Nameexact_genome_1508499903_24_15298_0
Workunit2266867
Created25 Oct 2017, 8:25:58 UTC
Sent25 Oct 2017, 9:13:07 UTC
Report deadline16 Dec 2017, 18:37:40 UTC
Received26 Oct 2017, 22:53:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 3 hours 29 min 27 sec
CPU time1 days 3 hours 28 min 16 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.76 MB
Peak swap size178.27 MB
Peak disk usage13.07 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.9171142578, weight_update_time: 0.8818860054, other_time: 11.3510742188
epoch time: 71.3579483032s, input_fired_time: 1.3334597349, output_fired_time: 0.0000000000, propagate_forward_time: 68.0585021973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9659881592
validation[          , genome 15298] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       446.95959, best error:       446.95959 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 898.7214355469s, input_fired_time: 10.8167238235, output_fired_time: 9.8490829468, propagate_forward_time: 338.5639953613, propagate_backward_time: 528.1657104492, weight_update_time: 0.8730678558, other_time: 11.3259887695
epoch time: 72.2207336426s, input_fired_time: 1.3735705614, output_fired_time: 0.0000000000, propagate_forward_time: 68.8862609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9608993530
validation[          , genome 15298] predictions:    9820/  10000 (98.20%), best:    9863/10000 (98.63%), error:       562.09467, best error:       446.95959 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 900.2805175781s, input_fired_time: 10.8595523834, output_fired_time: 9.9275207520, propagate_forward_time: 339.2742309570, propagate_backward_time: 528.7576293945, weight_update_time: 0.9027935266, other_time: 11.4615478516
epoch time: 71.7486114502s, input_fired_time: 1.3721097708, output_fired_time: 0.0000000000, propagate_forward_time: 68.4148178101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9616851807
validation[          , genome 15298] predictions:    9810/  10000 (98.10%), best:    9863/10000 (98.63%), error:       571.43597, best error:       446.95959 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 906.3615112305s, input_fired_time: 10.8218641281, output_fired_time: 10.0204219818, propagate_forward_time: 341.7397155762, propagate_backward_time: 532.6281738281, weight_update_time: 0.8686299920, other_time: 11.1513671875
epoch time: 71.1549377441s, input_fired_time: 1.3414682150, output_fired_time: 0.0000000000, propagate_forward_time: 67.8858184814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9276504517
validation[          , genome 15298] predictions:    9817/  10000 (98.17%), best:    9863/10000 (98.63%), error:       558.38391, best error:       446.95959 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 902.6191406250s, input_fired_time: 10.7822055817, output_fired_time: 9.9058446884, propagate_forward_time: 340.1342163086, propagate_backward_time: 530.5148925781, weight_update_time: 0.8954144120, other_time: 11.2819824219
epoch time: 71.6883621216s, input_fired_time: 1.3843874931, output_fired_time: 0.0000000000, propagate_forward_time: 68.3263931274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9775848389
validation[          , genome 15298] predictions:    9836/  10000 (98.36%), best:    9863/10000 (98.63%), error:       568.56799, best error:       446.95959 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 897.8366699219s, input_fired_time: 10.8209104538, output_fired_time: 9.9197902679, propagate_forward_time: 337.8970031738, propagate_backward_time: 527.9459228516, weight_update_time: 0.8733078241, other_time: 11.2530517578
epoch time: 73.1244964600s, input_fired_time: 1.3804165125, output_fired_time: 0.0000000000, propagate_forward_time: 69.7129287720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0311508179
validation[          , genome 15298] predictions:    9816/  10000 (98.16%), best:    9863/10000 (98.63%), error:       566.19092, best error:       446.95959 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 903.7752075195s, input_fired_time: 10.8785104752, output_fired_time: 10.0173225403, propagate_forward_time: 340.5507202148, propagate_backward_time: 531.0534057617, weight_update_time: 0.8676369190, other_time: 11.2752075195
epoch time: 72.3491592407s, input_fired_time: 1.3818774223, output_fired_time: 0.0000000000, propagate_forward_time: 68.9926681519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9746170044
validation[          , genome 15298] predictions:    9828/  10000 (98.28%), best:    9863/10000 (98.63%), error:       544.88177, best error:       446.95959 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 907.2570800781s, input_fired_time: 10.9399347305, output_fired_time: 10.0043678284, propagate_forward_time: 341.8512878418, propagate_backward_time: 533.0670166016, weight_update_time: 0.8750609159, other_time: 11.3944091797
epoch time: 71.4847564697s, input_fired_time: 1.3424915075, output_fired_time: 0.0000000000, propagate_forward_time: 68.2262802124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9159851074
validation[          , genome 15298] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       420.28241, best error:       420.28241 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 906.6110229492s, input_fired_time: 10.7605304718, output_fired_time: 9.9805984497, propagate_forward_time: 341.6421813965, propagate_backward_time: 533.0014648438, weight_update_time: 0.8708422780, other_time: 11.2261962891
epoch time: 70.9350814819s, input_fired_time: 1.3901124001, output_fired_time: 0.0000000000, propagate_forward_time: 67.5278091431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0171585083
validation[          , genome 15298] predictions:    9827/  10000 (98.27%), best:    9878/10000 (98.78%), error:       522.06207, best error:       420.28241 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 900.1511840820s, input_fired_time: 10.8913011551, output_fired_time: 9.9752197266, propagate_forward_time: 338.9482421875, propagate_backward_time: 528.9616088867, weight_update_time: 0.8813879490, other_time: 11.3748168945
epoch time: 71.6447067261s, input_fired_time: 1.3628818989, output_fired_time: 0.0000000000, propagate_forward_time: 68.3418807983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9399414063
validation[          , genome 15298] predictions:    9870/  10000 (98.70%), best:    9878/10000 (98.78%), error:       430.77417, best error:       420.28241 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 906.0838012695s, input_fired_time: 10.8126783371, output_fired_time: 10.0000057220, propagate_forward_time: 341.7288208008, propagate_backward_time: 532.3322143555, weight_update_time: 0.8680540919, other_time: 11.2100830078
