validation[          , genome  7080] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       895.57501, best error:       804.46387 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.9679489136s, input_fired_time: 1.2618068457, output_fired_time: 0.7524014711, propagate_forward_time: 43.8097648621, propagate_backward_time: 63.0507888794, weight_update_time: 0.0893479511, other_time: 2.0931777954
epoch time: 9.5253124237s, input_fired_time: 0.1388358921, output_fired_time: 0.0000000000, propagate_forward_time: 9.0087804794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776960373
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9753/10000 (97.53%), error:       822.73981, best error:       804.46387 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.6622467041s, input_fired_time: 1.3033506870, output_fired_time: 0.7768105865, propagate_forward_time: 45.4152793884, propagate_backward_time: 64.9481430054, weight_update_time: 0.0970530510, other_time: 2.2186660767
epoch time: 9.3770322800s, input_fired_time: 0.1383579671, output_fired_time: 0.0000000000, propagate_forward_time: 8.8627271652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759469986
validation[          , genome  7080] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       796.01361, best error:       796.01361 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.3820571899s, input_fired_time: 1.2636327744, output_fired_time: 0.7490592003, propagate_forward_time: 43.2510681152, propagate_backward_time: 61.9890632629, weight_update_time: 0.0942327753, other_time: 2.1292304993
epoch time: 9.0097961426s, input_fired_time: 0.1368436068, output_fired_time: 0.0000000000, propagate_forward_time: 8.5054960251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674564362
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9760/10000 (97.60%), error:       811.00739, best error:       796.01361 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.5048217773s, input_fired_time: 1.2785038948, output_fired_time: 0.7512283921, propagate_forward_time: 43.2665977478, propagate_backward_time: 62.0630989075, weight_update_time: 0.0961142108, other_time: 2.1453971863
epoch time: 9.1233100891s, input_fired_time: 0.1360171735, output_fired_time: 0.0000000000, propagate_forward_time: 8.6238002777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634929657
validation[          , genome  7080] predictions:    9726/  10000 (97.26%), best:    9760/10000 (97.60%), error:       968.96643, best error:       796.01361 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.6080627441s, input_fired_time: 1.2592245340, output_fired_time: 0.7683566809, propagate_forward_time: 43.7311019897, propagate_backward_time: 62.7531318665, weight_update_time: 0.0926731229, other_time: 2.0962486267
epoch time: 9.0206575394s, input_fired_time: 0.1368554384, output_fired_time: 0.0000000000, propagate_forward_time: 8.5164508820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673515320
validation[          , genome  7080] predictions:    9773/  10000 (97.73%), best:    9760/10000 (97.60%), error:       799.55774, best error:       796.01361 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 110.1105499268s, input_fired_time: 1.2809419632, output_fired_time: 0.7600632906, propagate_forward_time: 43.4895782471, propagate_backward_time: 62.4119796753, weight_update_time: 0.0970963016, other_time: 2.1679840088
epoch time: 9.1010189056s, input_fired_time: 0.1346023083, output_fired_time: 0.0000000000, propagate_forward_time: 8.5982408524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681755066
validation[          , genome  7080] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       893.04913, best error:       796.01361 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.5050277710s, input_fired_time: 1.2583169937, output_fired_time: 0.7598955631, propagate_forward_time: 43.7291183472, propagate_backward_time: 62.6630210876, weight_update_time: 0.0921368971, other_time: 2.0946769714
epoch time: 9.2183008194s, input_fired_time: 0.1320385188, output_fired_time: 0.0000000000, propagate_forward_time: 8.7231845856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630781174
validation[          , genome  7080] predictions:    9694/  10000 (96.94%), best:    9760/10000 (97.60%), error:      1005.24884, best error:       796.01361 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.5613250732s, input_fired_time: 1.2270129919, output_fired_time: 0.7304973006, propagate_forward_time: 42.5543403625, propagate_backward_time: 61.0538749695, weight_update_time: 0.0869544968, other_time: 1.9955978394
epoch time: 9.1635494232s, input_fired_time: 0.1325225681, output_fired_time: 0.0000000000, propagate_forward_time: 8.6702041626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608226776
validation[          , genome  7080] predictions:    9764/  10000 (97.64%), best:    9760/10000 (97.60%), error:       818.60614, best error:       796.01361 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.7527923584s, input_fired_time: 1.2269266844, output_fired_time: 0.7382985353, propagate_forward_time: 42.5624046326, propagate_backward_time: 61.2333679199, weight_update_time: 0.0868804231, other_time: 1.9917945862
