Nameexact_genome_1512568488_44_6955_1
Workunit2606083
Created7 Dec 2017, 22:56:10 UTC
Sent7 Dec 2017, 23:02:15 UTC
Report deadline17 Dec 2017, 13:21:04 UTC
Received8 Dec 2017, 8:49:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 45 min 13 sec
CPU time2 hours 45 min 13 sec
Validate stateValid
Credit2,399.10
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.04 MB
Peak swap size153.81 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 89.4681701660s, input_fired_time: 1.0844970942, output_fired_time: 0.6945067644, propagate_forward_time: 36.4069023132, propagate_backward_time: 49.3269233704, weight_update_time: 0.0817194954, other_time: 1.9553451538
epoch time: 7.7363142967s, input_fired_time: 0.1141204759, output_fired_time: 0.0000000000, propagate_forward_time: 7.2750115395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471822739
validation[          , genome  6955] predictions:    9698/  10000 (96.98%), best:    9748/10000 (97.48%), error:      1018.66272, best error:       902.64270 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.5211791992s, input_fired_time: 1.0850939751, output_fired_time: 0.7026422620, propagate_forward_time: 36.4563751221, propagate_backward_time: 49.3041763306, weight_update_time: 0.0818340331, other_time: 1.9728927612
epoch time: 7.7290449142s, input_fired_time: 0.1118829176, output_fired_time: 0.0000000000, propagate_forward_time: 7.2746996880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424625397
validation[          , genome  6955] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       893.27344, best error:       893.27344 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.4251785278s, input_fired_time: 1.0830529928, output_fired_time: 0.6821563840, propagate_forward_time: 36.4105453491, propagate_backward_time: 49.3409996033, weight_update_time: 0.0817907229, other_time: 1.9084205627
epoch time: 7.7587609291s, input_fired_time: 0.1143786684, output_fired_time: 0.0000000000, propagate_forward_time: 7.3072757721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371067047
validation[          , genome  6955] predictions:    9635/  10000 (96.35%), best:    9718/10000 (97.18%), error:      1167.49829, best error:       893.27344 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.2350387573s, input_fired_time: 1.0808796883, output_fired_time: 0.6777015328, propagate_forward_time: 36.4105873108, propagate_backward_time: 49.1755828857, weight_update_time: 0.0814496949, other_time: 1.8902854919
epoch time: 7.7201352119s, input_fired_time: 0.1114767939, output_fired_time: 0.0000000000, propagate_forward_time: 7.2744946480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341636658
validation[          , genome  6955] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       888.79694, best error:       888.79694 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.4182968140s, input_fired_time: 1.0820111036, output_fired_time: 0.6823841929, propagate_forward_time: 36.4060821533, propagate_backward_time: 49.3617515564, weight_update_time: 0.0813103244, other_time: 1.8860740662
epoch time: 7.7214331627s, input_fired_time: 0.1117635295, output_fired_time: 0.0000000000, propagate_forward_time: 7.2748036385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348660469
validation[          , genome  6955] predictions:    9560/  10000 (95.60%), best:    9733/10000 (97.33%), error:      1347.15735, best error:       888.79694 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.3232879639s, input_fired_time: 1.0761227608, output_fired_time: 0.6803205609, propagate_forward_time: 36.4136466980, propagate_backward_time: 49.2999267578, weight_update_time: 0.0804254413, other_time: 1.8532676697
epoch time: 7.7204484940s, input_fired_time: 0.1139562503, output_fired_time: 0.0000000000, propagate_forward_time: 7.2762742043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302178383
validation[          , genome  6955] predictions:    9666/  10000 (96.66%), best:    9733/10000 (97.33%), error:      1032.10474, best error:       888.79694 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.3139724731s, input_fired_time: 1.0758575201, output_fired_time: 0.6797246933, propagate_forward_time: 36.4655113220, propagate_backward_time: 49.2447433472, weight_update_time: 0.0797827244, other_time: 1.8481330872
epoch time: 7.9228157997s, input_fired_time: 0.1140688658, output_fired_time: 0.0000000000, propagate_forward_time: 7.4652075768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435392380
validation[          , genome  6955] predictions:    9699/  10000 (96.99%), best:    9733/10000 (97.33%), error:       990.75293, best error:       888.79694 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.6671066284s, input_fired_time: 1.0844671726, output_fired_time: 0.6938285828, propagate_forward_time: 36.5580711365, propagate_backward_time: 49.4421501160, weight_update_time: 0.0799964145, other_time: 1.8885879517
epoch time: 7.7295165062s, input_fired_time: 0.1129718646, output_fired_time: 0.0000000000, propagate_forward_time: 7.2798533440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366913795