epoch time: 71.2904281616s, input_fired_time: 1.3545361757, output_fired_time: 0.0000000000, propagate_forward_time: 68.0008850098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9350051880
validation[          , genome 15298] predictions:    9824/  10000 (98.24%), best:    9878/10000 (98.78%), error:       543.58038, best error:       420.28241 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 907.9632568359s, input_fired_time: 10.8746738434, output_fired_time: 9.9837474823, propagate_forward_time: 342.3813476563, propagate_backward_time: 533.5002441406, weight_update_time: 0.8657162786, other_time: 11.2232055664
epoch time: 73.0478286743s, input_fired_time: 1.3929294348, output_fired_time: 0.0000000000, propagate_forward_time: 69.5958251953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0590744019
validation[          , genome 15298] predictions:    9845/  10000 (98.45%), best:    9878/10000 (98.78%), error:       494.07013, best error:       420.28241 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 904.5836181641s, input_fired_time: 10.8628883362, output_fired_time: 10.0233688354, propagate_forward_time: 340.9669494629, propagate_backward_time: 531.4959106445, weight_update_time: 0.8705621362, other_time: 11.2344360352
epoch time: 72.2026596069s, input_fired_time: 1.3710451126, output_fired_time: 0.0000000000, propagate_forward_time: 68.8568344116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9747772217
validation[          , genome 15298] predictions:    9862/  10000 (98.62%), best:    9878/10000 (98.78%), error:       453.10437, best error:       420.28241 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 904.0518188477s, input_fired_time: 10.8709812164, output_fired_time: 9.9741277695, propagate_forward_time: 340.6662902832, propagate_backward_time: 531.3185424805, weight_update_time: 0.8748780489, other_time: 11.2218627930
epoch time: 73.0707855225s, input_fired_time: 1.3945397139, output_fired_time: 0.0000000000, propagate_forward_time: 69.7075347900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9687118530
validation[          , genome 15298] predictions:    9843/  10000 (98.43%), best:    9878/10000 (98.78%), error:       499.14163, best error:       420.28241 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 905.3412475586s, input_fired_time: 10.7675170898, output_fired_time: 9.9808902740, propagate_forward_time: 341.2763977051, propagate_backward_time: 532.1506347656, weight_update_time: 0.8708249331, other_time: 11.1657714844
epoch time: 72.6643600464s, input_fired_time: 1.3869106770, output_fired_time: 0.0000000000, propagate_forward_time: 69.2934112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9840393066
validation[          , genome 15298] predictions:    9859/  10000 (98.59%), best:    9878/10000 (98.78%), error:       444.30972, best error:       420.28241 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 905.4324951172s, input_fired_time: 10.8277301788, output_fired_time: 10.0591659546, propagate_forward_time: 341.1298217773, propagate_backward_time: 532.1655883789, weight_update_time: 0.8770445585, other_time: 11.2501831055
epoch time: 71.9514923096s, input_fired_time: 1.3903710842, output_fired_time: 0.0000000000, propagate_forward_time: 68.6119461060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9491729736
validation[          , genome 15298] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       408.92883, best error:       408.92883 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 898.4493408203s, input_fired_time: 10.9087009430, output_fired_time: 9.8698272705, propagate_forward_time: 338.4489135742, propagate_backward_time: 527.9067382813, weight_update_time: 0.8836346865, other_time: 11.3151855469
epoch time: 70.7776870728s, input_fired_time: 1.3589551449, output_fired_time: 0.0000000000, propagate_forward_time: 67.4276275635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9911041260
validation[          , genome 15298] predictions:    9797/  10000 (97.97%), best:    9871/10000 (98.71%), error:       627.09619, best error:       408.92883 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 900.9613037109s, input_fired_time: 10.8545227051, output_fired_time: 9.8956775665, propagate_forward_time: 339.3723754883, propagate_backward_time: 529.4232177734, weight_update_time: 0.8764280677, other_time: 11.4155273438
epoch time: 71.5843505859s, input_fired_time: 1.3664516211, output_fired_time: 0.0000000000, propagate_forward_time: 68.2399673462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9779281616
validation[          , genome 15298] predictions:    9868/  10000 (98.68%), best:    9871/10000 (98.71%), error:       449.36124, best error:       408.92883 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 902.7276000977s, input_fired_time: 10.8878965378, output_fired_time: 9.9638700485, propagate_forward_time: 340.2325439453, propagate_backward_time: 530.3771362305, weight_update_time: 0.8897337317, other_time: 11.2661743164
epoch time: 72.3138351440s, input_fired_time: 1.4142881632, output_fired_time: 0.0000000000, propagate_forward_time: 68.8460998535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0534439087
validation[          , genome 15298] predictions:    9826/  10000 (98.26%), best:    9871/10000 (98.71%), error:       548.79437, best error:       408.92883 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 896.8989257813s, input_fired_time: 10.8418388367, output_fired_time: 9.8569126129, propagate_forward_time: 337.9545898438, propagate_backward_time: 526.9111328125, weight_update_time: 0.8775336742, other_time: 11.3344116211
epoch time: 70.7351989746s, input_fired_time: 1.3824532032, output_fired_time: 0.0000000000, propagate_forward_time: 67.3590164185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9937286377
validation[          , genome 15298] predictions:    9869/  10000 (98.69%), best:    9871/10000 (98.71%), error:       447.48743, best error:       408.92883 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 898.8614501953s, input_fired_time: 10.9324684143, output_fired_time: 9.9029560089, propagate_forward_time: 338.5453186035, propagate_backward_time: 528.1176757813, weight_update_time: 0.8761740923, other_time: 11.3630371094
epoch time: 71.8751525879s, input_fired_time: 1.3957277536, output_fired_time: 0.0000000000, propagate_forward_time: 68.5072174072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9722061157
validation[          , genome 15298] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       474.73019, best error:       408.92883 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 905.4405517578s, input_fired_time: 10.8437557220, output_fired_time: 10.0192623138, propagate_forward_time: 341.3968505859, propagate_backward_time: 532.0070800781, weight_update_time: 0.8585655093, other_time: 11.1735839844