epoch time: 9.0121068954s, input_fired_time: 0.1313454807, output_fired_time: 0.0000000000, propagate_forward_time: 8.5252103806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555507660
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       980.22443, best error:       796.01361 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.8010711670s, input_fired_time: 1.2296824455, output_fired_time: 0.7502666116, propagate_forward_time: 42.6431007385, propagate_backward_time: 61.1759338379, weight_update_time: 0.0871872753, other_time: 2.0020866394
epoch time: 8.9822578430s, input_fired_time: 0.1307612062, output_fired_time: 0.0000000000, propagate_forward_time: 8.4964513779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550453186
validation[          , genome  7080] predictions:    9761/  10000 (97.61%), best:    9760/10000 (97.60%), error:       817.12872, best error:       796.01361 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.7084503174s, input_fired_time: 1.2268326283, output_fired_time: 0.7475787401, propagate_forward_time: 42.5943183899, propagate_backward_time: 61.1310768127, weight_update_time: 0.0871084183, other_time: 2.0086441040
epoch time: 8.9838619232s, input_fired_time: 0.1312781423, output_fired_time: 0.0000000000, propagate_forward_time: 8.4974994659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550844193
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       870.19757, best error:       796.01361 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.8477783203s, input_fired_time: 1.2342511415, output_fired_time: 0.7458531260, propagate_forward_time: 42.6380195618, propagate_backward_time: 61.2130775452, weight_update_time: 0.0870837644, other_time: 2.0165786743
epoch time: 8.9993486404s, input_fired_time: 0.1321503222, output_fired_time: 0.0000000000, propagate_forward_time: 8.5101461411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570518494
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       832.12451, best error:       796.01361 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.0211334229s, input_fired_time: 1.2283823490, output_fired_time: 0.7433676124, propagate_forward_time: 42.7126998901, propagate_backward_time: 61.3196601868, weight_update_time: 0.0873982608, other_time: 2.0170173645
epoch time: 8.9838476181s, input_fired_time: 0.1307423264, output_fired_time: 0.0000000000, propagate_forward_time: 8.4970617294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560438156
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       842.15247, best error:       796.01361 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.5295867920s, input_fired_time: 1.2197992802, output_fired_time: 0.7325469851, propagate_forward_time: 42.5395927429, propagate_backward_time: 61.0414009094, weight_update_time: 0.0869413018, other_time: 1.9962463379
epoch time: 9.0860033035s, input_fired_time: 0.1300447136, output_fired_time: 0.0000000000, propagate_forward_time: 8.5981702805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577880859
validation[          , genome  7080] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       777.07013, best error:       777.07013 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.4756546021s, input_fired_time: 1.2106156349, output_fired_time: 0.7306209803, propagate_forward_time: 42.5241508484, propagate_backward_time: 61.0096626282, weight_update_time: 0.0870182514, other_time: 2.0006027222
epoch time: 8.9854307175s, input_fired_time: 0.1300134659, output_fired_time: 0.0000000000, propagate_forward_time: 8.4983654022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570518494
validation[          , genome  7080] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       884.00568, best error:       777.07013 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.3212814331s, input_fired_time: 1.2297306061, output_fired_time: 0.7395161390, propagate_forward_time: 42.8162918091, propagate_backward_time: 61.5018234253, weight_update_time: 0.0873579606, other_time: 2.0339202881
epoch time: 9.1470527649s, input_fired_time: 0.1324761063, output_fired_time: 0.0000000000, propagate_forward_time: 8.6532573700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613195419
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       848.46765, best error:       777.07013 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.5007019043s, input_fired_time: 1.2797119617, output_fired_time: 0.7738198638, propagate_forward_time: 45.2975349426, propagate_backward_time: 65.0330886841, weight_update_time: 0.0924976096, other_time: 2.1165542603
epoch time: 9.4320659637s, input_fired_time: 0.1346320212, output_fired_time: 0.0000000000, propagate_forward_time: 8.9288578033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685760498