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       831.63300, best error:       831.63300 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.7117996216s, input_fired_time: 1.0845689774, output_fired_time: 0.6904485822, propagate_forward_time: 36.6110343933, propagate_backward_time: 49.4508934021, weight_update_time: 0.0800869763, other_time: 1.8748550415
epoch time: 7.8642511368s, input_fired_time: 0.1153702661, output_fired_time: 0.0000000000, propagate_forward_time: 7.4084525108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404283524
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       878.85858, best error:       831.63300 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.7860488892s, input_fired_time: 1.0897387266, output_fired_time: 0.6849299669, propagate_forward_time: 37.0965194702, propagate_backward_time: 50.0411262512, weight_update_time: 0.0811371282, other_time: 1.8737373352
epoch time: 7.7431735992s, input_fired_time: 0.1133120805, output_fired_time: 0.0000000000, propagate_forward_time: 7.2957463264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341150284
validation[          , genome  6955] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       875.21686, best error:       831.63300 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.2294464111s, input_fired_time: 1.0793018341, output_fired_time: 0.6753090024, propagate_forward_time: 36.4259872437, propagate_backward_time: 49.2052764893, weight_update_time: 0.0801200643, other_time: 1.8435745239
epoch time: 7.7388305664s, input_fired_time: 0.1139979213, output_fired_time: 0.0000000000, propagate_forward_time: 7.2920303345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328022957
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       920.32227, best error:       831.63300 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.2803726196s, input_fired_time: 1.0852116346, output_fired_time: 0.6886003613, propagate_forward_time: 36.4231948853, propagate_backward_time: 49.2170944214, weight_update_time: 0.0800067708, other_time: 1.8662719727
epoch time: 7.7222700119s, input_fired_time: 0.1123874262, output_fired_time: 0.0000000000, propagate_forward_time: 7.2789058685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309764862
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9742/10000 (97.42%), error:       844.05560, best error:       831.63300 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.2700042725s, input_fired_time: 1.0843818188, output_fired_time: 0.6788249016, propagate_forward_time: 36.4413642883, propagate_backward_time: 49.2006797791, weight_update_time: 0.0800359100, other_time: 1.8647537231
epoch time: 7.7339339256s, input_fired_time: 0.1131377146, output_fired_time: 0.0000000000, propagate_forward_time: 7.2835102081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372859955
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       816.36902, best error:       816.36902 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.4409484863s, input_fired_time: 1.0930705070, output_fired_time: 0.6934518814, propagate_forward_time: 36.4670829773, propagate_backward_time: 49.2862129211, weight_update_time: 0.0802291706, other_time: 1.9011306763
epoch time: 7.7386474609s, input_fired_time: 0.1137978435, output_fired_time: 0.0000000000, propagate_forward_time: 7.2840843201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407654762
validation[          , genome  6955] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       863.59894, best error:       816.36902 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 89.4361801147s, input_fired_time: 1.0928434134, output_fired_time: 0.6839808226, propagate_forward_time: 36.5223388672, propagate_backward_time: 49.2364463806, weight_update_time: 0.0801706165, other_time: 1.9005699158
epoch time: 7.7357220650s, input_fired_time: 0.1138923541, output_fired_time: 0.0000000000, propagate_forward_time: 7.2843847275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374447823
validation[          , genome  6955] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       807.25092, best error:       807.25092 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.5065536499s, input_fired_time: 1.0913751125, output_fired_time: 0.6784505248, propagate_forward_time: 36.5218658447, propagate_backward_time: 49.3106880188, weight_update_time: 0.0802000239, other_time: 1.9041709900
epoch time: 7.7363343239s, input_fired_time: 0.1145659164, output_fired_time: 0.0000000000, propagate_forward_time: 7.2834711075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382973671
validation[          , genome  6955] predictions:    9680/  10000 (96.80%), best:    9762/10000 (97.62%), error:      1005.55194, best error:       807.25092 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.2921447754s, input_fired_time: 1.0903284550, output_fired_time: 0.6849526763, propagate_forward_time: 36.4478874207, propagate_backward_time: 49.1804733276, weight_update_time: 0.0800294057, other_time: 1.8885002136
epoch time: 7.7315745354s, input_fired_time: 0.1139903739, output_fired_time: 0.0000000000, propagate_forward_time: 7.2820916176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354926109
