Nameexact_genome_1512568488_42_2384_1
Workunit2583141
Created6 Dec 2017, 23:26:06 UTC
Sent6 Dec 2017, 23:30:33 UTC
Report deadline9 Dec 2017, 0:18:19 UTC
Received7 Dec 2017, 0:52:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 17 min 29 sec
CPU time1 hours 14 min 25 sec
Validate stateValid
Credit508.29
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.31 MB
Peak swap size157.04 MB
Peak disk usage1.76 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0379971527, output_fired_time: 0.0000000000, propagate_forward_time: 2.9559097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968997002
validation[          , genome  2384] predictions:    9470/  10000 (94.70%), best:    9481/10000 (94.81%), error:      1750.05957, best error:      1721.01917 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.3290405273s, input_fired_time: 0.3071394563, output_fired_time: 0.3121683002, propagate_forward_time: 14.9337368011, propagate_backward_time: 22.5092639923, weight_update_time: 0.1335994452, other_time: 2.2667312622
epoch time: 3.5082070827s, input_fired_time: 0.0393000469, output_fired_time: 0.0000000000, propagate_forward_time: 3.0579085350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109985828
validation[          , genome  2384] predictions:    9480/  10000 (94.80%), best:    9481/10000 (94.81%), error:      1788.88721, best error:      1721.01917 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 40.6777420044s, input_fired_time: 0.3077012002, output_fired_time: 0.3177383244, propagate_forward_time: 14.9463615417, propagate_backward_time: 22.7713623047, weight_update_time: 0.1380595714, other_time: 2.3345794678
epoch time: 3.5151922703s, input_fired_time: 0.0395847708, output_fired_time: 0.0000000000, propagate_forward_time: 3.0580315590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175758362
validation[          , genome  2384] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1646.31616, best error:      1646.31616 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 40.9369125366s, input_fired_time: 0.3062313497, output_fired_time: 0.3184619844, propagate_forward_time: 15.1785535812, propagate_backward_time: 22.8624248505, weight_update_time: 0.1370075792, other_time: 2.2712383270
epoch time: 3.4152209759s, input_fired_time: 0.0382181220, output_fired_time: 0.0000000000, propagate_forward_time: 2.9846525192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923504353
validation[          , genome  2384] predictions:    9466/  10000 (94.66%), best:    9529/10000 (95.29%), error:      1775.67542, best error:      1646.31616 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.4781379700s, input_fired_time: 0.3059453666, output_fired_time: 0.3140826523, propagate_forward_time: 14.9379987717, propagate_backward_time: 22.6471481323, weight_update_time: 0.1343818009, other_time: 2.2729606628
epoch time: 3.2902240753s, input_fired_time: 0.0386158079, output_fired_time: 0.0000000000, propagate_forward_time: 2.8636629581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879454136
validation[          , genome  2384] predictions:    9497/  10000 (94.97%), best:    9529/10000 (95.29%), error:      1761.50305, best error:      1646.31616 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.8733253479s, input_fired_time: 0.3030180931, output_fired_time: 0.3115902245, propagate_forward_time: 14.7090797424, propagate_backward_time: 22.2764701843, weight_update_time: 0.1360342205, other_time: 2.2731666565
epoch time: 3.5350365639s, input_fired_time: 0.0397923365, output_fired_time: 0.0000000000, propagate_forward_time: 3.0781319141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171123505
validation[          , genome  2384] predictions:    9509/  10000 (95.09%), best:    9529/10000 (95.29%), error:      1659.54700, best error:      1646.31616 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.6332550049s, input_fired_time: 0.3076497912, output_fired_time: 0.3158279657, propagate_forward_time: 15.0547256470, propagate_backward_time: 22.7088050842, weight_update_time: 0.1353449076, other_time: 2.2462463379
epoch time: 3.5253036022s, input_fired_time: 0.0394655801, output_fired_time: 0.0000000000, propagate_forward_time: 3.0802385807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055993557
validation[          , genome  2384] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1645.37830, best error:      1645.37830 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 40.9949340820s, input_fired_time: 0.3108586073, output_fired_time: 0.3178451657, propagate_forward_time: 15.1840534210, propagate_backward_time: 22.8891201019, weight_update_time: 0.1367866546, other_time: 2.2930564880
epoch time: 3.4663350582s, input_fired_time: 0.0386697911, output_fired_time: 0.0000000000, propagate_forward_time: 3.0280649662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996002674
validation[          , genome  2384] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1606.60876, best error:      1606.60876 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.7966957092s, input_fired_time: 0.3104079366, output_fired_time: 0.3147634566, propagate_forward_time: 15.0699777603, propagate_backward_time: 22.7620372772, weight_update_time: 0.1371264607, other_time: 2.3395099640
epoch time: 3.4737350941s, input_fired_time: 0.0384230055, output_fired_time: 0.0000000000, propagate_forward_time: 3.0288672447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064447880
validation[          , genome  2384] predictions:    9500/  10000 (95.00%), best:    9520/10000 (95.20%), error:      1681.67932, best error:      1606.60876 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 39.4008293152s, input_fired_time: 0.3009902537, output_fired_time: 0.3073611856, propagate_forward_time: 14.4665765762, propagate_backward_time: 22.0611095428, weight_update_time: 0.1323759556, other_time: 2.2647914886
epoch time: 3.4608018398s, input_fired_time: 0.0381293073, output_fired_time: 0.0000000000, propagate_forward_time: 3.0164175034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062550068
validation[          , genome  2384] predictions:    9509/  10000 (95.09%), best:    9520/10000 (95.20%), error:      1639.29163, best error:      1606.60876 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.8685340881s, input_fired_time: 0.3092746735, output_fired_time: 0.3142837882, propagate_forward_time: 15.1749095917, propagate_backward_time: 22.7407493591, weight_update_time: 0.1364221275, other_time: 2.3293132782
epoch time: 3.4618835449s, input_fired_time: 0.0383988917, output_fired_time: 0.0000000000, propagate_forward_time: 3.0292448997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942396641