validation[          , genome  7080] predictions:    9680/  10000 (96.80%), best:    9777/10000 (97.77%), error:       992.25684, best error:       777.07013 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.9802169800s, input_fired_time: 1.2804753780, output_fired_time: 0.7640608549, propagate_forward_time: 44.2209434509, propagate_backward_time: 63.6172981262, weight_update_time: 0.0903204232, other_time: 2.0974388123
epoch time: 9.3037538528s, input_fired_time: 0.1372110546, output_fired_time: 0.0000000000, propagate_forward_time: 8.7960586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704843521
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       949.78271, best error:       777.07013 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.9746932983s, input_fired_time: 1.2703735828, output_fired_time: 0.7479335070, propagate_forward_time: 43.4656486511, propagate_backward_time: 62.4345054626, weight_update_time: 0.0890830532, other_time: 2.0562324524
epoch time: 9.5195379257s, input_fired_time: 0.1393275261, output_fired_time: 0.0000000000, propagate_forward_time: 9.0046949387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755159378
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       760.73315, best error:       760.73315 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.8859634399s, input_fired_time: 1.2556664944, output_fired_time: 0.7441233993, propagate_forward_time: 43.0431404114, propagate_backward_time: 61.8097305298, weight_update_time: 0.0879717618, other_time: 2.0332984924
epoch time: 9.0508031845s, input_fired_time: 0.1319852024, output_fired_time: 0.0000000000, propagate_forward_time: 8.5615406036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572769165
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       907.10236, best error:       760.73315 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.1654891968s, input_fired_time: 1.2677078247, output_fired_time: 0.7584596276, propagate_forward_time: 44.0031547546, propagate_backward_time: 63.0702667236, weight_update_time: 0.0893469974, other_time: 2.0659027100
epoch time: 9.1638879776s, input_fired_time: 0.1355243921, output_fired_time: 0.0000000000, propagate_forward_time: 8.6651258469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632373810
validation[          , genome  7080] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       853.20374, best error:       760.73315 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.4810028076s, input_fired_time: 1.2524666786, output_fired_time: 0.7589727044, propagate_forward_time: 43.2343139648, propagate_backward_time: 62.2068443298, weight_update_time: 0.0887376145, other_time: 2.0284080505
epoch time: 9.0016498566s, input_fired_time: 0.1322882622, output_fired_time: 0.0000000000, propagate_forward_time: 8.5155639648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537979126
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9774/10000 (97.74%), error:       781.14478, best error:       760.73315 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 108.0483245850s, input_fired_time: 1.2380864620, output_fired_time: 0.7484721541, propagate_forward_time: 42.7044029236, propagate_backward_time: 61.3654060364, weight_update_time: 0.0871479735, other_time: 1.9919586182
epoch time: 8.9810142517s, input_fired_time: 0.1314835995, output_fired_time: 0.0000000000, propagate_forward_time: 8.4968194962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527107239
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       816.01477, best error:       760.73315 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 107.7340621948s, input_fired_time: 1.2361547947, output_fired_time: 0.7483047843, propagate_forward_time: 42.6115188599, propagate_backward_time: 61.1656951904, weight_update_time: 0.0869016573, other_time: 1.9723892212
epoch time: 8.9864349365s, input_fired_time: 0.1321709156, output_fired_time: 0.0000000000, propagate_forward_time: 8.5010538101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532104492
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       818.71478, best error:       760.73315 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.1034774780s, input_fired_time: 1.2416237593, output_fired_time: 0.7485011816, propagate_forward_time: 42.6438179016, propagate_backward_time: 61.4785728455, weight_update_time: 0.0871412531, other_time: 1.9909591675
epoch time: 8.9736280441s, input_fired_time: 0.1304421574, output_fired_time: 0.0000000000, propagate_forward_time: 8.4960412979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471441269
validation[          , genome  7080] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       717.39636, best error:       717.39636 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.9505615234s, input_fired_time: 1.2349476814, output_fired_time: 0.7508411407, propagate_forward_time: 42.6224441528, propagate_backward_time: 61.3737297058, weight_update_time: 0.0870465934, other_time: 1.9686012268
epoch time: 9.0330791473s, input_fired_time: 0.1323479414, output_fired_time: 0.0000000000, propagate_forward_time: 8.5511083603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496227264
