Nameexact_genome_1512568488_45_6670_1
Workunit2604597
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline15 Dec 2017, 11:25:19 UTC
Received8 Dec 2017, 12:12:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 27 min 33 sec
CPU time4 hours 22 min 54 sec
Validate stateValid
Credit1,897.34
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.66 MB
Peak swap size152.39 MB
Peak disk usage1.17 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
12, weight_update_time: 0.1564109027, other_time: 7.7870178223
epoch time: 12.2701234818s, input_fired_time: 0.1511260122, output_fired_time: 0.0000000000, propagate_forward_time: 10.5706167221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5483808517
validation[          , genome  6670] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:      1014.48657, best error:       863.34668 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 145.4380187988s, input_fired_time: 1.4185340405, output_fired_time: 0.9245177507, propagate_forward_time: 52.8564872742, propagate_backward_time: 82.3540115356, weight_update_time: 0.1564438343, other_time: 7.8844680786
epoch time: 12.3355093002s, input_fired_time: 0.1558719724, output_fired_time: 0.0000000000, propagate_forward_time: 10.6647510529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5148859024
validation[          , genome  6670] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       914.88232, best error:       863.34668 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 145.6014099121s, input_fired_time: 1.4365791082, output_fired_time: 0.9552546740, propagate_forward_time: 52.9614639282, propagate_backward_time: 82.4723358154, weight_update_time: 0.1566448212, other_time: 7.7757644653
epoch time: 12.2640790939s, input_fired_time: 0.1536239833, output_fired_time: 0.0000000000, propagate_forward_time: 10.6137580872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4966974258
validation[          , genome  6670] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:      1011.28320, best error:       863.34668 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.2642669678s, input_fired_time: 1.4453755617, output_fired_time: 0.9330649972, propagate_forward_time: 52.8487472534, propagate_backward_time: 82.1295166016, weight_update_time: 0.1647330225, other_time: 7.9075698853
epoch time: 12.2846422195s, input_fired_time: 0.1530491859, output_fired_time: 0.0000000000, propagate_forward_time: 10.6247348785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5068578720
validation[          , genome  6670] predictions:    9620/  10000 (96.20%), best:    9753/10000 (97.53%), error:      1288.08154, best error:       863.34668 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 145.4694061279s, input_fired_time: 1.4526963234, output_fired_time: 0.9347891808, propagate_forward_time: 53.2384605408, propagate_backward_time: 81.9583053589, weight_update_time: 0.1565974057, other_time: 7.8851547241
epoch time: 12.1619510651s, input_fired_time: 0.1555797309, output_fired_time: 0.0000000000, propagate_forward_time: 10.5167102814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4896612167
validation[          , genome  6670] predictions:    9676/  10000 (96.76%), best:    9753/10000 (97.53%), error:      1098.30200, best error:       863.34668 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 145.7023925781s, input_fired_time: 1.4208185673, output_fired_time: 0.9346866012, propagate_forward_time: 53.2121810913, propagate_backward_time: 82.3068695068, weight_update_time: 0.1615027189, other_time: 7.8278274536
epoch time: 12.2162866592s, input_fired_time: 0.1528603286, output_fired_time: 0.0000000000, propagate_forward_time: 10.5477380753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5156879425
validation[          , genome  6670] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:      1006.68207, best error:       863.34668 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 148.1024780273s, input_fired_time: 1.4648482800, output_fired_time: 0.9680067897, propagate_forward_time: 54.0150794983, propagate_backward_time: 83.6163787842, weight_update_time: 0.1644983143, other_time: 8.0381774902
epoch time: 12.2160024643s, input_fired_time: 0.1523247808, output_fired_time: 0.0000000000, propagate_forward_time: 10.5681676865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4955101013
validation[          , genome  6670] predictions:    9701/  10000 (97.01%), best:    9753/10000 (97.53%), error:      1015.22894, best error:       863.34668 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 145.4133148193s, input_fired_time: 1.4312967062, output_fired_time: 0.9239128828, propagate_forward_time: 53.2734947205, propagate_backward_time: 82.0172805786, weight_update_time: 0.1566230804, other_time: 7.7673263550
epoch time: 12.1760597229s, input_fired_time: 0.1520223767, output_fired_time: 0.0000000000, propagate_forward_time: 10.5332641602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4907732010
validation[          , genome  6670] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       937.95142, best error:       863.34668 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 145.8596801758s, input_fired_time: 1.4372946024, output_fired_time: 0.9498657584, propagate_forward_time: 52.9717254639, propagate_backward_time: 82.6853561401, weight_update_time: 0.1562906802, other_time: 7.8154373169
epoch time: 12.3383350372s, input_fired_time: 0.1581262350, output_fired_time: 0.0000000000, propagate_forward_time: 10.6566381454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5235710144
validation[          , genome  6670] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       950.85938, best error:       863.34668 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.4575958252s, input_fired_time: 1.4276131392, output_fired_time: 0.9743627310, propagate_forward_time: 53.0236740112, propagate_backward_time: 82.2354431152, weight_update_time: 0.1564604193, other_time: 7.7965011597
epoch time: 12.3264160156s, input_fired_time: 0.1552961022, output_fired_time: 0.0000000000, propagate_forward_time: 10.6108264923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5602931976
validation[          , genome  6670] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       933.13745, best error:       863.34668 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.0412597656s, input_fired_time: 1.4423927069, output_fired_time: 0.9442358017, propagate_forward_time: 52.8003273010, propagate_backward_time: 82.1055755615, weight_update_time: 0.1558057666, other_time: 7.7487335205
epoch time: 12.3136968613s, input_fired_time: 0.1560081393, output_fired_time: 0.0000000000, propagate_forward_time: 10.6026515961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550374985