validation[          , genome  2384] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1597.27393, best error:      1597.27393 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.6188316345s, input_fired_time: 0.3049892783, output_fired_time: 0.3143984079, propagate_forward_time: 15.0721616745, propagate_backward_time: 22.6941070557, weight_update_time: 0.1352405250, other_time: 2.2331733704
epoch time: 3.4475905895s, input_fired_time: 0.0388505682, output_fired_time: 0.0000000000, propagate_forward_time: 3.0064406395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022994041
validation[          , genome  2384] predictions:    9526/  10000 (95.26%), best:    9540/10000 (95.40%), error:      1608.41211, best error:      1597.27393 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.5314598083s, input_fired_time: 0.3063136637, output_fired_time: 0.3140190840, propagate_forward_time: 15.0243043900, propagate_backward_time: 22.6458911896, weight_update_time: 0.1352204829, other_time: 2.2409343719
epoch time: 3.4868919849s, input_fired_time: 0.0394723229, output_fired_time: 0.0000000000, propagate_forward_time: 3.0509681702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964514732
validation[          , genome  2384] predictions:    9528/  10000 (95.28%), best:    9540/10000 (95.40%), error:      1598.11719, best error:      1597.27393 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.9389762878s, input_fired_time: 0.3090618253, output_fired_time: 0.3179554939, propagate_forward_time: 15.1864738464, propagate_backward_time: 22.8478450775, weight_update_time: 0.1368384063, other_time: 2.2776393890
epoch time: 3.4434483051s, input_fired_time: 0.0383796841, output_fired_time: 0.0000000000, propagate_forward_time: 3.0143992901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906693459
validation[          , genome  2384] predictions:    9522/  10000 (95.22%), best:    9540/10000 (95.40%), error:      1643.17163, best error:      1597.27393 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 40.6288414001s, input_fired_time: 0.3051798344, output_fired_time: 0.3141718209, propagate_forward_time: 15.0244741440, propagate_backward_time: 22.7143154144, weight_update_time: 0.1353043914, other_time: 2.2707004547
epoch time: 3.4580397606s, input_fired_time: 0.0379400589, output_fired_time: 0.0000000000, propagate_forward_time: 3.0264244080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936753273
validation[          , genome  2384] predictions:    9523/  10000 (95.23%), best:    9540/10000 (95.40%), error:      1624.67639, best error:      1597.27393 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.4685707092s, input_fired_time: 0.3091509342, output_fired_time: 0.3122246861, propagate_forward_time: 14.9971036911, propagate_backward_time: 22.5948333740, weight_update_time: 0.1343854517, other_time: 2.2552566528
epoch time: 3.5792915821s, input_fired_time: 0.0416017696, output_fired_time: 0.0000000000, propagate_forward_time: 3.1208639145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168260098
validation[          , genome  2384] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1584.40051, best error:      1584.40051 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 38.7609138489s, input_fired_time: 0.2980770767, output_fired_time: 0.3018229902, propagate_forward_time: 14.3146772385, propagate_backward_time: 21.6451816559, weight_update_time: 0.1322372556, other_time: 2.2011547089
epoch time: 3.1934342384s, input_fired_time: 0.0369281918, output_fired_time: 0.0000000000, propagate_forward_time: 2.7733664513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831396103
validation[          , genome  2384] predictions:    9543/  10000 (95.43%), best:    9526/10000 (95.26%), error:      1591.41272, best error:      1584.40051 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.0440864563s, input_fired_time: 0.3091231585, output_fired_time: 0.3116964400, propagate_forward_time: 14.8047876358, propagate_backward_time: 22.3433151245, weight_update_time: 0.1360851079, other_time: 2.2751655579
epoch time: 3.4691762924s, input_fired_time: 0.0393781476, output_fired_time: 0.0000000000, propagate_forward_time: 3.0392990112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904991150
validation[          , genome  2384] predictions:    9533/  10000 (95.33%), best:    9526/10000 (95.26%), error:      1609.04932, best error:      1584.40051 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.9594841003s, input_fired_time: 0.3118239641, output_fired_time: 0.3174328506, propagate_forward_time: 15.1543292999, propagate_backward_time: 22.8702602386, weight_update_time: 0.1364046186, other_time: 2.3056373596
epoch time: 3.4855120182s, input_fired_time: 0.0391429327, output_fired_time: 0.0000000000, propagate_forward_time: 3.0537407398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926284313
validation[          , genome  2384] predictions:    9527/  10000 (95.27%), best:    9526/10000 (95.26%), error:      1614.43799, best error:      1584.40051 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.4538879395s, input_fired_time: 0.3081853986, output_fired_time: 0.3138982356, propagate_forward_time: 14.9420366287, propagate_backward_time: 22.6059226990, weight_update_time: 0.1350906640, other_time: 2.2838439941
epoch time: 3.4721505642s, input_fired_time: 0.0386662260, output_fired_time: 0.0000000000, propagate_forward_time: 3.0438899994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895943165
validation[          , genome  2384] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1536.66809, best error:      1536.66809 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.4316291809s, input_fired_time: 0.3098106086, output_fired_time: 0.3132443726, propagate_forward_time: 14.8613386154, propagate_backward_time: 22.6557331085, weight_update_time: 0.1353012621, other_time: 2.2915019989
epoch time: 3.2175965309s, input_fired_time: 0.0380467139, output_fired_time: 0.0000000000, propagate_forward_time: 2.7728133202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067366123
validation[          , genome  2384] predictions:    9529/  10000 (95.29%), best:    9547/10000 (95.47%), error:      1590.47461, best error:      1536.66809 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.4532470703s, input_fired_time: 0.3086413145, output_fired_time: 0.3123067319, propagate_forward_time: 14.9512414932, propagate_backward_time: 22.5998725891, weight_update_time: 0.1360073537, other_time: 2.2811889648
epoch time: 3.4285824299s, input_fired_time: 0.0389617048, output_fired_time: 0.0000000000, propagate_forward_time: 3.0005319118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890888691