validation[          , genome  7080] predictions:    9789/  10000 (97.89%), best:    9794/10000 (97.94%), error:       742.41516, best error:       717.39636 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.7099990845s, input_fired_time: 1.2353521585, output_fired_time: 0.7515820265, propagate_forward_time: 42.5742759705, propagate_backward_time: 61.1687316895, weight_update_time: 0.0868950561, other_time: 1.9800605774
epoch time: 8.9774036407s, input_fired_time: 0.1313650012, output_fired_time: 0.0000000000, propagate_forward_time: 8.4980411530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479976654
validation[          , genome  7080] predictions:    9782/  10000 (97.82%), best:    9794/10000 (97.94%), error:       745.28302, best error:       717.39636 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.0879135132s, input_fired_time: 1.2363178730, output_fired_time: 0.7533644438, propagate_forward_time: 42.6875419617, propagate_backward_time: 61.4385070801, weight_update_time: 0.0870050788, other_time: 1.9721794128
epoch time: 8.9829578400s, input_fired_time: 0.1326316744, output_fired_time: 0.0000000000, propagate_forward_time: 8.4975461960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527803421
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9794/10000 (97.94%), error:      1094.41492, best error:       717.39636 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.9150772095s, input_fired_time: 1.2335458994, output_fired_time: 0.7518318892, propagate_forward_time: 42.6556472778, propagate_backward_time: 61.3020248413, weight_update_time: 0.0867946744, other_time: 1.9720306396
epoch time: 8.9765272141s, input_fired_time: 0.1315832436, output_fired_time: 0.0000000000, propagate_forward_time: 8.4961538315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487901688
validation[          , genome  7080] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       831.07880, best error:       717.39636 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.0330276489s, input_fired_time: 1.2360265255, output_fired_time: 0.7411655188, propagate_forward_time: 42.6983489990, propagate_backward_time: 61.3857460022, weight_update_time: 0.0871307254, other_time: 1.9717445374
epoch time: 8.9795303345s, input_fired_time: 0.1316105276, output_fired_time: 0.0000000000, propagate_forward_time: 8.4987297058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491897583
validation[          , genome  7080] predictions:    9741/  10000 (97.41%), best:    9794/10000 (97.94%), error:       884.75134, best error:       717.39636 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.7941665649s, input_fired_time: 1.2341117859, output_fired_time: 0.7341085672, propagate_forward_time: 42.6200637817, propagate_backward_time: 61.2376632690, weight_update_time: 0.0869634449, other_time: 1.9682235718
epoch time: 8.9748306274s, input_fired_time: 0.1308215857, output_fired_time: 0.0000000000, propagate_forward_time: 8.4960651398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479442596
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9794/10000 (97.94%), error:       982.55682, best error:       717.39636 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.3752822876s, input_fired_time: 1.2389117479, output_fired_time: 0.7489320636, propagate_forward_time: 42.8098411560, propagate_backward_time: 61.5824470520, weight_update_time: 0.0874080956, other_time: 1.9951477051
epoch time: 8.9860811234s, input_fired_time: 0.1317140162, output_fired_time: 0.0000000000, propagate_forward_time: 8.5004539490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539133072
validation[          , genome  7080] predictions:    9663/  10000 (96.63%), best:    9794/10000 (97.94%), error:      1119.26575, best error:       717.39636 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.8284912109s, input_fired_time: 1.2383859158, output_fired_time: 0.7520574927, propagate_forward_time: 42.6365165710, propagate_backward_time: 61.2077217102, weight_update_time: 0.0870629400, other_time: 1.9938049316
epoch time: 8.9842081070s, input_fired_time: 0.1332733929, output_fired_time: 0.0000000000, propagate_forward_time: 8.4985141754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524208069
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9794/10000 (97.94%), error:       863.75989, best error:       717.39636 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.7082672119s, input_fired_time: 1.2336456776, output_fired_time: 0.7429392934, propagate_forward_time: 42.5903167725, propagate_backward_time: 61.1668777466, weight_update_time: 0.0868532583, other_time: 1.9744873047
epoch time: 9.0643558502s, input_fired_time: 0.1327830851, output_fired_time: 0.0000000000, propagate_forward_time: 8.5789918900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525810242
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       870.78687, best error:       717.39636 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 107.7066574097s, input_fired_time: 1.2206803560, output_fired_time: 0.7440430522, propagate_forward_time: 42.5568199158, propagate_backward_time: 61.2214584351, weight_update_time: 0.0868053958, other_time: 1.9636573792