epoch time: 72.3368148804s, input_fired_time: 1.4064558744, output_fired_time: 0.0000000000, propagate_forward_time: 68.9074935913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0228652954
validation[          , genome 15298] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       423.30667, best error:       408.92883 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 901.2222290039s, input_fired_time: 10.9616603851, output_fired_time: 9.9527053833, propagate_forward_time: 339.4349975586, propagate_backward_time: 529.4575195313, weight_update_time: 0.8851170540, other_time: 11.4153442383
epoch time: 72.3264465332s, input_fired_time: 1.3834286928, output_fired_time: 0.0000000000, propagate_forward_time: 68.9455184937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9974975586
validation[          , genome 15298] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       397.07587, best error:       397.07587 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 897.2247314453s, input_fired_time: 10.9359006882, output_fired_time: 9.9476795197, propagate_forward_time: 338.1711120605, propagate_backward_time: 526.7869262695, weight_update_time: 0.8800379038, other_time: 11.3831176758
epoch time: 71.5525436401s, input_fired_time: 1.3764028549, output_fired_time: 0.0000000000, propagate_forward_time: 68.1991806030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9769592285
validation[          , genome 15298] predictions:    9841/  10000 (98.41%), best:    9881/10000 (98.81%), error:       454.72314, best error:       397.07587 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 905.0148315430s, input_fired_time: 10.8473320007, output_fired_time: 9.9836053848, propagate_forward_time: 341.2185363770, propagate_backward_time: 531.7965698242, weight_update_time: 0.8634548783, other_time: 11.1687622070
epoch time: 71.4999694824s, input_fired_time: 1.3687096834, output_fired_time: 0.0000000000, propagate_forward_time: 68.1138153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0174407959
validation[          , genome 15298] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       378.78873, best error:       378.78873 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 902.0716552734s, input_fired_time: 10.9689416885, output_fired_time: 9.9650478363, propagate_forward_time: 339.7798767090, propagate_backward_time: 529.9952392578, weight_update_time: 0.8873887658, other_time: 11.3625488281
epoch time: 71.7394256592s, input_fired_time: 1.3620382547, output_fired_time: 0.0000000000, propagate_forward_time: 68.4143218994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9630661011
validation[          , genome 15298] predictions:    9848/  10000 (98.48%), best:    9883/10000 (98.83%), error:       442.58224, best error:       378.78873 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 901.6994018555s, input_fired_time: 10.9566822052, output_fired_time: 9.9422960281, propagate_forward_time: 339.6640930176, propagate_backward_time: 529.7082519531, weight_update_time: 0.8814584613, other_time: 11.4281005859
epoch time: 71.4971389771s, input_fired_time: 1.3729087114, output_fired_time: 0.0000000000, propagate_forward_time: 68.1883316040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9358978271
validation[          , genome 15298] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       370.86179, best error:       370.86179 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 898.8309936523s, input_fired_time: 10.9938631058, output_fired_time: 9.9511804581, propagate_forward_time: 338.7572326660, propagate_backward_time: 527.7139892578, weight_update_time: 0.8842157125, other_time: 11.4147949219
epoch time: 71.2128829956s, input_fired_time: 1.3602250814, output_fired_time: 0.0000000000, propagate_forward_time: 67.9165802002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9360809326
validation[          , genome 15298] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       358.04404, best error:       358.04404 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 906.7828369141s, input_fired_time: 10.8739128113, output_fired_time: 10.0159807205, propagate_forward_time: 341.8683776855, propagate_backward_time: 532.8652343750, weight_update_time: 0.8659566045, other_time: 11.1593017578
epoch time: 72.7056350708s, input_fired_time: 1.3772327900, output_fired_time: 0.0000000000, propagate_forward_time: 69.3420333862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9863662720
validation[          , genome 15298] predictions:    9876/  10000 (98.76%), best:    9888/10000 (98.88%), error:       406.89465, best error:       358.04404 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 900.8491210938s, input_fired_time: 10.8496446609, output_fired_time: 9.9362745285, propagate_forward_time: 339.6199645996, propagate_backward_time: 529.2950439453, weight_update_time: 0.8674584627, other_time: 11.1481933594
epoch time: 72.3116149902s, input_fired_time: 1.3959746361, output_fired_time: 0.0000000000, propagate_forward_time: 68.8223342896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0933074951
validation[          , genome 15298] predictions:    9866/  10000 (98.66%), best:    9888/10000 (98.88%), error:       401.42615, best error:       358.04404 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 903.3290405273s, input_fired_time: 10.9339952469, output_fired_time: 10.0003585815, propagate_forward_time: 340.4643249512, propagate_backward_time: 530.5282592773, weight_update_time: 0.8771297336, other_time: 11.4020385742
epoch time: 71.0652389526s, input_fired_time: 1.4066051245, output_fired_time: 0.0000000000, propagate_forward_time: 67.6618194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9968109131
validation[          , genome 15298] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       389.44836, best error:       358.04404 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 904.0972290039s, input_fired_time: 10.9498186111, output_fired_time: 9.9503049850, propagate_forward_time: 340.2654113770, propagate_backward_time: 531.4658203125, weight_update_time: 0.8750463724, other_time: 11.4658203125
epoch time: 71.1663436890s, input_fired_time: 1.3542414904, output_fired_time: 0.0000000000, propagate_forward_time: 67.8752746582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9368286133