validation[          , genome  2384] predictions:    9541/  10000 (95.41%), best:    9547/10000 (95.47%), error:      1556.09473, best error:      1536.66809 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.2177543640s, input_fired_time: 0.3037250042, output_fired_time: 0.3101629913, propagate_forward_time: 14.9424772263, propagate_backward_time: 22.4284229279, weight_update_time: 0.1348492056, other_time: 2.2329654694
epoch time: 3.4393424988s, input_fired_time: 0.0402002670, output_fired_time: 0.0000000000, propagate_forward_time: 2.9903502464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087920189
validation[          , genome  2384] predictions:    9535/  10000 (95.35%), best:    9547/10000 (95.47%), error:      1570.85620, best error:      1536.66809 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.6276359558s, input_fired_time: 0.3097721934, output_fired_time: 0.3122823536, propagate_forward_time: 15.0396375656, propagate_backward_time: 22.6683177948, weight_update_time: 0.1351246089, other_time: 2.2976245880
epoch time: 3.4119198322s, input_fired_time: 0.0395240709, output_fired_time: 0.0000000000, propagate_forward_time: 2.9755983353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967974186
validation[          , genome  2384] predictions:    9531/  10000 (95.31%), best:    9547/10000 (95.47%), error:      1618.57080, best error:      1536.66809 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 40.4236564636s, input_fired_time: 0.3090769351, output_fired_time: 0.3153622448, propagate_forward_time: 14.9732971191, propagate_backward_time: 22.6064224243, weight_update_time: 0.1351329535, other_time: 2.2194976807
epoch time: 3.4389417171s, input_fired_time: 0.0391915888, output_fired_time: 0.0000000000, propagate_forward_time: 3.0054247379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943254948
validation[          , genome  2384] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1532.84705, best error:      1532.84705 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 40.7817459106s, input_fired_time: 0.3107413650, output_fired_time: 0.3169278800, propagate_forward_time: 15.0484266281, propagate_backward_time: 22.7779846191, weight_update_time: 0.1383632123, other_time: 2.3276634216
epoch time: 3.4667251110s, input_fired_time: 0.0391692780, output_fired_time: 0.0000000000, propagate_forward_time: 3.0225646496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049911499
validation[          , genome  2384] predictions:    9539/  10000 (95.39%), best:    9570/10000 (95.70%), error:      1568.20825, best error:      1532.84705 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.5413856506s, input_fired_time: 0.3075299263, output_fired_time: 0.3104555309, propagate_forward_time: 14.3822193146, propagate_backward_time: 22.2070827484, weight_update_time: 0.1362389326, other_time: 2.3340988159
epoch time: 3.4431452751s, input_fired_time: 0.0387795791, output_fired_time: 0.0000000000, propagate_forward_time: 3.0053415298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990242481
validation[          , genome  2384] predictions:    9531/  10000 (95.31%), best:    9570/10000 (95.70%), error:      1578.34448, best error:      1532.84705 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.7979393005s, input_fired_time: 0.3046225011, output_fired_time: 0.3137146533, propagate_forward_time: 14.5803165436, propagate_backward_time: 22.3484516144, weight_update_time: 0.1345820874, other_time: 2.2508354187
epoch time: 3.5563955307s, input_fired_time: 0.0409063883, output_fired_time: 0.0000000000, propagate_forward_time: 3.1019742489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135148525
validation[          , genome  2384] predictions:    9562/  10000 (95.62%), best:    9570/10000 (95.70%), error:      1536.28137, best error:      1532.84705 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.8591232300s, input_fired_time: 0.3121788204, output_fired_time: 0.3145339787, propagate_forward_time: 15.1427650452, propagate_backward_time: 22.7860240936, weight_update_time: 0.1360622495, other_time: 2.3036212921
epoch time: 3.5791621208s, input_fired_time: 0.0410425216, output_fired_time: 0.0000000000, propagate_forward_time: 3.1136038303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245157242
validation[          , genome  2384] predictions:    9540/  10000 (95.40%), best:    9570/10000 (95.70%), error:      1578.39575, best error:      1532.84705 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.6641769409s, input_fired_time: 0.3132937253, output_fired_time: 0.3162474036, propagate_forward_time: 15.0650606155, propagate_backward_time: 22.6895046234, weight_update_time: 0.1354503036, other_time: 2.2800731659
epoch time: 3.6223254204s, input_fired_time: 0.0419034883, output_fired_time: 0.0000000000, propagate_forward_time: 3.1618008614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186210632
validation[          , genome  2384] predictions:    9557/  10000 (95.57%), best:    9570/10000 (95.70%), error:      1544.28430, best error:      1532.84705 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 40.9189567566s, input_fired_time: 0.3136586249, output_fired_time: 0.3158169687, propagate_forward_time: 15.2013101578, propagate_backward_time: 22.7870998383, weight_update_time: 0.1356013417, other_time: 2.3010692596
epoch time: 3.4370932579s, input_fired_time: 0.0394477323, output_fired_time: 0.0000000000, propagate_forward_time: 3.0050370693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926084042
validation[          , genome  2384] predictions:    9523/  10000 (95.23%), best:    9570/10000 (95.70%), error:      1596.05725, best error:      1532.84705 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.0438880920s, input_fired_time: 0.3137333989, output_fired_time: 0.3200832009, propagate_forward_time: 15.2364740372, propagate_backward_time: 22.8648948669, weight_update_time: 0.1378754079, other_time: 2.3087043762
epoch time: 3.2473368645s, input_fired_time: 0.0390255190, output_fired_time: 0.0000000000, propagate_forward_time: 2.7914497852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168615341
validation[          , genome  2384] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1530.21716, best error:      1530.21716 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.7835731506s, input_fired_time: 0.3140694201, output_fired_time: 0.3160117269, propagate_forward_time: 15.1410160065, propagate_backward_time: 22.7633495331, weight_update_time: 0.1351656318, other_time: 2.2491264343
epoch time: 3.3763496876s, input_fired_time: 0.0401975811, output_fired_time: 0.0000000000, propagate_forward_time: 2.9358091354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003429413
validation[          , genome  2384] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1510.17603, best error:      1510.17603 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.4362983704s, input_fired_time: 0.3102402985, output_fired_time: 0.3147182465, propagate_forward_time: 14.8832235336, propagate_backward_time: 22.5904731750, weight_update_time: 0.1356466860, other_time: 2.3376426697