validation[          , genome  6670] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       923.48315, best error:       863.34668 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 147.9665374756s, input_fired_time: 1.4474620819, output_fired_time: 0.9664772749, propagate_forward_time: 53.6892585754, propagate_backward_time: 83.4285812378, weight_update_time: 0.1564716101, other_time: 8.4347610474
epoch time: 13.3385572433s, input_fired_time: 0.1614792645, output_fired_time: 0.0000000000, propagate_forward_time: 10.7775621414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3995161057
validation[          , genome  6670] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:      1035.51196, best error:       863.34668 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.4118194580s, input_fired_time: 1.4471669197, output_fired_time: 0.9352301359, propagate_forward_time: 53.0729255676, propagate_backward_time: 82.1749267578, weight_update_time: 0.1571841687, other_time: 7.7815704346
epoch time: 12.2694578171s, input_fired_time: 0.1549493372, output_fired_time: 0.0000000000, propagate_forward_time: 10.6228246689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4916839600
validation[          , genome  6670] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       854.37543, best error:       854.37543 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 145.2531585693s, input_fired_time: 1.4400902987, output_fired_time: 0.9292792082, propagate_forward_time: 52.8940467834, propagate_backward_time: 82.1328125000, weight_update_time: 0.1559393853, other_time: 7.8569335938
epoch time: 12.2344694138s, input_fired_time: 0.1554161757, output_fired_time: 0.0000000000, propagate_forward_time: 10.5556182861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5234346390
validation[          , genome  6670] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       930.95636, best error:       854.37543 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.4809570312s, input_fired_time: 1.4455242157, output_fired_time: 0.9236037731, propagate_forward_time: 52.9352989197, propagate_backward_time: 82.3410339355, weight_update_time: 0.1651937068, other_time: 7.8354949951
epoch time: 12.3102025986s, input_fired_time: 0.1605552286, output_fired_time: 0.0000000000, propagate_forward_time: 10.6500329971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996147156
validation[          , genome  6670] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       813.75177, best error:       813.75177 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 145.6364288330s, input_fired_time: 1.4535048008, output_fired_time: 0.9215784073, propagate_forward_time: 52.8131332397, propagate_backward_time: 82.5302886963, weight_update_time: 0.1564420760, other_time: 7.9179153442
epoch time: 12.2851371765s, input_fired_time: 0.1549718827, output_fired_time: 0.0000000000, propagate_forward_time: 10.6217880249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5083770752
validation[          , genome  6670] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       772.36145, best error:       772.36145 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 145.7216186523s, input_fired_time: 1.4796605110, output_fired_time: 0.9234836698, propagate_forward_time: 53.1456756592, propagate_backward_time: 82.2155685425, weight_update_time: 0.1566264480, other_time: 7.9572372437
epoch time: 12.3862543106s, input_fired_time: 0.1580886245, output_fired_time: 0.0000000000, propagate_forward_time: 10.7002897263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5278759003
validation[          , genome  6670] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       777.23364, best error:       772.36145 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 145.6102752686s, input_fired_time: 1.4481518269, output_fired_time: 0.9588607550, propagate_forward_time: 53.1411514282, propagate_backward_time: 82.2040786743, weight_update_time: 0.1560619026, other_time: 7.8580322266
epoch time: 12.2596740723s, input_fired_time: 0.1567423940, output_fired_time: 0.0000000000, propagate_forward_time: 10.5695877075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5333442688
validation[          , genome  6670] predictions:    9739/  10000 (97.39%), best:    9784/10000 (97.84%), error:       900.11230, best error:       772.36145 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 145.9041748047s, input_fired_time: 1.4566534758, output_fired_time: 0.9287167192, propagate_forward_time: 53.2957191467, propagate_backward_time: 82.3139190674, weight_update_time: 0.1602840275, other_time: 7.9091796875
epoch time: 12.2879695892s, input_fired_time: 0.1582094580, output_fired_time: 0.0000000000, propagate_forward_time: 10.6356964111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4940633774
validation[          , genome  6670] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       819.49609, best error:       772.36145 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 145.3334197998s, input_fired_time: 1.4427655935, output_fired_time: 0.9332148433, propagate_forward_time: 52.9348526001, propagate_backward_time: 82.1578063965, weight_update_time: 0.1565268189, other_time: 7.8647842407
epoch time: 12.2490501404s, input_fired_time: 0.1583890766, output_fired_time: 0.0000000000, propagate_forward_time: 10.5884265900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5022344589
validation[          , genome  6670] predictions:    9769/  10000 (97.69%), best:    9784/10000 (97.84%), error:       831.08521, best error:       772.36145 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 145.9111022949s, input_fired_time: 1.4454535246, output_fired_time: 0.9322882891, propagate_forward_time: 53.2507896423, propagate_backward_time: 82.4913253784, weight_update_time: 0.1573574096, other_time: 7.7912521362
epoch time: 12.2396154404s, input_fired_time: 0.1592131555, output_fired_time: 0.0000000000, propagate_forward_time: 10.5796880722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5007143021
validation[          , genome  6670] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       890.01184, best error:       772.36145 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.5363311768s, input_fired_time: 1.4658980370, output_fired_time: 0.9277193546, propagate_forward_time: 53.0893173218, propagate_backward_time: 82.1927337646, weight_update_time: 0.1601787806, other_time: 7.8606643677
epoch time: 12.2722740173s, input_fired_time: 0.1549239010, output_fired_time: 0.0000000000, propagate_forward_time: 10.6107769012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5065736771