validation[          , genome 15298] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       362.02325, best error:       358.04404 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 903.4677734375s, input_fired_time: 10.9915561676, output_fired_time: 9.9418907166, propagate_forward_time: 340.0642089844, propagate_backward_time: 531.1865844727, weight_update_time: 0.8716683984, other_time: 11.2835083008
epoch time: 71.9533157349s, input_fired_time: 1.3840372562, output_fired_time: 0.0000000000, propagate_forward_time: 68.5805740356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9887008667
validation[          , genome 15298] predictions:    9878/  10000 (98.78%), best:    9888/10000 (98.88%), error:       386.89737, best error:       358.04404 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 901.5339355469s, input_fired_time: 10.9087162018, output_fired_time: 9.9562540054, propagate_forward_time: 339.9285888672, propagate_backward_time: 529.4547729492, weight_update_time: 0.8754253387, other_time: 11.2856445313
epoch time: 70.8754806519s, input_fired_time: 1.3835369349, output_fired_time: 0.0000000000, propagate_forward_time: 67.4909896851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0009536743
validation[          , genome 15298] predictions:    9869/  10000 (98.69%), best:    9888/10000 (98.88%), error:       395.04434, best error:       358.04404 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 903.8706665039s, input_fired_time: 10.9709453583, output_fired_time: 10.0201025009, propagate_forward_time: 340.6961059570, propagate_backward_time: 530.9373168945, weight_update_time: 0.8663808107, other_time: 11.2462158203
epoch time: 71.9225006104s, input_fired_time: 1.3800781965, output_fired_time: 0.0000000000, propagate_forward_time: 68.5549850464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9874343872
validation[          , genome 15298] predictions:    9862/  10000 (98.62%), best:    9888/10000 (98.88%), error:       432.69296, best error:       358.04404 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 908.5800170898s, input_fired_time: 10.8641119003, output_fired_time: 10.4390239716, propagate_forward_time: 342.3873901367, propagate_backward_time: 533.7284545898, weight_update_time: 0.8718692660, other_time: 11.1610107422
epoch time: 70.7994918823s, input_fired_time: 1.3911914825, output_fired_time: 0.0000000000, propagate_forward_time: 67.3956832886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0126190186
validation[          , genome 15298] predictions:    9891/  10000 (98.91%), best:    9888/10000 (98.88%), error:       366.98572, best error:       358.04404 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 896.6396484375s, input_fired_time: 10.9569110870, output_fired_time: 9.9119319916, propagate_forward_time: 337.7741394043, propagate_backward_time: 526.6060791016, weight_update_time: 0.8909612894, other_time: 11.3906250000
epoch time: 71.6776275635s, input_fired_time: 1.3617602587, output_fired_time: 0.0000000000, propagate_forward_time: 68.3376617432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9782028198
validation[          , genome 15298] predictions:    9877/  10000 (98.77%), best:    9888/10000 (98.88%), error:       370.70950, best error:       358.04404 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 900.5787963867s, input_fired_time: 10.9740324020, output_fired_time: 9.9330625534, propagate_forward_time: 339.3095703125, propagate_backward_time: 528.8932495117, weight_update_time: 0.9031460881, other_time: 11.4688720703
epoch time: 72.6608352661s, input_fired_time: 1.4244743586, output_fired_time: 0.0000000000, propagate_forward_time: 69.1827926636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0535659790
validation[          , genome 15298] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       346.38312, best error:       346.38312 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 903.1521606445s, input_fired_time: 10.9673480988, output_fired_time: 9.9582910538, propagate_forward_time: 340.2970581055, propagate_backward_time: 530.5853881836, weight_update_time: 0.8958709836, other_time: 11.3440551758
epoch time: 71.5632705688s, input_fired_time: 1.4135124683, output_fired_time: 0.0000000000, propagate_forward_time: 68.1483688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0013885498
validation[          , genome 15298] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       385.33691, best error:       346.38312 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 904.3801269531s, input_fired_time: 10.9594125748, output_fired_time: 9.9654302597, propagate_forward_time: 340.5296020508, propagate_backward_time: 531.5697631836, weight_update_time: 0.8856537938, other_time: 11.3558959961
epoch time: 71.8743286133s, input_fired_time: 1.3954075575, output_fired_time: 0.0000000000, propagate_forward_time: 68.5041198730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9748001099
validation[          , genome 15298] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       367.70404, best error:       346.38312 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 897.2980957031s, input_fired_time: 10.9940242767, output_fired_time: 9.9146127701, propagate_forward_time: 338.0412292480, propagate_backward_time: 526.9509887695, weight_update_time: 0.8839958310, other_time: 11.3972778320
epoch time: 71.4789123535s, input_fired_time: 1.3982421160, output_fired_time: 0.0000000000, propagate_forward_time: 68.1028976440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9777755737
validation[          , genome 15298] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       362.05109, best error:       346.38312 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 906.0054931641s, input_fired_time: 10.9213495255, output_fired_time: 9.9622201920, propagate_forward_time: 341.4896240234, propagate_backward_time: 532.4920043945, weight_update_time: 0.8711932302, other_time: 11.1403198242
epoch time: 71.1333770752s, input_fired_time: 1.3791565895, output_fired_time: 0.0000000000, propagate_forward_time: 67.7893447876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9648742676
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9891/10000 (98.91%), error:       350.87262, best error:       346.38312 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 904.7950439453s, input_fired_time: 11.0152797699, output_fired_time: 9.9883747101, propagate_forward_time: 340.9160766602, propagate_backward_time: 531.6228637695, weight_update_time: 0.8773519397, other_time: 11.2524414063
epoch time: 71.5872116089s, input_fired_time: 1.3758351803, output_fired_time: 0.0000000000, propagate_forward_time: 68.2284469604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9829330444