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       792.97620, best error:       792.97620 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.2776107788s, input_fired_time: 1.0904358625, output_fired_time: 0.6782236099, propagate_forward_time: 36.4327468872, propagate_backward_time: 49.1930618286, weight_update_time: 0.0800232515, other_time: 1.8831405640
epoch time: 7.7332611084s, input_fired_time: 0.1131916270, output_fired_time: 0.0000000000, propagate_forward_time: 7.2841691971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359003067
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       835.20026, best error:       792.97620 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.4380645752s, input_fired_time: 1.0932685137, output_fired_time: 0.6812241077, propagate_forward_time: 36.4432525635, propagate_backward_time: 49.3249702454, weight_update_time: 0.0800795481, other_time: 1.8953514099
epoch time: 7.7348918915s, input_fired_time: 0.1131096780, output_fired_time: 0.0000000000, propagate_forward_time: 7.2857937813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359885216
validation[          , genome  6955] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       788.50842, best error:       788.50842 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.3897933960s, input_fired_time: 1.0854877234, output_fired_time: 0.6847579479, propagate_forward_time: 36.4833412170, propagate_backward_time: 49.2824211121, weight_update_time: 0.0800877213, other_time: 1.8537826538
epoch time: 7.7517333031s, input_fired_time: 0.1134198979, output_fired_time: 0.0000000000, propagate_forward_time: 7.3015174866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367958069
validation[          , genome  6955] predictions:    9771/  10000 (97.71%), best:    9772/10000 (97.72%), error:       789.19690, best error:       788.50842 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 89.2567367554s, input_fired_time: 1.0825073719, output_fired_time: 0.6752349734, propagate_forward_time: 36.4644126892, propagate_backward_time: 49.1864814758, weight_update_time: 0.0801132396, other_time: 1.8481063843
epoch time: 7.7308969498s, input_fired_time: 0.1139200330, output_fired_time: 0.0000000000, propagate_forward_time: 7.2839355469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330411911
validation[          , genome  6955] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       743.61279, best error:       743.61279 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.3021774292s, input_fired_time: 1.0845156908, output_fired_time: 0.6886926889, propagate_forward_time: 36.4337577820, propagate_backward_time: 49.2473030090, weight_update_time: 0.0800478086, other_time: 1.8479080200
epoch time: 7.7267642021s, input_fired_time: 0.1161464974, output_fired_time: 0.0000000000, propagate_forward_time: 7.2796087265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310089111
validation[          , genome  6955] predictions:    9781/  10000 (97.81%), best:    9771/10000 (97.71%), error:       770.59778, best error:       743.61279 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.3144454956s, input_fired_time: 1.0877362490, output_fired_time: 0.6912173033, propagate_forward_time: 36.4420700073, propagate_backward_time: 49.2451629639, weight_update_time: 0.0801705495, other_time: 1.8482589722
epoch time: 7.7284684181s, input_fired_time: 0.1138077900, output_fired_time: 0.0000000000, propagate_forward_time: 7.2811675072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334932327
validation[          , genome  6955] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       830.57129, best error:       743.61279 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.2954788208s, input_fired_time: 1.0885282755, output_fired_time: 0.6811275482, propagate_forward_time: 36.4169731140, propagate_backward_time: 49.2679481506, weight_update_time: 0.0801469311, other_time: 1.8408966064
epoch time: 7.7267532349s, input_fired_time: 0.1151119694, output_fired_time: 0.0000000000, propagate_forward_time: 7.2806611061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309803009
validation[          , genome  6955] predictions:    9689/  10000 (96.89%), best:    9771/10000 (97.71%), error:      1075.50378, best error:       743.61279 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.6581878662s, input_fired_time: 1.0875877142, output_fired_time: 0.6838961840, propagate_forward_time: 36.4669189453, propagate_backward_time: 49.5777168274, weight_update_time: 0.0801153779, other_time: 1.8420677185
epoch time: 7.7228250504s, input_fired_time: 0.1133725718, output_fired_time: 0.0000000000, propagate_forward_time: 7.2786736488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307785988
validation[          , genome  6955] predictions:    9720/  10000 (97.20%), best:    9771/10000 (97.71%), error:       909.84167, best error:       743.61279 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.4416580200s, input_fired_time: 1.0881068707, output_fired_time: 0.6868616343, propagate_forward_time: 36.4172286987, propagate_backward_time: 49.4049720764, weight_update_time: 0.0800564289, other_time: 1.8444938660