epoch time: 9.0596580505s, input_fired_time: 0.1321711391, output_fired_time: 0.0000000000, propagate_forward_time: 8.5758295059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516578674
validation[          , genome  7080] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       740.35284, best error:       717.39636 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 108.1650619507s, input_fired_time: 1.2405675650, output_fired_time: 0.7534475923, propagate_forward_time: 42.7304039001, propagate_backward_time: 61.4055519104, weight_update_time: 0.0904759541, other_time: 2.0350875854
epoch time: 9.1312389374s, input_fired_time: 0.1391236335, output_fired_time: 0.0000000000, propagate_forward_time: 8.6190233231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730916977
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       802.13239, best error:       717.39636 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.4188232422s, input_fired_time: 1.2620799541, output_fired_time: 0.7414971590, propagate_forward_time: 42.7838630676, propagate_backward_time: 61.5399055481, weight_update_time: 0.0927225053, other_time: 2.0914764404
epoch time: 8.9882411957s, input_fired_time: 0.1319499910, output_fired_time: 0.0000000000, propagate_forward_time: 8.5081777573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481130600
validation[          , genome  7080] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       800.39392, best error:       717.39636 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.5714797974s, input_fired_time: 1.2377063036, output_fired_time: 0.7599524856, propagate_forward_time: 42.9581336975, propagate_backward_time: 61.6251716614, weight_update_time: 0.0878181309, other_time: 1.9905166626
epoch time: 9.0769958496s, input_fired_time: 0.1330983341, output_fired_time: 0.0000000000, propagate_forward_time: 8.5935831070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503141403
validation[          , genome  7080] predictions:    9743/  10000 (97.43%), best:    9794/10000 (97.94%), error:       895.54578, best error:       717.39636 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 110.9809875488s, input_fired_time: 1.2610490322, output_fired_time: 0.7689335346, propagate_forward_time: 43.8516006470, propagate_backward_time: 63.0831260681, weight_update_time: 0.0893614814, other_time: 2.0162773132
epoch time: 9.2885303497s, input_fired_time: 0.1355190426, output_fired_time: 0.0000000000, propagate_forward_time: 8.7896156311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633956909
validation[          , genome  7080] predictions:    9739/  10000 (97.39%), best:    9794/10000 (97.94%), error:       871.21533, best error:       717.39636 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.8576278687s, input_fired_time: 1.2422348261, output_fired_time: 0.7419652343, propagate_forward_time: 42.6392135620, propagate_backward_time: 61.2509651184, weight_update_time: 0.0871475115, other_time: 1.9832496643
epoch time: 8.9931755066s, input_fired_time: 0.1332456470, output_fired_time: 0.0000000000, propagate_forward_time: 8.5081892014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517408371
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       853.44586, best error:       717.39636 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.0353927612s, input_fired_time: 1.2470752001, output_fired_time: 0.7448614836, propagate_forward_time: 42.7193069458, propagate_backward_time: 61.3324661255, weight_update_time: 0.0872763097, other_time: 1.9916839600
epoch time: 9.0486125946s, input_fired_time: 0.1349202394, output_fired_time: 0.0000000000, propagate_forward_time: 8.5585832596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551092148
validation[          , genome  7080] predictions:    9675/  10000 (96.75%), best:    9794/10000 (97.94%), error:      1023.98218, best error:       717.39636 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 107.7071838379s, input_fired_time: 1.2470726967, output_fired_time: 0.7330201864, propagate_forward_time: 42.5899581909, propagate_backward_time: 61.1473617554, weight_update_time: 0.0872088522, other_time: 1.9897766113
epoch time: 8.9927291870s, input_fired_time: 0.1335339397, output_fired_time: 0.0000000000, propagate_forward_time: 8.5045976639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545980453
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       804.14563, best error:       717.39636 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.8834838867s, input_fired_time: 1.2509374619, output_fired_time: 0.7378898859, propagate_forward_time: 42.6318092346, propagate_backward_time: 61.2597656250, weight_update_time: 0.0871620029, other_time: 2.0030784607
epoch time: 8.9879932404s, input_fired_time: 0.1344721615, output_fired_time: 0.0000000000, propagate_forward_time: 8.5007925034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527288437
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       759.28558, best error:       717.39636 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 108.0351028442s, input_fired_time: 1.2541953325, output_fired_time: 0.7420927882, propagate_forward_time: 42.6408233643, propagate_backward_time: 61.3999099731, weight_update_time: 0.0871699750, other_time: 1.9980773926