validation[          , genome 15298] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       359.45282, best error:       346.38312 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 898.6137695313s, input_fired_time: 11.0145616531, output_fired_time: 9.9167022705, propagate_forward_time: 338.6932373047, propagate_backward_time: 527.6190795898, weight_update_time: 0.8821194172, other_time: 11.3701782227
epoch time: 72.5917968750s, input_fired_time: 1.3984903097, output_fired_time: 0.0000000000, propagate_forward_time: 69.2067337036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9865722656
validation[          , genome 15298] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       329.15256, best error:       329.15256 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 898.5554199219s, input_fired_time: 10.9340782166, output_fired_time: 9.9071693420, propagate_forward_time: 338.6256103516, propagate_backward_time: 527.6782226563, weight_update_time: 0.8807747364, other_time: 11.4103393555
epoch time: 71.9452896118s, input_fired_time: 1.3832926750, output_fired_time: 0.0000000000, propagate_forward_time: 68.6039886475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9580078125
validation[          , genome 15298] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       392.02457, best error:       329.15256 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 898.5454101563s, input_fired_time: 10.9486293793, output_fired_time: 9.9396257401, propagate_forward_time: 338.5188903809, propagate_backward_time: 527.8307495117, weight_update_time: 0.8782343864, other_time: 11.3075561523
epoch time: 72.3877563477s, input_fired_time: 1.3952673674, output_fired_time: 0.0000000000, propagate_forward_time: 68.9541625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0383300781
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9889/10000 (98.89%), error:       337.29962, best error:       329.15256 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 904.3352050781s, input_fired_time: 10.9192390442, output_fired_time: 10.0044536591, propagate_forward_time: 340.6819763184, propagate_backward_time: 531.5997924805, weight_update_time: 0.8659026027, other_time: 11.1296997070
epoch time: 73.3548583984s, input_fired_time: 1.4527828693, output_fired_time: 0.0000000000, propagate_forward_time: 69.8272781372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0747985840
validation[          , genome 15298] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       335.08163, best error:       329.15256 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 905.5555419922s, input_fired_time: 10.9857425690, output_fired_time: 10.0482902527, propagate_forward_time: 340.9677734375, propagate_backward_time: 532.2940673828, weight_update_time: 0.8784139752, other_time: 11.2597045898
epoch time: 72.0721740723s, input_fired_time: 1.3963800669, output_fired_time: 0.0000000000, propagate_forward_time: 68.7083129883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9674835205
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9889/10000 (98.89%), error:       341.11627, best error:       329.15256 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 903.5014648438s, input_fired_time: 10.9950962067, output_fired_time: 9.9792261124, propagate_forward_time: 340.5572204590, propagate_backward_time: 530.7009277344, weight_update_time: 0.8835925460, other_time: 11.2689208984
epoch time: 71.0138626099s, input_fired_time: 1.3885180950, output_fired_time: 0.0000000000, propagate_forward_time: 67.6437759399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9815673828
validation[          , genome 15298] predictions:    9887/  10000 (98.87%), best:    9889/10000 (98.89%), error:       360.39114, best error:       329.15256 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 897.8981933594s, input_fired_time: 11.0142602921, output_fired_time: 9.9394817352, propagate_forward_time: 338.2330932617, propagate_backward_time: 527.2920532227, weight_update_time: 0.8879184127, other_time: 11.4193115234
epoch time: 71.1887664795s, input_fired_time: 1.3728998899, output_fired_time: 0.0000000000, propagate_forward_time: 67.8522491455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9636154175
validation[          , genome 15298] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       360.14078, best error:       329.15256 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 901.6737060547s, input_fired_time: 11.0589094162, output_fired_time: 9.9467935562, propagate_forward_time: 339.8471679688, propagate_backward_time: 529.3729858398, weight_update_time: 0.8828964233, other_time: 11.4478759766
epoch time: 70.8645095825s, input_fired_time: 1.4037729502, output_fired_time: 0.0000000000, propagate_forward_time: 67.4571609497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0035781860
validation[          , genome 15298] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       312.14508, best error:       312.14508 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 906.6812133789s, input_fired_time: 10.9662446976, output_fired_time: 9.9760751724, propagate_forward_time: 341.7052307129, propagate_backward_time: 532.8037719727, weight_update_time: 0.8803524971, other_time: 11.2299194336
epoch time: 71.7973556519s, input_fired_time: 1.4059444666, output_fired_time: 0.0000000000, propagate_forward_time: 68.3943405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9970703125
validation[          , genome 15298] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       313.30981, best error:       312.14508 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 899.5748291016s, input_fired_time: 10.9428348541, output_fired_time: 9.9194021225, propagate_forward_time: 338.9830017090, propagate_backward_time: 528.4384765625, weight_update_time: 0.8760024905, other_time: 11.2911376953
epoch time: 71.4102630615s, input_fired_time: 1.3683722019, output_fired_time: 0.0000000000, propagate_forward_time: 68.0813827515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9605102539
validation[          , genome 15298] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       313.50781, best error:       312.14508 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 909.1995849609s, input_fired_time: 10.8971738815, output_fired_time: 10.0721683502, propagate_forward_time: 342.9021606445, propagate_backward_time: 534.1386108398, weight_update_time: 0.8810370564, other_time: 11.1895141602
epoch time: 70.7349700928s, input_fired_time: 1.4047425985, output_fired_time: 0.0000000000, propagate_forward_time: 67.3180313110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0121994019
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       320.35962, best error:       312.14508 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 902.0576782227s, input_fired_time: 10.9275798798, output_fired_time: 9.8994245529, propagate_forward_time: 339.6941833496, propagate_backward_time: 530.3348388672, weight_update_time: 0.8726157546, other_time: 11.2016601563