epoch time: 7.7255144119s, input_fired_time: 0.1149293035, output_fired_time: 0.0000000000, propagate_forward_time: 7.2792401314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313450813
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       716.61865, best error:       716.61865 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.3347930908s, input_fired_time: 1.0897560120, output_fired_time: 0.6856310368, propagate_forward_time: 36.4289436340, propagate_backward_time: 49.2842330933, weight_update_time: 0.0800518915, other_time: 1.8462333679
epoch time: 7.7278609276s, input_fired_time: 0.1128574833, output_fired_time: 0.0000000000, propagate_forward_time: 7.2789049149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360986710
validation[          , genome  6955] predictions:    9780/  10000 (97.80%), best:    9776/10000 (97.76%), error:       729.87115, best error:       716.61865 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.6384963989s, input_fired_time: 1.0903040171, output_fired_time: 0.6851667166, propagate_forward_time: 36.5150489807, propagate_backward_time: 49.4858131409, weight_update_time: 0.0802032575, other_time: 1.8621673584
epoch time: 7.8701372147s, input_fired_time: 0.1189885139, output_fired_time: 0.0000000000, propagate_forward_time: 7.4095139503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416347504
validation[          , genome  6955] predictions:    9689/  10000 (96.89%), best:    9776/10000 (97.76%), error:       986.13611, best error:       716.61865 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.7468490601s, input_fired_time: 1.1035807133, output_fired_time: 0.6831300855, propagate_forward_time: 36.5728950500, propagate_backward_time: 49.4771385193, weight_update_time: 0.0805417523, other_time: 1.9101028442
epoch time: 7.7456989288s, input_fired_time: 0.1140520349, output_fired_time: 0.0000000000, propagate_forward_time: 7.2940168381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376302719
validation[          , genome  6955] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       791.07910, best error:       716.61865 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.5126342773s, input_fired_time: 1.0972858667, output_fired_time: 0.6820497513, propagate_forward_time: 36.4953155518, propagate_backward_time: 49.3387832642, weight_update_time: 0.0803240314, other_time: 1.8992004395
epoch time: 7.7532424927s, input_fired_time: 0.1147166342, output_fired_time: 0.0000000000, propagate_forward_time: 7.3045129776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340129852
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       833.65009, best error:       716.61865 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.3830337524s, input_fired_time: 1.0823111534, output_fired_time: 0.6923738122, propagate_forward_time: 36.4420013428, propagate_backward_time: 49.3253173828, weight_update_time: 0.0799789950, other_time: 1.8410263062
epoch time: 7.7231817245s, input_fired_time: 0.1158928275, output_fired_time: 0.0000000000, propagate_forward_time: 7.2766246796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306641579
validation[          , genome  6955] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       735.99146, best error:       716.61865 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.2735671997s, input_fired_time: 1.0874680281, output_fired_time: 0.6899506450, propagate_forward_time: 36.4064826965, propagate_backward_time: 49.2458457947, weight_update_time: 0.0799957588, other_time: 1.8438186646
epoch time: 7.7253475189s, input_fired_time: 0.1144008934, output_fired_time: 0.0000000000, propagate_forward_time: 7.2775521278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333945274
validation[          , genome  6955] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       908.09729, best error:       716.61865 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.3006744385s, input_fired_time: 1.0965340137, output_fired_time: 0.6767218709, propagate_forward_time: 36.3988685608, propagate_backward_time: 49.2576255798, weight_update_time: 0.0805513337, other_time: 1.8709259033
epoch time: 7.7266640663s, input_fired_time: 0.1146882251, output_fired_time: 0.0000000000, propagate_forward_time: 7.2782659531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337097168
validation[          , genome  6955] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       833.88239, best error:       716.61865 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.3087158203s, input_fired_time: 1.0969402790, output_fired_time: 0.6766429543, propagate_forward_time: 36.4050827026, propagate_backward_time: 49.2596092224, weight_update_time: 0.0804721490, other_time: 1.8704414368
epoch time: 7.7321000099s, input_fired_time: 0.1160314158, output_fired_time: 0.0000000000, propagate_forward_time: 7.2812376022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348307610
validation[          , genome  6955] predictions:    9790/  10000 (97.90%), best:    9776/10000 (97.76%), error:       719.58191, best error:       716.61865 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.4903259277s, input_fired_time: 1.1082104445, output_fired_time: 0.6805363297, propagate_forward_time: 36.4457206726, propagate_backward_time: 49.3545150757, weight_update_time: 0.0808630288, other_time: 1.9013481140