validation[          , genome  6670] predictions:    9738/  10000 (97.38%), best:    9784/10000 (97.84%), error:       913.49036, best error:       772.36145 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 145.0501403809s, input_fired_time: 1.4408849478, output_fired_time: 0.9718925953, propagate_forward_time: 52.8891410828, propagate_backward_time: 81.8879470825, weight_update_time: 0.1636820883, other_time: 7.8602676392
epoch time: 12.3781280518s, input_fired_time: 0.1590146273, output_fired_time: 0.0000000000, propagate_forward_time: 10.7095022202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5096111298
validation[          , genome  6670] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       793.25433, best error:       772.36145 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 145.0167846680s, input_fired_time: 1.4570292234, output_fired_time: 0.9208958149, propagate_forward_time: 52.7949676514, propagate_backward_time: 81.9519653320, weight_update_time: 0.1610333323, other_time: 7.8919219971
epoch time: 12.2522106171s, input_fired_time: 0.1582221091, output_fired_time: 0.0000000000, propagate_forward_time: 10.5761232376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178651810
validation[          , genome  6670] predictions:    9739/  10000 (97.39%), best:    9784/10000 (97.84%), error:       926.06134, best error:       772.36145 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 145.1938323975s, input_fired_time: 1.4504272938, output_fired_time: 0.9315370917, propagate_forward_time: 52.7507514954, propagate_backward_time: 82.2602615356, weight_update_time: 0.1603133827, other_time: 7.8008651733
epoch time: 12.3091373444s, input_fired_time: 0.1595459133, output_fired_time: 0.0000000000, propagate_forward_time: 10.6513071060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4982843399
validation[          , genome  6670] predictions:    9705/  10000 (97.05%), best:    9784/10000 (97.84%), error:       981.00653, best error:       772.36145 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.9119720459s, input_fired_time: 1.4559050798, output_fired_time: 0.9264288545, propagate_forward_time: 53.2366981506, propagate_backward_time: 82.4645080566, weight_update_time: 0.1610854715, other_time: 7.8284454346
epoch time: 12.3831119537s, input_fired_time: 0.1590550244, output_fired_time: 0.0000000000, propagate_forward_time: 10.7240648270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4999923706
validation[          , genome  6670] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       823.92987, best error:       772.36145 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.7609252930s, input_fired_time: 1.4905347824, output_fired_time: 0.9500910044, propagate_forward_time: 52.9061889648, propagate_backward_time: 82.6278228760, weight_update_time: 0.1569689065, other_time: 7.7862854004
epoch time: 12.4107561111s, input_fired_time: 0.1657036990, output_fired_time: 0.0000000000, propagate_forward_time: 10.7286891937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5163631439
validation[          , genome  6670] predictions:    9726/  10000 (97.26%), best:    9784/10000 (97.84%), error:       878.91681, best error:       772.36145 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 145.8982849121s, input_fired_time: 1.4574160576, output_fired_time: 0.9395663738, propagate_forward_time: 52.8964767456, propagate_backward_time: 82.6643676758, weight_update_time: 0.1574399620, other_time: 7.9404678345
epoch time: 12.3402729034s, input_fired_time: 0.1592421234, output_fired_time: 0.0000000000, propagate_forward_time: 10.6632070541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178241730
validation[          , genome  6670] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       850.23358, best error:       772.36145 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 145.4398193359s, input_fired_time: 1.5352090597, output_fired_time: 0.9591216445, propagate_forward_time: 53.1562919617, propagate_backward_time: 81.9995498657, weight_update_time: 0.1567422450, other_time: 7.7896499634
epoch time: 12.3093929291s, input_fired_time: 0.1585279405, output_fired_time: 0.0000000000, propagate_forward_time: 10.6242837906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5265808105
validation[          , genome  6670] predictions:    9743/  10000 (97.43%), best:    9784/10000 (97.84%), error:       852.62988, best error:       772.36145 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 145.5872192383s, input_fired_time: 1.4816755056, output_fired_time: 0.9319885373, propagate_forward_time: 52.9429359436, propagate_backward_time: 82.2836151123, weight_update_time: 0.1608963907, other_time: 7.9470062256
epoch time: 12.2054224014s, input_fired_time: 0.1607943177, output_fired_time: 0.0000000000, propagate_forward_time: 10.5481472015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4964809418
validation[          , genome  6670] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       823.57867, best error:       772.36145 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 146.0153503418s, input_fired_time: 1.4673370123, output_fired_time: 0.9347387552, propagate_forward_time: 53.1446990967, propagate_backward_time: 82.6042480469, weight_update_time: 0.1564256996, other_time: 7.8643341064
epoch time: 12.2683658600s, input_fired_time: 0.1601221412, output_fired_time: 0.0000000000, propagate_forward_time: 10.5898180008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184259415
validation[          , genome  6670] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       839.16577, best error:       772.36145 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 145.7271118164s, input_fired_time: 1.4766165018, output_fired_time: 0.9223431945, propagate_forward_time: 53.1552848816, propagate_backward_time: 82.3245620728, weight_update_time: 0.1573203802, other_time: 7.8482894897
epoch time: 12.4125213623s, input_fired_time: 0.1603473574, output_fired_time: 0.0000000000, propagate_forward_time: 10.7314147949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5207595825
validation[          , genome  6670] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       830.95764, best error:       772.36145 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 145.9315490723s, input_fired_time: 1.4707418680, output_fired_time: 0.9350653887, propagate_forward_time: 53.0765953064, propagate_backward_time: 82.5351486206, weight_update_time: 0.1730860323, other_time: 7.9139938354
epoch time: 12.2731447220s, input_fired_time: 0.1591689736, output_fired_time: 0.0000000000, propagate_forward_time: 10.5611238480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5528516769