epoch time: 71.9155578613s, input_fired_time: 1.4070452452, output_fired_time: 0.0000000000, propagate_forward_time: 68.5479431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9605712891
validation[          , genome 15298] predictions:    9885/  10000 (98.85%), best:    9904/10000 (99.04%), error:       352.61844, best error:       312.14508 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 898.9414672852s, input_fired_time: 10.9532985687, output_fired_time: 9.9162244797, propagate_forward_time: 338.6398925781, propagate_backward_time: 528.0938720703, weight_update_time: 0.8891204000, other_time: 11.3381958008
epoch time: 71.2829360962s, input_fired_time: 1.3934407234, output_fired_time: 0.0000000000, propagate_forward_time: 67.8866195679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0028762817
validation[          , genome 15298] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       325.80978, best error:       312.14508 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 898.4370727539s, input_fired_time: 10.9315443039, output_fired_time: 9.9042472839, propagate_forward_time: 338.5923156738, propagate_backward_time: 527.6715698242, weight_update_time: 0.8683167100, other_time: 11.3374633789
epoch time: 71.6852416992s, input_fired_time: 1.3977981806, output_fired_time: 0.0000000000, propagate_forward_time: 68.3248214722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9626235962
validation[          , genome 15298] predictions:    9900/  10000 (99.00%), best:    9904/10000 (99.04%), error:       314.13501, best error:       312.14508 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 901.0378417969s, input_fired_time: 10.9957818985, output_fired_time: 10.0766820908, propagate_forward_time: 339.5033569336, propagate_backward_time: 529.1759033203, weight_update_time: 0.8864867687, other_time: 11.2861328125
epoch time: 70.6291885376s, input_fired_time: 1.3962396383, output_fired_time: 0.0000000000, propagate_forward_time: 67.2396621704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9932861328
validation[          , genome 15298] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       342.95914, best error:       312.14508 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 907.3279418945s, input_fired_time: 10.9972019196, output_fired_time: 9.9940710068, propagate_forward_time: 341.9923706055, propagate_backward_time: 533.0985717773, weight_update_time: 0.8820393085, other_time: 11.2457275391
epoch time: 70.9678192139s, input_fired_time: 1.3985964060, output_fired_time: 0.0000000000, propagate_forward_time: 67.5616531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0075683594
validation[          , genome 15298] predictions:    9890/  10000 (98.90%), best:    9904/10000 (99.04%), error:       330.40094, best error:       312.14508 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 895.9043579102s, input_fired_time: 10.9997673035, output_fired_time: 9.9448623657, propagate_forward_time: 337.4105529785, propagate_backward_time: 526.1335449219, weight_update_time: 0.8888761997, other_time: 11.4156494141
epoch time: 71.1660003662s, input_fired_time: 1.3785296679, output_fired_time: 0.0000000000, propagate_forward_time: 67.8439407349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9435272217
validation[          , genome 15298] predictions:    9886/  10000 (98.86%), best:    9904/10000 (99.04%), error:       339.92215, best error:       312.14508 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 905.3740844727s, input_fired_time: 10.9710998535, output_fired_time: 10.0146961212, propagate_forward_time: 341.3845825195, propagate_backward_time: 531.7482299805, weight_update_time: 0.8647316098, other_time: 11.2554321289
epoch time: 71.0823822021s, input_fired_time: 1.4038268328, output_fired_time: 0.0000000000, propagate_forward_time: 67.6698150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0087432861
validation[          , genome 15298] predictions:    9889/  10000 (98.89%), best:    9904/10000 (99.04%), error:       354.62411, best error:       312.14508 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 904.8609008789s, input_fired_time: 10.8902053833, output_fired_time: 9.9755916595, propagate_forward_time: 341.0967407227, propagate_backward_time: 531.7848510742, weight_update_time: 0.8765075207, other_time: 11.1135253906
epoch time: 72.3505325317s, input_fired_time: 1.4057257175, output_fired_time: 0.0000000000, propagate_forward_time: 68.9071044922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0377044678
validation[          , genome 15298] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       304.77737, best error:       304.77737 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 905.4771118164s, input_fired_time: 11.0572938919, output_fired_time: 9.9929599762, propagate_forward_time: 341.0938720703, propagate_backward_time: 531.9289550781, weight_update_time: 0.8794685006, other_time: 11.4039916992
epoch time: 71.2034912109s, input_fired_time: 1.3727188110, output_fired_time: 0.0000000000, propagate_forward_time: 67.8753128052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9554595947
validation[          , genome 15298] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       333.25366, best error:       304.77737 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 900.2782592773s, input_fired_time: 10.9959373474, output_fired_time: 9.9184150696, propagate_forward_time: 339.1795654297, propagate_backward_time: 528.8442993164, weight_update_time: 0.8821964860, other_time: 11.3400878906
epoch time: 71.6645889282s, input_fired_time: 1.4117602110, output_fired_time: 0.0000000000, propagate_forward_time: 68.2785797119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9742507935
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9904/10000 (99.04%), error:       307.00870, best error:       304.77737 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 899.7544555664s, input_fired_time: 11.0570440292, output_fired_time: 9.9520721436, propagate_forward_time: 339.1009521484, propagate_backward_time: 528.2961425781, weight_update_time: 0.8813566566, other_time: 11.3482055664
epoch time: 71.2116470337s, input_fired_time: 1.3974473476, output_fired_time: 0.0000000000, propagate_forward_time: 67.8685150146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9456863403