epoch time: 7.8691673279s, input_fired_time: 0.1175802276, output_fired_time: 0.0000000000, propagate_forward_time: 7.4073157310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442711830
validation[          , genome  6955] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       818.75934, best error:       716.61865 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.4800720215s, input_fired_time: 1.1064469814, output_fired_time: 0.6931574941, propagate_forward_time: 36.4473876953, propagate_backward_time: 49.3266029358, weight_update_time: 0.0807827786, other_time: 1.9064750671
epoch time: 7.7405533791s, input_fired_time: 0.1184366867, output_fired_time: 0.0000000000, propagate_forward_time: 7.2831363678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389801979
validation[          , genome  6955] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       915.21277, best error:       716.61865 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.5031509399s, input_fired_time: 1.1022863388, output_fired_time: 0.6907709837, propagate_forward_time: 36.4718589783, propagate_backward_time: 49.3396949768, weight_update_time: 0.0808156356, other_time: 1.8985366821
epoch time: 7.7376084328s, input_fired_time: 0.1151175350, output_fired_time: 0.0000000000, propagate_forward_time: 7.2835531235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389377594
validation[          , genome  6955] predictions:    9714/  10000 (97.14%), best:    9776/10000 (97.76%), error:       970.71228, best error:       716.61865 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.4059982300s, input_fired_time: 1.1041705608, output_fired_time: 0.6795465946, propagate_forward_time: 36.4280853271, propagate_backward_time: 49.2922897339, weight_update_time: 0.0808416605, other_time: 1.9019012451
epoch time: 7.7375593185s, input_fired_time: 0.1154041514, output_fired_time: 0.0000000000, propagate_forward_time: 7.2826333046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395218849
validation[          , genome  6955] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       708.33795, best error:       708.33795 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 89.3914871216s, input_fired_time: 1.1011189222, output_fired_time: 0.6796413660, propagate_forward_time: 36.4195404053, propagate_backward_time: 49.3000411987, weight_update_time: 0.0806308612, other_time: 1.8911437988
epoch time: 7.7319941521s, input_fired_time: 0.1183675826, output_fired_time: 0.0000000000, propagate_forward_time: 7.2792191505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344073296
validation[          , genome  6955] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       911.65741, best error:       708.33795 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.4410705566s, input_fired_time: 1.1019136906, output_fired_time: 0.6904188991, propagate_forward_time: 36.4369659424, propagate_backward_time: 49.3350486755, weight_update_time: 0.0807369351, other_time: 1.8767204285
epoch time: 7.7328858376s, input_fired_time: 0.1157024577, output_fired_time: 0.0000000000, propagate_forward_time: 7.2810292244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361539841
validation[          , genome  6955] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       893.45490, best error:       708.33795 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 89.4119720459s, input_fired_time: 1.0991183519, output_fired_time: 0.6892134547, propagate_forward_time: 36.4262046814, propagate_backward_time: 49.3168907166, weight_update_time: 0.0807035118, other_time: 1.8805389404
epoch time: 7.7288818359s, input_fired_time: 0.1154056564, output_fired_time: 0.0000000000, propagate_forward_time: 7.2787709236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347053528
validation[          , genome  6955] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       782.07202, best error:       708.33795 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.4857559204s, input_fired_time: 1.0964989662, output_fired_time: 0.6879848838, propagate_forward_time: 36.4089736938, propagate_backward_time: 49.4143447876, weight_update_time: 0.0805980489, other_time: 1.8779525757
epoch time: 7.7381935120s, input_fired_time: 0.1154789403, output_fired_time: 0.0000000000, propagate_forward_time: 7.2828106880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399038315
validation[          , genome  6955] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       776.18518, best error:       708.33795 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.4555816650s, input_fired_time: 1.0968066454, output_fired_time: 0.6800596118, propagate_forward_time: 36.4075164795, propagate_backward_time: 49.3910064697, weight_update_time: 0.0806239471, other_time: 1.8801879883
epoch time: 7.7334589958s, input_fired_time: 0.1169807166, output_fired_time: 0.0000000000, propagate_forward_time: 7.2780828476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383955956