epoch time: 3.4752180576s, input_fired_time: 0.0398664363, output_fired_time: 0.0000000000, propagate_forward_time: 3.0315914154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037601948
validation[          , genome  2384] predictions:    9546/  10000 (95.46%), best:    9571/10000 (95.71%), error:      1517.74609, best error:      1510.17603 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 41.1785011292s, input_fired_time: 0.3166626096, output_fired_time: 0.3214974105, propagate_forward_time: 15.2684459686, propagate_backward_time: 22.9675998688, weight_update_time: 0.1402953714, other_time: 2.3042945862
epoch time: 3.3784458637s, input_fired_time: 0.0392875448, output_fired_time: 0.0000000000, propagate_forward_time: 2.9493451118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898131847
validation[          , genome  2384] predictions:    9519/  10000 (95.19%), best:    9571/10000 (95.71%), error:      1585.05640, best error:      1510.17603 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 38.0156669617s, input_fired_time: 0.2996388674, output_fired_time: 0.2962712049, propagate_forward_time: 14.0434093475, propagate_backward_time: 21.1711902618, weight_update_time: 0.1297319978, other_time: 2.2051544189
epoch time: 3.5988893509s, input_fired_time: 0.0409304723, output_fired_time: 0.0000000000, propagate_forward_time: 3.1388280392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191308022
validation[          , genome  2384] predictions:    9544/  10000 (95.44%), best:    9571/10000 (95.71%), error:      1569.20605, best error:      1510.17603 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.8475875854s, input_fired_time: 0.3219190240, output_fired_time: 0.3253778815, propagate_forward_time: 15.5201025009, propagate_backward_time: 23.3033466339, weight_update_time: 0.1398054063, other_time: 2.3768405914
epoch time: 3.4747099876s, input_fired_time: 0.0395624824, output_fired_time: 0.0000000000, propagate_forward_time: 3.0342721939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008753300
validation[          , genome  2384] predictions:    9531/  10000 (95.31%), best:    9571/10000 (95.71%), error:      1563.47961, best error:      1510.17603 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.6050338745s, input_fired_time: 0.3138766587, output_fired_time: 0.3151568174, propagate_forward_time: 14.9934988022, propagate_backward_time: 22.7363071442, weight_update_time: 0.1342460960, other_time: 2.2461948395
epoch time: 3.5954251289s, input_fired_time: 0.0419512205, output_fired_time: 0.0000000000, propagate_forward_time: 3.1305165291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229574203
validation[          , genome  2384] predictions:    9545/  10000 (95.45%), best:    9571/10000 (95.71%), error:      1523.72534, best error:      1510.17603 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.5460853577s, input_fired_time: 0.3103752434, output_fired_time: 0.3118170500, propagate_forward_time: 15.0126619339, propagate_backward_time: 22.5988616943, weight_update_time: 0.1363268942, other_time: 2.3123703003
epoch time: 3.4886105061s, input_fired_time: 0.0405555665, output_fired_time: 0.0000000000, propagate_forward_time: 3.0378959179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101591110
validation[          , genome  2384] predictions:    9539/  10000 (95.39%), best:    9571/10000 (95.71%), error:      1528.46765, best error:      1510.17603 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.9432868958s, input_fired_time: 0.3128148615, output_fired_time: 0.3117917776, propagate_forward_time: 14.6386651993, propagate_backward_time: 22.3551025391, weight_update_time: 0.1395889521, other_time: 2.3249130249
epoch time: 3.4768183231s, input_fired_time: 0.0412375405, output_fired_time: 0.0000000000, propagate_forward_time: 3.0311510563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044296741
validation[          , genome  2384] predictions:    9547/  10000 (95.47%), best:    9571/10000 (95.71%), error:      1552.98694, best error:      1510.17603 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.0113754272s, input_fired_time: 0.3103030324, output_fired_time: 0.3138472438, propagate_forward_time: 14.6792564392, propagate_backward_time: 22.3993759155, weight_update_time: 0.1359456629, other_time: 2.3085937500
epoch time: 3.0454232693s, input_fired_time: 0.0367032737, output_fired_time: 0.0000000000, propagate_forward_time: 2.6204082966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883116245
validation[          , genome  2384] predictions:    9530/  10000 (95.30%), best:    9571/10000 (95.71%), error:      1535.89453, best error:      1510.17603 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.1058120728s, input_fired_time: 0.3107974529, output_fired_time: 0.3137380481, propagate_forward_time: 14.7490453720, propagate_backward_time: 22.4905662537, weight_update_time: 0.1361343414, other_time: 2.2416610718
epoch time: 3.1659719944s, input_fired_time: 0.0377851464, output_fired_time: 0.0000000000, propagate_forward_time: 2.7228057384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053812027
validation[          , genome  2384] predictions:    9546/  10000 (95.46%), best:    9571/10000 (95.71%), error:      1548.65210, best error:      1510.17603 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.9708862305s, input_fired_time: 0.3171629012, output_fired_time: 0.3163594604, propagate_forward_time: 15.1917285919, propagate_backward_time: 22.8541221619, weight_update_time: 0.1359150559, other_time: 2.2915134430
epoch time: 3.4643154144s, input_fired_time: 0.0403814912, output_fired_time: 0.0000000000, propagate_forward_time: 3.0324006081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915333748
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9571/10000 (95.71%), error:      1516.68103, best error:      1510.17603 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.7033729553s, input_fired_time: 0.3152018785, output_fired_time: 0.3139451146, propagate_forward_time: 15.0955085754, propagate_backward_time: 22.7146625519, weight_update_time: 0.1360052824, other_time: 2.2640552521
epoch time: 3.5531387329s, input_fired_time: 0.0409536883, output_fired_time: 0.0000000000, propagate_forward_time: 3.0961370468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160480499
validation[          , genome  2384] predictions:    9510/  10000 (95.10%), best:    9571/10000 (95.71%), error:      1564.12952, best error:      1510.17603 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 41.3465919495s, input_fired_time: 0.3211835027, output_fired_time: 0.3211465180, propagate_forward_time: 15.3048057556, propagate_backward_time: 23.0857486725, weight_update_time: 0.1381586641, other_time: 2.3137073517