validation[          , genome 15298] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       306.65524, best error:       304.77737 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 906.1508789063s, input_fired_time: 11.0163640976, output_fired_time: 10.0099782944, propagate_forward_time: 341.3495788574, propagate_backward_time: 532.4934692383, weight_update_time: 0.8837279081, other_time: 11.2815551758
epoch time: 71.6391448975s, input_fired_time: 1.3894299269, output_fired_time: 0.0000000000, propagate_forward_time: 68.3005142212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9492034912
validation[          , genome 15298] predictions:    9900/  10000 (99.00%), best:    9904/10000 (99.04%), error:       321.81888, best error:       304.77737 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 904.1428222656s, input_fired_time: 10.9777441025, output_fired_time: 9.9886875153, propagate_forward_time: 340.8528137207, propagate_backward_time: 531.0963134766, weight_update_time: 0.8798318505, other_time: 11.2272949219
epoch time: 71.5256729126s, input_fired_time: 1.3887217045, output_fired_time: 0.0000000000, propagate_forward_time: 68.1735916138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9633560181
validation[          , genome 15298] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       312.29095, best error:       304.77737 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 899.5973510742s, input_fired_time: 11.0886096954, output_fired_time: 9.9072713852, propagate_forward_time: 338.6432189941, propagate_backward_time: 528.5591430664, weight_update_time: 0.8794854283, other_time: 11.3991088867
epoch time: 71.5394592285s, input_fired_time: 1.4094815254, output_fired_time: 0.0000000000, propagate_forward_time: 68.1670913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9628829956
validation[          , genome 15298] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       343.07550, best error:       304.77737 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 905.4940185547s, input_fired_time: 10.9733171463, output_fired_time: 9.9547653198, propagate_forward_time: 341.4491271973, propagate_backward_time: 531.9489746094, weight_update_time: 0.8813015223, other_time: 11.1678466797
epoch time: 71.5023117065s, input_fired_time: 1.3998947144, output_fired_time: 0.0000000000, propagate_forward_time: 68.1698150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9326019287
validation[          , genome 15298] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       304.64658, best error:       304.64658 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 898.7297973633s, input_fired_time: 11.0321531296, output_fired_time: 9.9337596893, propagate_forward_time: 338.5214843750, propagate_backward_time: 527.8879394531, weight_update_time: 0.8807660937, other_time: 11.3544311523
epoch time: 73.6134796143s, input_fired_time: 1.4432119131, output_fired_time: 0.0000000000, propagate_forward_time: 70.1775436401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9927215576
validation[          , genome 15298] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       342.27396, best error:       304.64658 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 906.1303710938s, input_fired_time: 11.0004320145, output_fired_time: 10.0156669617, propagate_forward_time: 341.4353027344, propagate_backward_time: 532.3514404297, weight_update_time: 0.8872823715, other_time: 11.3275146484
epoch time: 71.1506271362s, input_fired_time: 1.4092847109, output_fired_time: 0.0000000000, propagate_forward_time: 67.7619781494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9793624878
validation[          , genome 15298] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       308.55115, best error:       304.64658 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 897.8870239258s, input_fired_time: 11.0244445801, output_fired_time: 9.9388122559, propagate_forward_time: 338.1987304688, propagate_backward_time: 527.3026733398, weight_update_time: 0.8812596798, other_time: 11.4223022461
epoch time: 72.3153533936s, input_fired_time: 1.3947708607, output_fired_time: 0.0000000000, propagate_forward_time: 68.9725112915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9480743408
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       315.29071, best error:       304.64658 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 905.4332885742s, input_fired_time: 11.1181640625, output_fired_time: 10.0495042801, propagate_forward_time: 341.2058105469, propagate_backward_time: 531.7376708984, weight_update_time: 0.8858051896, other_time: 11.3221435547
epoch time: 71.8008575439s, input_fired_time: 1.3765692711, output_fired_time: 0.0000000000, propagate_forward_time: 68.4429550171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9813308716
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       304.94968, best error:       304.64658 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 908.9404296875s, input_fired_time: 11.0424365997, output_fired_time: 10.1087303162, propagate_forward_time: 342.4338684082, propagate_backward_time: 534.0654296875, weight_update_time: 0.8829612732, other_time: 11.2900390625
epoch time: 71.1956634521s, input_fired_time: 1.3732305765, output_fired_time: 0.0000000000, propagate_forward_time: 67.8812866211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9411468506
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       308.01620, best error:       304.64658 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 900.9044189453s, input_fired_time: 10.9996776581, output_fired_time: 9.9457492828, propagate_forward_time: 339.4218444824, propagate_backward_time: 529.2284545898, weight_update_time: 0.8804618716, other_time: 11.3086547852
epoch time: 72.0476074219s, input_fired_time: 1.4043585062, output_fired_time: 0.0000000000, propagate_forward_time: 68.6898803711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9533691406
validation[          , genome 15298] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       317.13138, best error:       304.64658 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 902.2448730469s, input_fired_time: 11.0262594223, output_fired_time: 9.9544115067, propagate_forward_time: 339.9953918457, propagate_backward_time: 529.9219970703, weight_update_time: 0.8815469146, other_time: 11.3468017578
epoch time: 72.3684692383s, input_fired_time: 1.4103689194, output_fired_time: 0.0000000000, propagate_forward_time: 69.0029983521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9551010132
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       317.26425, best error:       304.64658 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 903.9187622070s, input_fired_time: 11.0193138123, output_fired_time: 9.9771995544, propagate_forward_time: 340.4195861816, propagate_backward_time: 531.2479858398, weight_update_time: 0.8776369095, other_time: 11.2546997070