validation[          , genome  6955] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       751.10925, best error:       708.33795 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.5848464966s, input_fired_time: 1.0949645042, output_fired_time: 0.6899496913, propagate_forward_time: 36.4913558960, propagate_backward_time: 49.4336624146, weight_update_time: 0.0807952583, other_time: 1.8749160767
epoch time: 7.7294397354s, input_fired_time: 0.1163511276, output_fired_time: 0.0000000000, propagate_forward_time: 7.2790713310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340172768
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       766.11737, best error:       708.33795 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.4520339966s, input_fired_time: 1.0951923132, output_fired_time: 0.6898016334, propagate_forward_time: 36.4609184265, propagate_backward_time: 49.3241043091, weight_update_time: 0.0804838166, other_time: 1.8820152283
epoch time: 7.7326612473s, input_fired_time: 0.1167906448, output_fired_time: 0.0000000000, propagate_forward_time: 7.2791075706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367629051
validation[          , genome  6955] predictions:    9721/  10000 (97.21%), best:    9783/10000 (97.83%), error:       897.83643, best error:       708.33795 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.6157836914s, input_fired_time: 1.0927829742, output_fired_time: 0.6855399609, propagate_forward_time: 36.4331207275, propagate_backward_time: 49.5110626221, weight_update_time: 0.0807640105, other_time: 1.8932800293
epoch time: 7.7326498032s, input_fired_time: 0.1151588932, output_fired_time: 0.0000000000, propagate_forward_time: 7.2809534073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365373611
validation[          , genome  6955] predictions:    9773/  10000 (97.73%), best:    9783/10000 (97.83%), error:       770.57281, best error:       708.33795 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.9700317383s, input_fired_time: 1.1036003828, output_fired_time: 0.6877743602, propagate_forward_time: 36.5957565308, propagate_backward_time: 49.6721000671, weight_update_time: 0.0813198462, other_time: 1.9108009338
epoch time: 7.7325515747s, input_fired_time: 0.1161069795, output_fired_time: 0.0000000000, propagate_forward_time: 7.2802977562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361468315
validation[          , genome  6955] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       871.11877, best error:       708.33795 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.0620651245s, input_fired_time: 1.1092089415, output_fired_time: 0.6858761311, propagate_forward_time: 36.7416954041, propagate_backward_time: 49.6286811829, weight_update_time: 0.0808711350, other_time: 1.8966064453
epoch time: 7.8598003387s, input_fired_time: 0.1172102019, output_fired_time: 0.0000000000, propagate_forward_time: 7.4017310143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408589363
validation[          , genome  6955] predictions:    9703/  10000 (97.03%), best:    9783/10000 (97.83%), error:       948.70740, best error:       708.33795 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.2088317871s, input_fired_time: 1.1218020916, output_fired_time: 0.6961709261, propagate_forward_time: 37.2017288208, propagate_backward_time: 50.2660064697, weight_update_time: 0.0818561092, other_time: 1.9231185913
epoch time: 7.8771276474s, input_fired_time: 0.1185122505, output_fired_time: 0.0000000000, propagate_forward_time: 7.4108004570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478150368
validation[          , genome  6955] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       796.15100, best error:       708.33795 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.7803344727s, input_fired_time: 1.1213606596, output_fired_time: 0.6979298592, propagate_forward_time: 37.0060272217, propagate_backward_time: 50.0374298096, weight_update_time: 0.0821574628, other_time: 1.9175872803
epoch time: 8.2578668594s, input_fired_time: 0.1214941740, output_fired_time: 0.0000000000, propagate_forward_time: 7.7843017578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520708084
validation[          , genome  6955] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       737.81122, best error:       708.33795 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.8936386108s, input_fired_time: 1.1289792061, output_fired_time: 0.7017619610, propagate_forward_time: 37.4826507568, propagate_backward_time: 50.6427879333, weight_update_time: 0.0823432729, other_time: 1.9374580383
epoch time: 7.8533563614s, input_fired_time: 0.1179698035, output_fired_time: 0.0000000000, propagate_forward_time: 7.3945097923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408765793
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       804.11206, best error:       708.33795 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.6047744751s, input_fired_time: 1.1068474054, output_fired_time: 0.6802078485, propagate_forward_time: 36.5209388733, propagate_backward_time: 49.4119110107, weight_update_time: 0.0806362033, other_time: 1.8848686218
epoch time: 7.8008232117s, input_fired_time: 0.1215356514, output_fired_time: 0.0000000000, propagate_forward_time: 7.3298387527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494486809