epoch time: 3.2873024940s, input_fired_time: 0.0393968746, output_fired_time: 0.0000000000, propagate_forward_time: 2.8482186794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996870518
validation[          , genome  2384] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1497.15686, best error:      1497.15686 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.9984359741s, input_fired_time: 0.3197348714, output_fired_time: 0.3181320131, propagate_forward_time: 15.1831493378, propagate_backward_time: 22.8415966034, weight_update_time: 0.1367460787, other_time: 2.3358230591
epoch time: 3.6158452034s, input_fired_time: 0.0418798514, output_fired_time: 0.0000000000, propagate_forward_time: 3.1563339233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176313877
validation[          , genome  2384] predictions:    9516/  10000 (95.16%), best:    9552/10000 (95.52%), error:      1563.17273, best error:      1497.15686 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 40.3545989990s, input_fired_time: 0.3140929043, output_fired_time: 0.3121512532, propagate_forward_time: 14.8156747818, propagate_backward_time: 22.5637722015, weight_update_time: 0.1372197419, other_time: 2.3489055634
epoch time: 3.4500722885s, input_fired_time: 0.0404069312, output_fired_time: 0.0000000000, propagate_forward_time: 3.0068671703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027981758
validation[          , genome  2384] predictions:    9564/  10000 (95.64%), best:    9552/10000 (95.52%), error:      1503.22351, best error:      1497.15686 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.4206771851s, input_fired_time: 0.3150913417, output_fired_time: 0.3111359179, propagate_forward_time: 14.9670896530, propagate_backward_time: 22.4854736328, weight_update_time: 0.1353839338, other_time: 2.3418884277
epoch time: 3.4586513042s, input_fired_time: 0.0395883471, output_fired_time: 0.0000000000, propagate_forward_time: 3.0251500607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939127922
validation[          , genome  2384] predictions:    9587/  10000 (95.87%), best:    9552/10000 (95.52%), error:      1502.85376, best error:      1497.15686 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.9504432678s, input_fired_time: 0.3128611147, output_fired_time: 0.3114600480, propagate_forward_time: 14.6544427872, propagate_backward_time: 22.3968181610, weight_update_time: 0.1347057223, other_time: 2.2748622894
epoch time: 3.4658319950s, input_fired_time: 0.0404114127, output_fired_time: 0.0000000000, propagate_forward_time: 3.0207622051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046583176
validation[          , genome  2384] predictions:    9545/  10000 (95.45%), best:    9552/10000 (95.52%), error:      1508.97559, best error:      1497.15686 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.5694198608s, input_fired_time: 0.3149356842, output_fired_time: 0.3173340857, propagate_forward_time: 14.9821958542, propagate_backward_time: 22.6523113251, weight_update_time: 0.1357396543, other_time: 2.3026447296
epoch time: 3.4275410175s, input_fired_time: 0.0404805839, output_fired_time: 0.0000000000, propagate_forward_time: 2.9956848621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913755417
validation[          , genome  2384] predictions:    9525/  10000 (95.25%), best:    9552/10000 (95.52%), error:      1556.28687, best error:      1497.15686 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 40.5932731628s, input_fired_time: 0.3142701387, output_fired_time: 0.3151832223, propagate_forward_time: 15.0867767334, propagate_backward_time: 22.6471767426, weight_update_time: 0.1337356120, other_time: 2.2298679352
epoch time: 3.5778489113s, input_fired_time: 0.0408528186, output_fired_time: 0.0000000000, propagate_forward_time: 3.1200213432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169747829
validation[          , genome  2384] predictions:    9542/  10000 (95.42%), best:    9552/10000 (95.52%), error:      1537.51404, best error:      1497.15686 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 40.2641448975s, input_fired_time: 0.3119989634, output_fired_time: 0.3150689006, propagate_forward_time: 14.8027276993, propagate_backward_time: 22.5538730621, weight_update_time: 0.1368375123, other_time: 2.2804775238
epoch time: 3.5176587105s, input_fired_time: 0.0420904905, output_fired_time: 0.0000000000, propagate_forward_time: 3.0666093826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089589119
validation[          , genome  2384] predictions:    9554/  10000 (95.54%), best:    9552/10000 (95.52%), error:      1528.00793, best error:      1497.15686 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 41.1253585815s, input_fired_time: 0.3206785619, output_fired_time: 0.3158192933, propagate_forward_time: 15.2278251648, propagate_backward_time: 22.8977184296, weight_update_time: 0.1377731413, other_time: 2.3633174896
epoch time: 3.4685528278s, input_fired_time: 0.0399797671, output_fired_time: 0.0000000000, propagate_forward_time: 3.0346477032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939254284
validation[          , genome  2384] predictions:    9539/  10000 (95.39%), best:    9552/10000 (95.52%), error:      1501.49207, best error:      1497.15686 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 41.0137252808s, input_fired_time: 0.3175708950, output_fired_time: 0.3173007667, propagate_forward_time: 15.2032556534, propagate_backward_time: 22.9061775208, weight_update_time: 0.1360395551, other_time: 2.2694244385
epoch time: 3.4908828735s, input_fired_time: 0.0397950150, output_fired_time: 0.0000000000, propagate_forward_time: 3.0581438541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929440975
validation[          , genome  2384] predictions:    9546/  10000 (95.46%), best:    9552/10000 (95.52%), error:      1526.77539, best error:      1497.15686 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 40.4992065430s, input_fired_time: 0.3148930669, output_fired_time: 0.3152791858, propagate_forward_time: 14.8949022293, propagate_backward_time: 22.6231937408, weight_update_time: 0.1379342377, other_time: 2.3509387970
epoch time: 3.4769294262s, input_fired_time: 0.0407992601, output_fired_time: 0.0000000000, propagate_forward_time: 3.0367739201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993561268
validation[          , genome  2384] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1458.79785, best error:      1458.79785 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 40.6656837463s, input_fired_time: 0.3190543056, output_fired_time: 0.3146403134, propagate_forward_time: 15.0500869751, propagate_backward_time: 22.7259254456, weight_update_time: 0.1338166595, other_time: 2.2559776306