epoch time: 70.7248687744s, input_fired_time: 1.4053142071, output_fired_time: 0.0000000000, propagate_forward_time: 67.3335418701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9860153198
validation[          , genome 15298] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       325.03036, best error:       304.64658 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 899.1890869141s, input_fired_time: 11.0525751114, output_fired_time: 9.9377403259, propagate_forward_time: 338.7703857422, propagate_backward_time: 528.0151977539, weight_update_time: 0.8851364851, other_time: 11.4132080078
epoch time: 73.4144210815s, input_fired_time: 1.4191943407, output_fired_time: 0.0000000000, propagate_forward_time: 69.9132995605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0819244385
validation[          , genome 15298] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       310.85022, best error:       304.64658 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 898.5324707031s, input_fired_time: 10.9833040237, output_fired_time: 9.8891878128, propagate_forward_time: 338.5311889648, propagate_backward_time: 527.8560791016, weight_update_time: 0.8778899312, other_time: 11.2727661133
epoch time: 71.1016616821s, input_fired_time: 1.3998053074, output_fired_time: 0.0000000000, propagate_forward_time: 67.7008438110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0010147095
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       309.58234, best error:       304.64658 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 903.7924804688s, input_fired_time: 11.0928287506, output_fired_time: 9.9378871918, propagate_forward_time: 340.2000427246, propagate_backward_time: 531.1718750000, weight_update_time: 0.8821517825, other_time: 11.3898925781
epoch time: 70.7678298950s, input_fired_time: 1.4133567810, output_fired_time: 0.0000000000, propagate_forward_time: 67.3639144897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9905624390
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       311.34283, best error:       304.64658 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 904.5484008789s, input_fired_time: 11.0173349380, output_fired_time: 10.0573902130, propagate_forward_time: 340.6429138184, propagate_backward_time: 531.5710449219, weight_update_time: 0.8810918927, other_time: 11.2597656250
epoch time: 71.2347335815s, input_fired_time: 1.3947610855, output_fired_time: 0.0000000000, propagate_forward_time: 67.8269271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0130462646
validation[          , genome 15298] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       311.24713, best error:       304.64658 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 901.4378051758s, input_fired_time: 11.0711069107, output_fired_time: 9.9625062943, propagate_forward_time: 339.6377868652, propagate_backward_time: 529.3134155273, weight_update_time: 0.8834748268, other_time: 11.4529418945
epoch time: 71.5527648926s, input_fired_time: 1.3977575302, output_fired_time: 0.0000000000, propagate_forward_time: 68.2261810303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9288253784
validation[          , genome 15298] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       312.20673, best error:       304.64658 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 908.1079711914s, input_fired_time: 11.0443439484, output_fired_time: 10.0002822876, propagate_forward_time: 342.1046142578, propagate_backward_time: 533.7194213867, weight_update_time: 0.8759695292, other_time: 11.2392578125
epoch time: 71.4918441772s, input_fired_time: 1.4148312807, output_fired_time: 0.0000000000, propagate_forward_time: 68.0901718140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9868392944
validation[          , genome 15298] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       305.82245, best error:       304.64658 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 905.9313354492s, input_fired_time: 10.9992065430, output_fired_time: 10.0196094513, propagate_forward_time: 341.2509765625, propagate_backward_time: 532.4056396484, weight_update_time: 0.8724107146, other_time: 11.2559204102
epoch time: 71.7310943604s, input_fired_time: 1.4029222727, output_fired_time: 0.0000000000, propagate_forward_time: 68.3741302490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9540405273
validation[          , genome 15298] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       311.19055, best error:       304.64658 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 904.5457763672s, input_fired_time: 11.0369844437, output_fired_time: 10.0033121109, propagate_forward_time: 341.0547485352, propagate_backward_time: 531.1445312500, weight_update_time: 0.8799537420, other_time: 11.3062133789
epoch time: 70.9571151733s, input_fired_time: 1.4161449671, output_fired_time: 0.0000000000, propagate_forward_time: 67.5308609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0101089478
validation[          , genome 15298] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       307.03860, best error:       304.64658 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 906.8088378906s, input_fired_time: 10.9330749512, output_fired_time: 9.9777927399, propagate_forward_time: 342.0341796875, propagate_backward_time: 532.8056640625, weight_update_time: 0.8690672517, other_time: 11.0581054688
epoch time: 72.7052001953s, input_fired_time: 1.4401999712, output_fired_time: 0.0000000000, propagate_forward_time: 69.2125930786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0524063110
validation[          , genome 15298] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       307.76526, best error:       304.64658 on epoch:    83, 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: 356.9080200195s, input_fired_time: 6.9583334923, output_fired_time: 0.0000000000, propagate_forward_time: 340.0604248047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.8892517090
best training[          , genome 15298] predictions:   49997/  50000 (99.99%), best:    9899/10000 (98.99%), error:       112.75541, best error:       304.64658 on epoch:    83, 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: 70.8805541992s, input_fired_time: 1.4103883505, output_fired_time: 0.0000000000, propagate_forward_time: 67.4640884399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0060806274
   testing[          , genome 15298] predictions:    9920/  10000 (99.20%), best:    9899/10000 (98.99%), error:       254.53807, best error:       304.64658 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:53:15 (6960): called boinc_finish(0)

</stderr_txt>
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