validation[          , genome  6670] predictions:    9709/  10000 (97.09%), best:    9784/10000 (97.84%), error:      1001.27496, best error:       772.36145 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 145.8263244629s, input_fired_time: 1.4584033489, output_fired_time: 0.9637817144, propagate_forward_time: 53.2679824829, propagate_backward_time: 82.2581253052, weight_update_time: 0.1643116176, other_time: 7.8780364990
epoch time: 12.2137994766s, input_fired_time: 0.1560615003, output_fired_time: 0.0000000000, propagate_forward_time: 10.5056753159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5520629883
validation[          , genome  6670] predictions:    9752/  10000 (97.52%), best:    9784/10000 (97.84%), error:       899.77765, best error:       772.36145 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 145.7950134277s, input_fired_time: 1.4813501835, output_fired_time: 0.9257848263, propagate_forward_time: 53.1156921387, propagate_backward_time: 82.2815856934, weight_update_time: 0.1605690569, other_time: 7.9906005859
epoch time: 12.1975030899s, input_fired_time: 0.1583337933, output_fired_time: 0.0000000000, propagate_forward_time: 10.5398712158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4992980957
validation[          , genome  6670] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       753.66968, best error:       753.66968 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 145.3121032715s, input_fired_time: 1.4808220863, output_fired_time: 0.9302521348, propagate_forward_time: 53.1377296448, propagate_backward_time: 81.9959030151, weight_update_time: 0.1569809020, other_time: 7.7674026489
epoch time: 12.4408063889s, input_fired_time: 0.1591844261, output_fired_time: 0.0000000000, propagate_forward_time: 10.7129936218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5686283112
validation[          , genome  6670] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       782.53497, best error:       753.66968 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 145.6920318604s, input_fired_time: 1.4907028675, output_fired_time: 0.9296683669, propagate_forward_time: 52.8724784851, propagate_backward_time: 82.4987792969, weight_update_time: 0.1566581726, other_time: 7.9003906250
epoch time: 12.2593336105s, input_fired_time: 0.1591370553, output_fired_time: 0.0000000000, propagate_forward_time: 10.6027793884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4974174500
validation[          , genome  6670] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       777.08826, best error:       753.66968 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.1359252930s, input_fired_time: 1.5269656181, output_fired_time: 0.9277272224, propagate_forward_time: 53.0273323059, propagate_backward_time: 81.8753128052, weight_update_time: 0.1562904567, other_time: 7.7785873413
epoch time: 12.2245140076s, input_fired_time: 0.1675922126, output_fired_time: 0.0000000000, propagate_forward_time: 10.5447721481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5121498108
validation[          , genome  6670] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       743.45996, best error:       743.45996 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.8007812500s, input_fired_time: 1.4925169945, output_fired_time: 0.9259649515, propagate_forward_time: 53.0355377197, propagate_backward_time: 82.3271789551, weight_update_time: 0.1645612121, other_time: 8.0195770264
epoch time: 12.3623094559s, input_fired_time: 0.1601959318, output_fired_time: 0.0000000000, propagate_forward_time: 10.6987590790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5033540726
validation[          , genome  6670] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       838.40002, best error:       743.45996 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.5504913330s, input_fired_time: 1.4714365005, output_fired_time: 0.9478514194, propagate_forward_time: 53.2908668518, propagate_backward_time: 82.8760604858, weight_update_time: 0.1570812613, other_time: 7.9642868042
epoch time: 12.1125555038s, input_fired_time: 0.1623303294, output_fired_time: 0.0000000000, propagate_forward_time: 10.4597187042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4905061722
validation[          , genome  6670] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       740.90729, best error:       740.90729 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 145.0148010254s, input_fired_time: 1.4495818615, output_fired_time: 0.9315761328, propagate_forward_time: 52.6784934998, propagate_backward_time: 82.1480789185, weight_update_time: 0.1568025947, other_time: 7.8070602417
epoch time: 12.3445415497s, input_fired_time: 0.1700434685, output_fired_time: 0.0000000000, propagate_forward_time: 10.6628446579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5116529465
validation[          , genome  6670] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       827.73376, best error:       740.90729 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.6030120850s, input_fired_time: 1.4747992754, output_fired_time: 0.9660003781, propagate_forward_time: 52.9846229553, propagate_backward_time: 82.3516006470, weight_update_time: 0.1574432552, other_time: 7.8259963989
epoch time: 12.2517566681s, input_fired_time: 0.1611564904, output_fired_time: 0.0000000000, propagate_forward_time: 10.5892162323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5013837814
validation[          , genome  6670] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       868.61365, best error:       740.90729 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 145.6595611572s, input_fired_time: 1.4664671421, output_fired_time: 0.9606341720, propagate_forward_time: 53.0799255371, propagate_backward_time: 82.2985000610, weight_update_time: 0.1612802446, other_time: 7.8540420532
epoch time: 12.3319644928s, input_fired_time: 0.1605584919, output_fired_time: 0.0000000000, propagate_forward_time: 10.6250352859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463705063
validation[          , genome  6670] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       802.00818, best error:       740.90729 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.9824523926s, input_fired_time: 1.4809863567, output_fired_time: 0.9700893760, propagate_forward_time: 53.1789588928, propagate_backward_time: 82.5603179932, weight_update_time: 0.1569534242, other_time: 7.7920989990
epoch time: 12.2996702194s, input_fired_time: 0.1603361517, output_fired_time: 0.0000000000, propagate_forward_time: 10.6336622238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5056715012
validation[          , genome  6670] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       779.65625, best error:       740.90729 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.1347961426s, input_fired_time: 1.4886255264, output_fired_time: 0.9343717098, propagate_forward_time: 53.1538276672, propagate_backward_time: 82.5734176636, weight_update_time: 0.1573879421, other_time: 7.9845504761