epoch time: 3.3659777641s, input_fired_time: 0.0399780087, output_fired_time: 0.0000000000, propagate_forward_time: 2.9206991196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053006172
validation[          , genome  2384] predictions:    9532/  10000 (95.32%), best:    9564/10000 (95.64%), error:      1512.11804, best error:      1458.79785 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.9039382935s, input_fired_time: 0.3208529651, output_fired_time: 0.3187813461, propagate_forward_time: 15.0656528473, propagate_backward_time: 22.8995056152, weight_update_time: 0.1358466297, other_time: 2.2991428375
epoch time: 3.4547541142s, input_fired_time: 0.0409005806, output_fired_time: 0.0000000000, propagate_forward_time: 3.0223064423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915472031
validation[          , genome  2384] predictions:    9549/  10000 (95.49%), best:    9564/10000 (95.64%), error:      1510.79529, best error:      1458.79785 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.7396049500s, input_fired_time: 0.3157393932, output_fired_time: 0.3157830536, propagate_forward_time: 15.1172685623, propagate_backward_time: 22.7350444794, weight_update_time: 0.1348744929, other_time: 2.2557697296
epoch time: 3.6049680710s, input_fired_time: 0.0433759168, output_fired_time: 0.0000000000, propagate_forward_time: 3.1409714222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206206799
validation[          , genome  2384] predictions:    9494/  10000 (94.94%), best:    9564/10000 (95.64%), error:      1627.74207, best error:      1458.79785 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.6585655212s, input_fired_time: 0.3141425848, output_fired_time: 0.3131687343, propagate_forward_time: 15.0832614899, propagate_backward_time: 22.6912498474, weight_update_time: 0.1351409853, other_time: 2.2567424774
epoch time: 3.4526116848s, input_fired_time: 0.0402489342, output_fired_time: 0.0000000000, propagate_forward_time: 3.0196290016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927338123
validation[          , genome  2384] predictions:    9524/  10000 (95.24%), best:    9564/10000 (95.64%), error:      1539.53906, best error:      1458.79785 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 40.7038269043s, input_fired_time: 0.3223147094, output_fired_time: 0.3161148727, propagate_forward_time: 15.1340570450, propagate_backward_time: 22.6707744598, weight_update_time: 0.1345852017, other_time: 2.2605648041
epoch time: 3.4643623829s, input_fired_time: 0.0405073501, output_fired_time: 0.0000000000, propagate_forward_time: 3.0178205967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060344696
validation[          , genome  2384] predictions:    9523/  10000 (95.23%), best:    9564/10000 (95.64%), error:      1561.18005, best error:      1458.79785 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 40.3627624512s, input_fired_time: 0.3113473952, output_fired_time: 0.3137209117, propagate_forward_time: 14.8443517685, propagate_backward_time: 22.6707096100, weight_update_time: 0.1350691766, other_time: 2.2226314545
epoch time: 3.4108946323s, input_fired_time: 0.0399588160, output_fired_time: 0.0000000000, propagate_forward_time: 2.9770023823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939335346
validation[          , genome  2384] predictions:    9531/  10000 (95.31%), best:    9564/10000 (95.64%), error:      1586.38721, best error:      1458.79785 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 40.6406402588s, input_fired_time: 0.3167742491, output_fired_time: 0.3175659478, propagate_forward_time: 15.0225458145, propagate_backward_time: 22.6857776642, weight_update_time: 0.1380722374, other_time: 2.2979793549
epoch time: 3.4697427750s, input_fired_time: 0.0401659049, output_fired_time: 0.0000000000, propagate_forward_time: 3.0361704826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934063911
validation[          , genome  2384] predictions:    9518/  10000 (95.18%), best:    9564/10000 (95.64%), error:      1579.31995, best error:      1458.79785 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 40.7843055725s, input_fired_time: 0.3172063529, output_fired_time: 0.3166956007, propagate_forward_time: 15.1238298416, propagate_backward_time: 22.7350559235, weight_update_time: 0.1359720975, other_time: 2.2915172577
epoch time: 3.4328536987s, input_fired_time: 0.0433223695, output_fired_time: 0.0000000000, propagate_forward_time: 2.9612200260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283113480
validation[          , genome  2384] predictions:    9500/  10000 (95.00%), best:    9564/10000 (95.64%), error:      1609.22974, best error:      1458.79785 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 40.6382789612s, input_fired_time: 0.3149720430, output_fired_time: 0.3134778142, propagate_forward_time: 15.0611696243, propagate_backward_time: 22.6754779816, weight_update_time: 0.1367156655, other_time: 2.2731838226
epoch time: 3.4795055389s, input_fired_time: 0.0411500782, output_fired_time: 0.0000000000, propagate_forward_time: 3.0313904285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069650173
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1485.70044, best error:      1458.79785 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 40.7831878662s, input_fired_time: 0.3210118115, output_fired_time: 0.3174267709, propagate_forward_time: 15.0722789764, propagate_backward_time: 22.7452239990, weight_update_time: 0.1361270398, other_time: 2.3272457123
epoch time: 3.4510929585s, input_fired_time: 0.0409568287, output_fired_time: 0.0000000000, propagate_forward_time: 3.0171284676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930077553
validation[          , genome  2384] predictions:    9475/  10000 (94.75%), best:    9564/10000 (95.64%), error:      1747.43994, best error:      1458.79785 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.3300895691s, input_fired_time: 0.3134255707, output_fired_time: 0.3121431172, propagate_forward_time: 14.9579162598, propagate_backward_time: 22.5241107941, weight_update_time: 0.1322082430, other_time: 2.2224941254
epoch time: 3.4679884911s, input_fired_time: 0.0411045514, output_fired_time: 0.0000000000, propagate_forward_time: 3.0282263756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986575603
validation[          , genome  2384] predictions:    9561/  10000 (95.61%), best:    9564/10000 (95.64%), error:      1486.77417, best error:      1458.79785 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.7881164551s, input_fired_time: 0.3170931041, output_fired_time: 0.3157034516, propagate_forward_time: 15.1229362488, propagate_backward_time: 22.7787227631, weight_update_time: 0.1354012638, other_time: 2.2536602020