validation[          , genome  6955] predictions:    9748/  10000 (97.48%), best:    9783/10000 (97.83%), error:       851.52655, best error:       708.33795 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.5882492065s, input_fired_time: 1.0966583490, output_fired_time: 0.6862168908, propagate_forward_time: 36.5003738403, propagate_backward_time: 49.4368057251, weight_update_time: 0.0805298388, other_time: 1.8681945801
epoch time: 7.9890270233s, input_fired_time: 0.1189049557, output_fired_time: 0.0000000000, propagate_forward_time: 7.5276880264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424339294
validation[          , genome  6955] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       849.39526, best error:       708.33795 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.4942550659s, input_fired_time: 1.1043363810, output_fired_time: 0.6883360744, propagate_forward_time: 36.8499069214, propagate_backward_time: 49.9621887207, weight_update_time: 0.0813802555, other_time: 1.8894805908
epoch time: 7.8263654709s, input_fired_time: 0.1164276525, output_fired_time: 0.0000000000, propagate_forward_time: 7.3744392395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354988098
validation[          , genome  6955] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       814.98260, best error:       708.33795 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.8875808716s, input_fired_time: 1.1099280119, output_fired_time: 0.6991769671, propagate_forward_time: 37.0418014526, propagate_backward_time: 50.1290931702, weight_update_time: 0.0818179250, other_time: 1.9075813293
epoch time: 8.0816354752s, input_fired_time: 0.1212340891, output_fired_time: 0.0000000000, propagate_forward_time: 7.6031565666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572449684
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       768.48920, best error:       708.33795 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.7516174316s, input_fired_time: 1.1103372574, output_fired_time: 0.7012974620, propagate_forward_time: 37.0261535645, propagate_backward_time: 50.0226974487, weight_update_time: 0.0810396373, other_time: 1.8911361694
epoch time: 7.7666797638s, input_fired_time: 0.1171017885, output_fired_time: 0.0000000000, propagate_forward_time: 7.3139357567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356423378
validation[          , genome  6955] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       850.17224, best error:       708.33795 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.0103607178s, input_fired_time: 1.1223082542, output_fired_time: 0.6990013719, propagate_forward_time: 37.0670089722, propagate_backward_time: 50.2088088989, weight_update_time: 0.0817621648, other_time: 1.9132308960
epoch time: 7.8056001663s, input_fired_time: 0.1191247106, output_fired_time: 0.0000000000, propagate_forward_time: 7.3492655754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372097015
validation[          , genome  6955] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       827.78851, best error:       708.33795 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.2294540405s, input_fired_time: 1.1233379841, output_fired_time: 0.6967921853, propagate_forward_time: 37.3043937683, propagate_backward_time: 50.1830635071, weight_update_time: 0.0819827467, other_time: 1.9218673706
epoch time: 7.7441377640s, input_fired_time: 0.1185236424, output_fired_time: 0.0000000000, propagate_forward_time: 7.2873201370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382940292
validation[          , genome  6955] predictions:    9690/  10000 (96.90%), best:    9783/10000 (97.83%), error:      1051.30408, best error:       708.33795 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.4417572021s, input_fired_time: 1.1154336929, output_fired_time: 0.6933450699, propagate_forward_time: 36.8338851929, propagate_backward_time: 49.9132232666, weight_update_time: 0.0810798258, other_time: 1.8858718872
epoch time: 7.7356438637s, input_fired_time: 0.1190301850, output_fired_time: 0.0000000000, propagate_forward_time: 7.2821760178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344378471
validation[          , genome  6955] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       758.43884, best error:       708.33795 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.5972366333s, input_fired_time: 1.1079335213, output_fired_time: 0.6857688427, propagate_forward_time: 36.5115890503, propagate_backward_time: 49.4178924561, weight_update_time: 0.0805434063, other_time: 1.8740539551
epoch time: 8.0187902451s, input_fired_time: 0.1205694601, output_fired_time: 0.0000000000, propagate_forward_time: 7.5543122292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439087868
validation[          , genome  6955] predictions:    9707/  10000 (97.07%), best:    9783/10000 (97.83%), error:      1039.79236, best error:       708.33795 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.7825241089s, input_fired_time: 1.1132626534, output_fired_time: 0.6971745491, propagate_forward_time: 36.9729690552, propagate_backward_time: 50.1033287048, weight_update_time: 0.0816321075, other_time: 1.8957862854