epoch time: 12.2220525742s, input_fired_time: 0.1610116214, output_fired_time: 0.0000000000, propagate_forward_time: 10.5460882187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5149526596
validation[          , genome  6670] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       789.01080, best error:       740.90729 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.4055633545s, input_fired_time: 1.4644969702, output_fired_time: 0.9474836588, propagate_forward_time: 53.1526451111, propagate_backward_time: 81.9856414795, weight_update_time: 0.1562705785, other_time: 7.8553009033
epoch time: 12.3515663147s, input_fired_time: 0.1610963643, output_fired_time: 0.0000000000, propagate_forward_time: 10.6931915283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4972782135
validation[          , genome  6670] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       814.20618, best error:       740.90729 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 145.5335540771s, input_fired_time: 1.4604135752, output_fired_time: 0.9382800460, propagate_forward_time: 53.1638259888, propagate_backward_time: 82.1193695068, weight_update_time: 0.1567560732, other_time: 7.8516616821
epoch time: 12.2163209915s, input_fired_time: 0.1601902992, output_fired_time: 0.0000000000, propagate_forward_time: 10.5369148254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5192155838
validation[          , genome  6670] predictions:    9794/  10000 (97.94%), best:    9791/10000 (97.91%), error:       754.26727, best error:       740.90729 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 145.2846679688s, input_fired_time: 1.4658619165, output_fired_time: 0.9250121117, propagate_forward_time: 52.7487907410, propagate_backward_time: 82.3767776489, weight_update_time: 0.1561890990, other_time: 7.7682113647
epoch time: 12.4331712723s, input_fired_time: 0.1621391326, output_fired_time: 0.0000000000, propagate_forward_time: 10.7376317978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334005356
validation[          , genome  6670] predictions:    9743/  10000 (97.43%), best:    9791/10000 (97.91%), error:       868.18042, best error:       740.90729 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 145.5860900879s, input_fired_time: 1.4725136757, output_fired_time: 0.9242562056, propagate_forward_time: 52.8548355103, propagate_backward_time: 82.4006042480, weight_update_time: 0.1570562869, other_time: 7.9338760376
epoch time: 12.2791423798s, input_fired_time: 0.1636153162, output_fired_time: 0.0000000000, propagate_forward_time: 10.6275844574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4879426956
validation[          , genome  6670] predictions:    9787/  10000 (97.87%), best:    9791/10000 (97.91%), error:       765.50195, best error:       740.90729 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.7557525635s, input_fired_time: 1.5018887520, output_fired_time: 0.9497185946, propagate_forward_time: 53.1792335510, propagate_backward_time: 82.2708053589, weight_update_time: 0.1650668532, other_time: 7.8541030884
epoch time: 12.3792495728s, input_fired_time: 0.1630098969, output_fired_time: 0.0000000000, propagate_forward_time: 10.6999559402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5162839890
validation[          , genome  6670] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       799.15094, best error:       740.90729 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 145.7081298828s, input_fired_time: 1.4961074591, output_fired_time: 0.9399136901, propagate_forward_time: 53.0277519226, propagate_backward_time: 82.3816528320, weight_update_time: 0.1557964534, other_time: 7.8627014160
epoch time: 12.2980899811s, input_fired_time: 0.1885887086, output_fired_time: 0.0000000000, propagate_forward_time: 10.6015338898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5079669952
validation[          , genome  6670] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       868.15601, best error:       740.90729 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 145.2143859863s, input_fired_time: 1.4677945375, output_fired_time: 0.9333028197, propagate_forward_time: 52.9113311768, propagate_backward_time: 82.1013717651, weight_update_time: 0.1653489619, other_time: 7.8005905151
epoch time: 12.4871520996s, input_fired_time: 0.1615883708, output_fired_time: 0.0000000000, propagate_forward_time: 10.6841306686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414327621
validation[          , genome  6670] predictions:    9740/  10000 (97.40%), best:    9791/10000 (97.91%), error:       902.02600, best error:       740.90729 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 145.4846038818s, input_fired_time: 1.4716150761, output_fired_time: 0.9275937080, propagate_forward_time: 53.0871353149, propagate_backward_time: 82.0990982056, weight_update_time: 0.1570328921, other_time: 7.8991546631
epoch time: 12.1935796738s, input_fired_time: 0.1613441855, output_fired_time: 0.0000000000, propagate_forward_time: 10.5099687576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5222663879
validation[          , genome  6670] predictions:    9741/  10000 (97.41%), best:    9791/10000 (97.91%), error:       876.84900, best error:       740.90729 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.7541961670s, input_fired_time: 1.4745998383, output_fired_time: 0.9501459599, propagate_forward_time: 53.2570266724, propagate_backward_time: 82.2571716309, weight_update_time: 0.1561559290, other_time: 7.8152542114
epoch time: 12.3415145874s, input_fired_time: 0.1629741788, output_fired_time: 0.0000000000, propagate_forward_time: 10.5763349533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6022052765
validation[          , genome  6670] predictions:    9766/  10000 (97.66%), best:    9791/10000 (97.91%), error:       799.97363, best error:       740.90729 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 145.6224060059s, input_fired_time: 1.4776725769, output_fired_time: 0.9188696742, propagate_forward_time: 53.0561485291, propagate_backward_time: 82.3056488037, weight_update_time: 0.1569795310, other_time: 7.8640594482
epoch time: 12.2295417786s, input_fired_time: 0.1599665284, output_fired_time: 0.0000000000, propagate_forward_time: 10.5399799347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5295953751
validation[          , genome  6670] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       785.89166, best error:       740.90729 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 145.5677185059s, input_fired_time: 1.4961637259, output_fired_time: 0.9334451556, propagate_forward_time: 53.0119285583, propagate_backward_time: 82.2599334717, weight_update_time: 0.1559134126, other_time: 7.8662414551