epoch time: 3.4607923031s, input_fired_time: 0.0413027517, output_fired_time: 0.0000000000, propagate_forward_time: 3.0165715218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029181004
validation[          , genome  2384] predictions:    9511/  10000 (95.11%), best:    9564/10000 (95.64%), error:      1583.10461, best error:      1458.79785 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.6483840942s, input_fired_time: 0.3164846003, output_fired_time: 0.3107907772, propagate_forward_time: 15.0439720154, propagate_backward_time: 22.6417236328, weight_update_time: 0.1369684041, other_time: 2.3354110718
epoch time: 3.7069535255s, input_fired_time: 0.0428229310, output_fired_time: 0.0000000000, propagate_forward_time: 3.2335453033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305853844
validation[          , genome  2384] predictions:    9498/  10000 (94.98%), best:    9564/10000 (95.64%), error:      1613.82092, best error:      1458.79785 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.8439178467s, input_fired_time: 0.3180842400, output_fired_time: 0.3171449900, propagate_forward_time: 15.1397256851, propagate_backward_time: 22.7846107483, weight_update_time: 0.1368585825, other_time: 2.2843513489
epoch time: 3.4888100624s, input_fired_time: 0.0404841378, output_fired_time: 0.0000000000, propagate_forward_time: 3.0524585247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958673477
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1581.17139, best error:      1458.79785 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 41.1739501953s, input_fired_time: 0.3223981857, output_fired_time: 0.3202295899, propagate_forward_time: 15.2346372604, propagate_backward_time: 22.9698333740, weight_update_time: 0.1380283386, other_time: 2.3268508911
epoch time: 3.6997864246s, input_fired_time: 0.0436977372, output_fired_time: 0.0000000000, propagate_forward_time: 3.2247960567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312925339
validation[          , genome  2384] predictions:    9516/  10000 (95.16%), best:    9564/10000 (95.64%), error:      1604.13989, best error:      1458.79785 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.3591537476s, input_fired_time: 0.3162683845, output_fired_time: 0.3140324652, propagate_forward_time: 14.8072586060, propagate_backward_time: 22.5634860992, weight_update_time: 0.1362271458, other_time: 2.3581066132
epoch time: 3.5389118195s, input_fired_time: 0.0422864482, output_fired_time: 0.0000000000, propagate_forward_time: 3.0806419849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159834385
validation[          , genome  2384] predictions:    9538/  10000 (95.38%), best:    9564/10000 (95.64%), error:      1483.98999, best error:      1458.79785 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.5969657898s, input_fired_time: 0.3177552223, output_fired_time: 0.3156499267, propagate_forward_time: 15.0255899429, propagate_backward_time: 22.6044864655, weight_update_time: 0.1363575459, other_time: 2.3334827423
epoch time: 3.5965445042s, input_fired_time: 0.0438516848, output_fired_time: 0.0000000000, propagate_forward_time: 3.1286115646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240813255
validation[          , genome  2384] predictions:    9556/  10000 (95.56%), best:    9564/10000 (95.64%), error:      1462.40186, best error:      1458.79785 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.8187561035s, input_fired_time: 0.3199995756, output_fired_time: 0.3154439628, propagate_forward_time: 15.1075973511, propagate_backward_time: 22.7364273071, weight_update_time: 0.1375294626, other_time: 2.3392868042
epoch time: 3.5244998932s, input_fired_time: 0.0421386994, output_fired_time: 0.0000000000, propagate_forward_time: 3.0782015324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041595459
validation[          , genome  2384] predictions:    9545/  10000 (95.45%), best:    9564/10000 (95.64%), error:      1549.28882, best error:      1458.79785 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.5998649597s, input_fired_time: 0.3107897937, output_fired_time: 0.3150413930, propagate_forward_time: 15.0647420883, propagate_backward_time: 22.6732501984, weight_update_time: 0.1356476247, other_time: 2.2360401154
epoch time: 3.5238063335s, input_fired_time: 0.0407015048, output_fired_time: 0.0000000000, propagate_forward_time: 3.0831692219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999357224
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1504.50317, best error:      1458.79785 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.4520454407s, input_fired_time: 0.3184814155, output_fired_time: 0.3115675449, propagate_forward_time: 15.0196437836, propagate_backward_time: 22.4679336548, weight_update_time: 0.1343255192, other_time: 2.3344173431
epoch time: 3.4741530418s, input_fired_time: 0.0405077673, output_fired_time: 0.0000000000, propagate_forward_time: 3.0418918133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917534351
validation[          , genome  2384] predictions:    9523/  10000 (95.23%), best:    9564/10000 (95.64%), error:      1560.01172, best error:      1458.79785 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 40.6523361206s, input_fired_time: 0.3167404234, output_fired_time: 0.3140144348, propagate_forward_time: 15.0852108002, propagate_backward_time: 22.7140235901, weight_update_time: 0.1339631230, other_time: 2.2223453522
epoch time: 3.4487366676s, input_fired_time: 0.0417588577, output_fired_time: 0.0000000000, propagate_forward_time: 3.0088043213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981735706
validation[          , genome  2384] predictions:    9508/  10000 (95.08%), best:    9564/10000 (95.64%), error:      1667.38904, best error:      1458.79785 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.4481735229s, input_fired_time: 0.3184812665, output_fired_time: 0.3162847757, propagate_forward_time: 14.9138393402, propagate_backward_time: 22.5794715881, weight_update_time: 0.1346379519, other_time: 2.3200969696
epoch time: 3.5375549793s, input_fired_time: 0.0414562710, output_fired_time: 0.0000000000, propagate_forward_time: 3.0878961086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082026482
validation[          , genome  2384] predictions:    9534/  10000 (95.34%), best:    9564/10000 (95.64%), error:      1553.39246, best error:      1458.79785 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 41.1193618774s, input_fired_time: 0.3248092234, output_fired_time: 0.3149909675, propagate_forward_time: 15.2612466812, propagate_backward_time: 22.8960361481, weight_update_time: 0.1375642866, other_time: 2.3222789764