epoch time: 9.0923614502s, input_fired_time: 0.1364161521, output_fired_time: 0.0000000000, propagate_forward_time: 8.6003961563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555488586
validation[          , genome  7080] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       797.03607, best error:       717.39636 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 108.2122650146s, input_fired_time: 1.2564886808, output_fired_time: 0.7367306948, propagate_forward_time: 42.7143173218, propagate_backward_time: 61.4903907776, weight_update_time: 0.0937083736, other_time: 2.0143394470
epoch time: 9.0061254501s, input_fired_time: 0.1343655884, output_fired_time: 0.0000000000, propagate_forward_time: 8.5176897049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540697098
validation[          , genome  7080] predictions:    9732/  10000 (97.32%), best:    9794/10000 (97.94%), error:       930.66791, best error:       717.39636 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 108.0831909180s, input_fired_time: 1.2513526678, output_fired_time: 0.7362634540, propagate_forward_time: 42.7120971680, propagate_backward_time: 61.3888359070, weight_update_time: 0.0872133598, other_time: 1.9946403503
epoch time: 9.0042667389s, input_fired_time: 0.1351293623, output_fired_time: 0.0000000000, propagate_forward_time: 8.5162258148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529119492
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       769.10199, best error:       717.39636 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.2247848511s, input_fired_time: 1.2729110718, output_fired_time: 0.7448123693, propagate_forward_time: 43.1619186401, propagate_backward_time: 62.0219917297, weight_update_time: 0.0882925689, other_time: 2.0231513977
epoch time: 9.0196008682s, input_fired_time: 0.1360517591, output_fired_time: 0.0000000000, propagate_forward_time: 8.5288496017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546991348
validation[          , genome  7080] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       845.97040, best error:       717.39636 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 108.9211578369s, input_fired_time: 1.2790200710, output_fired_time: 0.7431853414, propagate_forward_time: 43.0093803406, propagate_backward_time: 61.8363838196, weight_update_time: 0.0899575055, other_time: 2.0531845093
epoch time: 9.3960647583s, input_fired_time: 0.1401757449, output_fired_time: 0.0000000000, propagate_forward_time: 8.8891963959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666925430
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       783.89502, best error:       717.39636 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 110.2733154297s, input_fired_time: 1.2849688530, output_fired_time: 0.7561281919, propagate_forward_time: 43.7213134766, propagate_backward_time: 62.4552879333, weight_update_time: 0.0891570076, other_time: 2.0556221008
epoch time: 9.3345470428s, input_fired_time: 0.1385065168, output_fired_time: 0.0000000000, propagate_forward_time: 8.8310642242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649759293
validation[          , genome  7080] predictions:    9731/  10000 (97.31%), best:    9794/10000 (97.94%), error:       883.55981, best error:       717.39636 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.0195007324s, input_fired_time: 1.2805105448, output_fired_time: 0.7500221729, propagate_forward_time: 43.4241218567, propagate_backward_time: 62.5314788818, weight_update_time: 0.0886228681, other_time: 2.0333709717
epoch time: 9.6025114059s, input_fired_time: 0.1421309263, output_fired_time: 0.0000000000, propagate_forward_time: 9.0820789337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783016205
validation[          , genome  7080] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       782.93304, best error:       717.39636 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.1305847168s, input_fired_time: 1.2752273083, output_fired_time: 0.7457114458, propagate_forward_time: 43.1686439514, propagate_backward_time: 61.8981399536, weight_update_time: 0.0883821249, other_time: 2.0428581238
epoch time: 9.0576257706s, input_fired_time: 0.1384512633, output_fired_time: 0.0000000000, propagate_forward_time: 8.5605430603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586311340
validation[          , genome  7080] predictions:    9764/  10000 (97.64%), best:    9794/10000 (97.94%), error:       822.64301, best error:       717.39636 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.1110153198s, input_fired_time: 1.2779952288, output_fired_time: 0.7433633208, propagate_forward_time: 43.0701332092, propagate_backward_time: 61.9899253845, weight_update_time: 0.0882688835, other_time: 2.0296058655
epoch time: 9.2001276016s, input_fired_time: 0.1393426061, output_fired_time: 0.0000000000, propagate_forward_time: 8.6982040405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625812531