epoch time: 12.2156705856s, input_fired_time: 0.1614906788, output_fired_time: 0.0000000000, propagate_forward_time: 10.5200939178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5340862274
validation[          , genome  6670] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       758.86188, best error:       740.90729 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.0410766602s, input_fired_time: 1.4827189445, output_fired_time: 0.9505051970, propagate_forward_time: 53.3097953796, propagate_backward_time: 82.4597549438, weight_update_time: 0.1569985002, other_time: 7.8383102417
epoch time: 12.3258094788s, input_fired_time: 0.1652203798, output_fired_time: 0.0000000000, propagate_forward_time: 10.6521596909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5084295273
validation[          , genome  6670] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       838.51898, best error:       740.90729 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 145.5720520020s, input_fired_time: 1.4702521563, output_fired_time: 0.9312288761, propagate_forward_time: 53.0376243591, propagate_backward_time: 82.2431259155, weight_update_time: 0.1814140677, other_time: 7.8898239136
epoch time: 12.2107744217s, input_fired_time: 0.1625892371, output_fired_time: 0.0000000000, propagate_forward_time: 10.5269794464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5212059021
validation[          , genome  6670] predictions:    9716/  10000 (97.16%), best:    9791/10000 (97.91%), error:       968.36731, best error:       740.90729 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 145.4942779541s, input_fired_time: 1.4708030224, output_fired_time: 0.9226334095, propagate_forward_time: 52.9859237671, propagate_backward_time: 82.2348861694, weight_update_time: 0.1569223255, other_time: 7.8800201416
epoch time: 12.2836904526s, input_fired_time: 0.1629748940, output_fired_time: 0.0000000000, propagate_forward_time: 10.6113767624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5093383789
validation[          , genome  6670] predictions:    9753/  10000 (97.53%), best:    9791/10000 (97.91%), error:       811.99670, best error:       740.90729 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 145.5720825195s, input_fired_time: 1.4715586901, output_fired_time: 0.9735251665, propagate_forward_time: 52.7100639343, propagate_backward_time: 82.6183013916, weight_update_time: 0.1574441493, other_time: 7.7986297607
epoch time: 12.3458614349s, input_fired_time: 0.1653831154, output_fired_time: 0.0000000000, propagate_forward_time: 10.6570796967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233983994
validation[          , genome  6670] predictions:    9740/  10000 (97.40%), best:    9791/10000 (97.91%), error:       891.99298, best error:       740.90729 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 145.7482604980s, input_fired_time: 1.4720494747, output_fired_time: 0.9696998596, propagate_forward_time: 53.0594520569, propagate_backward_time: 82.3942413330, weight_update_time: 0.1570833772, other_time: 7.8528289795
epoch time: 12.2943344116s, input_fired_time: 0.1648942977, output_fired_time: 0.0000000000, propagate_forward_time: 10.6103725433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5190677643
validation[          , genome  6670] predictions:    9729/  10000 (97.29%), best:    9791/10000 (97.91%), error:       906.18359, best error:       740.90729 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 145.5141906738s, input_fired_time: 1.4757257700, output_fired_time: 0.9399596453, propagate_forward_time: 52.9737777710, propagate_backward_time: 82.2852020264, weight_update_time: 0.1562278420, other_time: 7.8395309448
epoch time: 12.2188167572s, input_fired_time: 0.1656809002, output_fired_time: 0.0000000000, propagate_forward_time: 10.5351638794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5179719925
validation[          , genome  6670] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       799.51556, best error:       740.90729 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.4920501709s, input_fired_time: 1.4742329121, output_fired_time: 0.9214040041, propagate_forward_time: 52.9397277832, propagate_backward_time: 82.2293090820, weight_update_time: 0.1637502462, other_time: 7.9273834229
epoch time: 12.3450241089s, input_fired_time: 0.1639150977, output_fired_time: 0.0000000000, propagate_forward_time: 10.6693124771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5117969513
validation[          , genome  6670] predictions:    9716/  10000 (97.16%), best:    9791/10000 (97.91%), error:       953.08234, best error:       740.90729 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.6724090576s, input_fired_time: 1.4917879105, output_fired_time: 0.9377022982, propagate_forward_time: 53.1456375122, propagate_backward_time: 82.2315139771, weight_update_time: 0.1606145799, other_time: 7.8657684326
epoch time: 12.3731441498s, input_fired_time: 0.1651487201, output_fired_time: 0.0000000000, propagate_forward_time: 10.6544380188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5535573959
validation[          , genome  6670] predictions:    9736/  10000 (97.36%), best:    9791/10000 (97.91%), error:       913.75116, best error:       740.90729 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.0118713379s, input_fired_time: 1.4784340858, output_fired_time: 0.9284923077, propagate_forward_time: 53.2537269592, propagate_backward_time: 82.5140380859, weight_update_time: 0.1566953212, other_time: 7.8371734619
epoch time: 12.3669147491s, input_fired_time: 0.1658216268, output_fired_time: 0.0000000000, propagate_forward_time: 10.6616334915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394592285
validation[          , genome  6670] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       777.90588, best error:       740.90729 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 145.7704467773s, input_fired_time: 1.4805091619, output_fired_time: 0.9253016114, propagate_forward_time: 53.1812133789, propagate_backward_time: 82.3427429199, weight_update_time: 0.1562872529, other_time: 7.8406677246
epoch time: 12.3443069458s, input_fired_time: 0.1646994650, output_fired_time: 0.0000000000, propagate_forward_time: 10.6761808395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5034265518
validation[          , genome  6670] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       769.90417, best error:       740.90729 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.5179901123s, input_fired_time: 1.4806969166, output_fired_time: 0.9443470836, propagate_forward_time: 53.6563796997, propagate_backward_time: 82.4496994019, weight_update_time: 0.1562979966, other_time: 7.9868621826