epoch time: 3.4553630352s, input_fired_time: 0.0405015573, output_fired_time: 0.0000000000, propagate_forward_time: 3.0228860378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919754028
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1492.98059, best error:      1458.79785 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 41.1357460022s, input_fired_time: 0.3253209889, output_fired_time: 0.3182071447, propagate_forward_time: 15.2934522629, propagate_backward_time: 22.9024772644, weight_update_time: 0.1358730346, other_time: 2.2962875366
epoch time: 3.4562363625s, input_fired_time: 0.0411206372, output_fired_time: 0.0000000000, propagate_forward_time: 3.0210833549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940324783
validation[          , genome  2384] predictions:    9527/  10000 (95.27%), best:    9564/10000 (95.64%), error:      1579.85181, best error:      1458.79785 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 40.6529312134s, input_fired_time: 0.3194841743, output_fired_time: 0.3132574558, propagate_forward_time: 15.0602483749, propagate_backward_time: 22.6629199982, weight_update_time: 0.1367371976, other_time: 2.2970180511
epoch time: 3.5026302338s, input_fired_time: 0.0418633260, output_fired_time: 0.0000000000, propagate_forward_time: 3.0604870319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002797604
validation[          , genome  2384] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1537.63892, best error:      1458.79785 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 40.2901268005s, input_fired_time: 0.3189374804, output_fired_time: 0.3103628457, propagate_forward_time: 14.8796510696, propagate_backward_time: 22.4430503845, weight_update_time: 0.1349162161, other_time: 2.3381233215
epoch time: 3.4820051193s, input_fired_time: 0.0406693853, output_fired_time: 0.0000000000, propagate_forward_time: 3.0342638493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070718288
validation[          , genome  2384] predictions:    9560/  10000 (95.60%), best:    9564/10000 (95.64%), error:      1476.35583, best error:      1458.79785 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 39.5241546631s, input_fired_time: 0.3158701658, output_fired_time: 0.3097477555, propagate_forward_time: 14.2991609573, propagate_backward_time: 22.2020244598, weight_update_time: 0.1348198950, other_time: 2.3973522186
epoch time: 3.4994938374s, input_fired_time: 0.0414045006, output_fired_time: 0.0000000000, propagate_forward_time: 3.0526936054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053957462
validation[          , genome  2384] predictions:    9551/  10000 (95.51%), best:    9564/10000 (95.64%), error:      1520.18591, best error:      1458.79785 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.7177352905s, input_fired_time: 0.3193566799, output_fired_time: 0.3133581281, propagate_forward_time: 15.1128549576, propagate_backward_time: 22.7389278412, weight_update_time: 0.1346963793, other_time: 2.2332401276
epoch time: 3.1360385418s, input_fired_time: 0.0387876332, output_fired_time: 0.0000000000, propagate_forward_time: 2.6605620384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366889000
validation[          , genome  2384] predictions:    9541/  10000 (95.41%), best:    9564/10000 (95.64%), error:      1474.75378, best error:      1458.79785 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 39.3798561096s, input_fired_time: 0.3093391061, output_fired_time: 0.3057304919, propagate_forward_time: 14.5237884521, propagate_backward_time: 22.0076217651, weight_update_time: 0.1329253465, other_time: 2.2333793640
epoch time: 3.4461829662s, input_fired_time: 0.0410157368, output_fired_time: 0.0000000000, propagate_forward_time: 3.0160436630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891236782
validation[          , genome  2384] predictions:    9536/  10000 (95.36%), best:    9564/10000 (95.64%), error:      1498.32068, best error:      1458.79785 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 41.0465126038s, input_fired_time: 0.3269814551, output_fired_time: 0.3183534741, propagate_forward_time: 15.0924863815, propagate_backward_time: 22.9571876526, weight_update_time: 0.1371796131, other_time: 2.3515052795
epoch time: 3.1562936306s, input_fired_time: 0.0388563797, output_fired_time: 0.0000000000, propagate_forward_time: 2.6981208324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193165302
validation[          , genome  2384] predictions:    9522/  10000 (95.22%), best:    9564/10000 (95.64%), error:      1573.30273, best error:      1458.79785 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 40.2954597473s, input_fired_time: 0.3146575987, output_fired_time: 0.3112854362, propagate_forward_time: 14.8838348389, propagate_backward_time: 22.5165195465, weight_update_time: 0.1356463283, other_time: 2.2691593170
epoch time: 3.4550602436s, input_fired_time: 0.0409032702, output_fired_time: 0.0000000000, propagate_forward_time: 3.0201413631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940155506
validation[          , genome  2384] predictions:    9438/  10000 (94.38%), best:    9564/10000 (95.64%), error:      1779.21082, best error:      1458.79785 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 40.7908401489s, input_fired_time: 0.3216631413, output_fired_time: 0.3164376020, propagate_forward_time: 15.0738449097, propagate_backward_time: 22.7711772919, weight_update_time: 0.1377338320, other_time: 2.3077182770
epoch time: 3.4735798836s, input_fired_time: 0.0403931178, output_fired_time: 0.0000000000, propagate_forward_time: 3.0406386852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925480843
validation[          , genome  2384] predictions:    9539/  10000 (95.39%), best:    9564/10000 (95.64%), error:      1554.98108, best error:      1458.79785 on epoch:    68, 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: 16.9936389923s, input_fired_time: 0.1997101158, output_fired_time: 0.0000000000, propagate_forward_time: 14.7072277069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0867004395
best training[          , genome  2384] predictions:   48651/  50000 (97.30%), best:    9564/10000 (95.64%), error:      5081.59570, best error:      1458.79785 on epoch:    68, 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: 3.5429093838s, input_fired_time: 0.0416593440, output_fired_time: 0.0000000000, propagate_forward_time: 3.0742218494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270281792
   testing[          , genome  2384] predictions:    9645/  10000 (96.45%), best:    9564/10000 (95.64%), error:      1310.58496, best error:      1458.79785 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:48:12 (3716): called boinc_finish(0)

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