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       787.27478, best error:       717.39636 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.6995239258s, input_fired_time: 1.2753216028, output_fired_time: 0.7441422343, propagate_forward_time: 42.9709396362, propagate_backward_time: 61.6869354248, weight_update_time: 0.0879431218, other_time: 2.0221862793
epoch time: 9.0076074600s, input_fired_time: 0.1368296295, output_fired_time: 0.0000000000, propagate_forward_time: 8.5152378082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555402756
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9794/10000 (97.94%), error:       778.83270, best error:       717.39636 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 109.5789260864s, input_fired_time: 1.2821385860, output_fired_time: 0.7517809868, propagate_forward_time: 43.2718887329, propagate_backward_time: 62.2409362793, weight_update_time: 0.0881583393, other_time: 2.0321884155
epoch time: 9.0101747513s, input_fired_time: 0.1365586668, output_fired_time: 0.0000000000, propagate_forward_time: 8.5183486938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552675247
validation[          , genome  7080] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       793.32458, best error:       717.39636 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.2905120850s, input_fired_time: 1.2870075703, output_fired_time: 0.7559984922, propagate_forward_time: 43.4895591736, propagate_backward_time: 62.7149658203, weight_update_time: 0.0891822278, other_time: 2.0429840088
epoch time: 8.9807090759s, input_fired_time: 0.1347096562, output_fired_time: 0.0000000000, propagate_forward_time: 8.4949026108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510971069
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       826.12408, best error:       717.39636 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 109.1704711914s, input_fired_time: 1.2723284960, output_fired_time: 0.7511727214, propagate_forward_time: 43.1756401062, propagate_backward_time: 61.9693679810, weight_update_time: 0.0883119479, other_time: 2.0019569397
epoch time: 9.0138874054s, input_fired_time: 0.1370535791, output_fired_time: 0.0000000000, propagate_forward_time: 8.5142354965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625984192
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       783.44788, best error:       717.39636 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.3104324341s, input_fired_time: 1.2838697433, output_fired_time: 0.7509417534, propagate_forward_time: 43.6304473877, propagate_backward_time: 62.6179199219, weight_update_time: 0.0886392593, other_time: 2.0272598267
epoch time: 9.7666835785s, input_fired_time: 0.1449907571, output_fired_time: 0.0000000000, propagate_forward_time: 9.2492074966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724851608
validation[          , genome  7080] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       775.54797, best error:       717.39636 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.3818435669s, input_fired_time: 1.3126391172, output_fired_time: 0.7489014864, propagate_forward_time: 43.1912269592, propagate_backward_time: 61.9788513184, weight_update_time: 0.0942100063, other_time: 2.1502227783
epoch time: 9.0274209976s, input_fired_time: 0.1446606666, output_fired_time: 0.0000000000, propagate_forward_time: 8.5069179535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758420944
validation[          , genome  7080] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       824.14038, best error:       717.39636 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.7425079346s, input_fired_time: 1.2597578764, output_fired_time: 0.7384048700, propagate_forward_time: 42.5952682495, propagate_backward_time: 61.1641159058, weight_update_time: 0.0871752724, other_time: 1.9849624634
epoch time: 9.0131282806s, input_fired_time: 0.1376516372, output_fired_time: 0.0000000000, propagate_forward_time: 8.5226182938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528585434
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       837.42902, best error:       717.39636 on epoch:    66, 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: 46.4605827332s, input_fired_time: 0.6880242229, output_fired_time: 0.0000000000, propagate_forward_time: 43.9117813110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8607788086
best training[          , genome  7080] predictions:   49648/  50000 (99.30%), best:    9794/10000 (97.94%), error:      1468.19580, best error:       717.39636 on epoch:    66, 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: 9.1965160370s, input_fired_time: 0.1355555505, output_fired_time: 0.0000000000, propagate_forward_time: 8.6883134842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726472855
   testing[          , genome  7080] predictions:    9807/  10000 (98.07%), best:    9794/10000 (97.94%), error:       653.02814, best error:       717.39636 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:39:07 (5887): called boinc_finish(0)

</stderr_txt>
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