epoch time: 12.5313940048s, input_fired_time: 0.1683760434, output_fired_time: 0.0000000000, propagate_forward_time: 10.8070220947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5559959412
validation[          , genome  6670] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       937.14325, best error:       740.90729 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 145.6224517822s, input_fired_time: 1.5344426632, output_fired_time: 0.9264711142, propagate_forward_time: 53.0353927612, propagate_backward_time: 82.3041458130, weight_update_time: 0.1563420147, other_time: 7.8220062256
epoch time: 12.3698844910s, input_fired_time: 0.1662768722, output_fired_time: 0.0000000000, propagate_forward_time: 10.6952447891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5083627701
validation[          , genome  6670] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       778.21857, best error:       740.90729 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.5156860352s, input_fired_time: 1.5070048571, output_fired_time: 0.9420824051, propagate_forward_time: 53.4176177979, propagate_backward_time: 82.8312530518, weight_update_time: 0.1568379849, other_time: 7.8177337646
epoch time: 12.3681602478s, input_fired_time: 0.1726422161, output_fired_time: 0.0000000000, propagate_forward_time: 10.6848449707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106735229
validation[          , genome  6670] predictions:    9733/  10000 (97.33%), best:    9791/10000 (97.91%), error:       905.12842, best error:       740.90729 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.6124114990s, input_fired_time: 1.4797258377, output_fired_time: 0.9833938479, propagate_forward_time: 53.1382713318, propagate_backward_time: 82.2015075684, weight_update_time: 0.1563721448, other_time: 7.8095092773
epoch time: 12.3084926605s, input_fired_time: 0.1672302186, output_fired_time: 0.0000000000, propagate_forward_time: 10.6291179657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5121440887
validation[          , genome  6670] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       738.18982, best error:       738.18982 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 146.0999145508s, input_fired_time: 1.4982923269, output_fired_time: 0.9533962011, propagate_forward_time: 53.1452484131, propagate_backward_time: 82.6960906982, weight_update_time: 0.1567272842, other_time: 7.8068847656
epoch time: 12.2845315933s, input_fired_time: 0.1663501859, output_fired_time: 0.0000000000, propagate_forward_time: 10.5626640320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5555171967
validation[          , genome  6670] predictions:    9784/  10000 (97.84%), best:    9788/10000 (97.88%), error:       785.12079, best error:       738.18982 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 145.7505950928s, input_fired_time: 1.5390561819, output_fired_time: 0.9263997078, propagate_forward_time: 53.2702484131, propagate_backward_time: 82.1770401001, weight_update_time: 0.1566701531, other_time: 7.8378372192
epoch time: 12.3560838699s, input_fired_time: 0.1908369064, output_fired_time: 0.0000000000, propagate_forward_time: 10.6573362350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5079107285
validation[          , genome  6670] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       879.82147, best error:       738.18982 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 145.4647521973s, input_fired_time: 1.5115123987, output_fired_time: 0.9280701280, propagate_forward_time: 53.0743522644, propagate_backward_time: 82.1120758057, weight_update_time: 0.1564372033, other_time: 7.8387451172
epoch time: 12.2104148865s, input_fired_time: 0.1665062308, output_fired_time: 0.0000000000, propagate_forward_time: 10.5207729340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5231361389
validation[          , genome  6670] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       787.71179, best error:       738.18982 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 145.9345550537s, input_fired_time: 1.5547270775, output_fired_time: 0.9460914135, propagate_forward_time: 53.3676261902, propagate_backward_time: 82.2134246826, weight_update_time: 0.1572726667, other_time: 7.8526763916
epoch time: 12.3277063370s, input_fired_time: 0.1757061630, output_fired_time: 0.0000000000, propagate_forward_time: 10.6625604630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4894399643
validation[          , genome  6670] predictions:    9770/  10000 (97.70%), best:    9788/10000 (97.88%), error:       764.62476, best error:       738.18982 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 145.3837738037s, input_fired_time: 1.5006520748, output_fired_time: 0.9583847523, propagate_forward_time: 52.8839759827, propagate_backward_time: 82.1233978271, weight_update_time: 0.1560922861, other_time: 7.9173583984
epoch time: 12.2626543045s, input_fired_time: 0.1686844826, output_fired_time: 0.0000000000, propagate_forward_time: 10.5420408249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5519285202
validation[          , genome  6670] predictions:    9720/  10000 (97.20%), best:    9788/10000 (97.88%), error:       921.29590, best error:       738.18982 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 145.8037872314s, input_fired_time: 1.5058237314, output_fired_time: 0.9261367321, propagate_forward_time: 53.1096534729, propagate_backward_time: 82.3814392090, weight_update_time: 0.1568619609, other_time: 7.8807373047
epoch time: 12.3932285309s, input_fired_time: 0.1680061519, output_fired_time: 0.0000000000, propagate_forward_time: 10.7029666901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5222558975
validation[          , genome  6670] predictions:    9761/  10000 (97.61%), best:    9788/10000 (97.88%), error:       826.59070, best error:       738.18982 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 145.8246307373s, input_fired_time: 1.4921648502, output_fired_time: 0.9340093136, propagate_forward_time: 53.2752189636, propagate_backward_time: 82.2905883789, weight_update_time: 0.1561076343, other_time: 7.8326416016
epoch time: 12.4426975250s, input_fired_time: 0.2110314518, output_fired_time: 0.0000000000, propagate_forward_time: 10.7194538116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5122117996
validation[          , genome  6670] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       843.97815, best error:       738.18982 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 149.6794738770s, input_fired_time: 1.5275980234, output_fired_time: 0.9742795825, propagate_forward_time: 54.5595092773, propagate_backward_time: 84.4344100952, weight_update_time: 0.1604872942, other_time: 8.1836776733
epoch time: 13.2367668152s, input_fired_time: 0.1844586879, output_fired_time: 0.0000000000, propagate_forward_time: 11.3888711929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6634368896
validation[          , genome  6670] predictions:    9727/  10000 (97.27%), best:    9788/10000 (97.88%), error:       922.13568, best error:       738.18982 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.2989807129s, input_fired_time: 1.5400338173, output_fired_time: 0.9645968080, propagate_forward_time: 53.8087806702, propagate_backward_time: 83.9845809937, weight_update_time: 0.1672818959, other_time: 8.0009841919
epoch time: 12.2998342514s, input_fired_time: 0.1744280905, output_fired_time: 0.0000000000, propagate_forward_time: 10.6183176041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5070886612
validation[          , genome  6670] predictions:    9752/  10000 (97.52%), best:    9788/10000 (97.88%), error:       829.68311, best error:       738.18982 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 145.6921234131s, input_fired_time: 1.4932498932, output_fired_time: 0.9492276907, propagate_forward_time: 53.0983390808, propagate_backward_time: 82.3319778442, weight_update_time: 0.1585908383, other_time: 7.8193130493
epoch time: 12.3653888702s, input_fired_time: 0.1719226390, output_fired_time: 0.0000000000, propagate_forward_time: 10.6709280014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225381851
validation[          , genome  6670] predictions:    9776/  10000 (97.76%), best:    9788/10000 (97.88%), error:       756.14526, best error:       738.18982 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 145.8612060547s, input_fired_time: 1.4943771362, output_fired_time: 1.0063254833, propagate_forward_time: 52.9815368652, propagate_backward_time: 82.6249771118, weight_update_time: 0.1569540203, other_time: 7.7539749146
epoch time: 12.2892389297s, input_fired_time: 0.1667778939, output_fired_time: 0.0000000000, propagate_forward_time: 10.6060009003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5164604187
validation[          , genome  6670] predictions:    9767/  10000 (97.67%), best:    9788/10000 (97.88%), error:       823.73480, best error:       738.18982 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.0690917969s, input_fired_time: 1.5242129564, output_fired_time: 0.9339873791, propagate_forward_time: 53.2489128113, propagate_backward_time: 82.5166778564, weight_update_time: 0.1841632724, other_time: 7.8452911377
epoch time: 12.3367156982s, input_fired_time: 0.1714723855, output_fired_time: 0.0000000000, propagate_forward_time: 10.6497135162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5155296326
validation[          , genome  6670] predictions:    9749/  10000 (97.49%), best:    9788/10000 (97.88%), error:       848.63037, best error:       738.18982 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.6402893066s, input_fired_time: 1.5184433460, output_fired_time: 0.9225667715, propagate_forward_time: 53.0580329895, propagate_backward_time: 82.2372665405, weight_update_time: 0.1569786072, other_time: 7.9039840698
epoch time: 12.2952384949s, input_fired_time: 0.1684326977, output_fired_time: 0.0000000000, propagate_forward_time: 10.5968360901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5299701691
validation[          , genome  6670] predictions:    9758/  10000 (97.58%), best:    9788/10000 (97.88%), error:       825.68695, best error:       738.18982 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 146.2435302734s, input_fired_time: 1.4864214659, output_fired_time: 0.9373326302, propagate_forward_time: 53.0877914429, propagate_backward_time: 82.8889541626, weight_update_time: 0.1563898623, other_time: 7.8430328369
epoch time: 12.3846588135s, input_fired_time: 0.1697210819, output_fired_time: 0.0000000000, propagate_forward_time: 10.6823949814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5325431824
validation[          , genome  6670] predictions:    9692/  10000 (96.92%), best:    9788/10000 (97.88%), error:      1062.90491, best error:       738.18982 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 145.9294281006s, input_fired_time: 1.5795314312, output_fired_time: 0.9323484898, propagate_forward_time: 53.0995140076, propagate_backward_time: 82.3851242065, weight_update_time: 0.1571614295, other_time: 7.9329147339
epoch time: 12.2133426666s, input_fired_time: 0.1683626920, output_fired_time: 0.0000000000, propagate_forward_time: 10.5364952087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5084848404
validation[          , genome  6670] predictions:    9775/  10000 (97.75%), best:    9788/10000 (97.88%), error:       791.17944, best error:       738.18982 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.8338470459s, input_fired_time: 1.5000931025, output_fired_time: 0.9349244833, propagate_forward_time: 53.4606895447, propagate_backward_time: 82.0255966187, weight_update_time: 0.1573093832, other_time: 7.9125442505
epoch time: 12.3493347168s, input_fired_time: 0.1670010239, output_fired_time: 0.0000000000, propagate_forward_time: 10.6768808365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5054531097
validation[          , genome  6670] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       786.02094, best error:       738.18982 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.0509490967s, input_fired_time: 1.4987837076, output_fired_time: 0.9266980886, propagate_forward_time: 52.6877479553, propagate_backward_time: 81.9313354492, weight_update_time: 0.1832140535, other_time: 8.0063934326
epoch time: 12.5031518936s, input_fired_time: 0.1694642007, output_fired_time: 0.0000000000, propagate_forward_time: 10.6765718460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6571159363
validation[          , genome  6670] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       780.82678, best error:       738.18982 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: 61.7139129639s, input_fired_time: 0.8398589492, output_fired_time: 0.0000000000, propagate_forward_time: 53.2803916931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5936622620
best training[          , genome  6670] predictions:   49695/  50000 (99.39%), best:    9788/10000 (97.88%), error:      1319.03210, best error:       738.18982 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: 12.5097398758s, input_fired_time: 0.1647484303, output_fired_time: 0.0000000000, propagate_forward_time: 10.6181917191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7267999649
   testing[          , genome  6670] predictions:    9775/  10000 (97.75%), best:    9788/10000 (97.88%), error:       694.47534, best error:       738.18982 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:46:25 (10632): called boinc_finish(0)

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