epoch time: 7.9082522392s, input_fired_time: 0.1201640293, output_fired_time: 0.0000000000, propagate_forward_time: 7.4478130341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402752876
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       855.61847, best error:       708.33795 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.5461196899s, input_fired_time: 1.1205209494, output_fired_time: 0.7055631876, propagate_forward_time: 37.3533210754, propagate_backward_time: 50.4636497498, weight_update_time: 0.0818218514, other_time: 1.9030609131
epoch time: 8.3661947250s, input_fired_time: 0.1238146350, output_fired_time: 0.0000000000, propagate_forward_time: 7.8848319054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575482368
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       793.91205, best error:       708.33795 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.1116256714s, input_fired_time: 1.1200624704, output_fired_time: 0.6969402432, propagate_forward_time: 37.1755828857, propagate_backward_time: 50.2193222046, weight_update_time: 0.0817232430, other_time: 1.8997192383
epoch time: 7.7310438156s, input_fired_time: 0.1174583063, output_fired_time: 0.0000000000, propagate_forward_time: 7.2794742584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341112137
validation[          , genome  6955] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       766.60895, best error:       708.33795 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.6454391479s, input_fired_time: 1.1201361418, output_fired_time: 0.7039517760, propagate_forward_time: 37.2951507568, propagate_backward_time: 50.6172714233, weight_update_time: 0.0818876326, other_time: 1.9089355469
epoch time: 8.0463275909s, input_fired_time: 0.1210390925, output_fired_time: 0.0000000000, propagate_forward_time: 7.5820574760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432312012
validation[          , genome  6955] predictions:    9743/  10000 (97.43%), best:    9783/10000 (97.83%), error:       859.57214, best error:       708.33795 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.0126876831s, input_fired_time: 1.1183955669, output_fired_time: 0.7010335922, propagate_forward_time: 37.1507568359, propagate_backward_time: 50.1534271240, weight_update_time: 0.0817086399, other_time: 1.8890762329
epoch time: 7.8421163559s, input_fired_time: 0.1182521135, output_fired_time: 0.0000000000, propagate_forward_time: 7.3881177902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357462883
validation[          , genome  6955] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       842.75012, best error:       708.33795 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.5225830078s, input_fired_time: 1.1153459549, output_fired_time: 0.6924473643, propagate_forward_time: 36.9620475769, propagate_backward_time: 49.8730468750, weight_update_time: 0.0811946765, other_time: 1.8796958923
epoch time: 7.8398308754s, input_fired_time: 0.1202665269, output_fired_time: 0.0000000000, propagate_forward_time: 7.3843779564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351864815
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       755.90485, best error:       708.33795 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.2728805542s, input_fired_time: 1.1129075289, output_fired_time: 0.6921651363, propagate_forward_time: 36.8438911438, propagate_backward_time: 49.7473526001, weight_update_time: 0.0811036751, other_time: 1.8765678406
epoch time: 7.8204369545s, input_fired_time: 0.1181324869, output_fired_time: 0.0000000000, propagate_forward_time: 7.3685173988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337869644
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       811.89508, best error:       708.33795 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.7421951294s, input_fired_time: 1.1213623285, output_fired_time: 0.7028412223, propagate_forward_time: 37.4613189697, propagate_backward_time: 50.5439758301, weight_update_time: 0.0827423409, other_time: 1.9126968384
epoch time: 8.0836267471s, input_fired_time: 0.1211236566, output_fired_time: 0.0000000000, propagate_forward_time: 7.6155676842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469352722
validation[          , genome  6955] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       790.68414, best error:       708.33795 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.4850006104s, input_fired_time: 1.1211878061, output_fired_time: 0.6994617581, propagate_forward_time: 37.3123092651, propagate_backward_time: 50.4529914856, weight_update_time: 0.0819011852, other_time: 1.8990516663
epoch time: 8.2230854034s, input_fired_time: 0.1245121211, output_fired_time: 0.0000000000, propagate_forward_time: 7.7483630180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502106667
validation[          , genome  6955] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       796.61469, best error:       708.33795 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 91.0682601929s, input_fired_time: 1.1166120768, output_fired_time: 0.7005767226, propagate_forward_time: 37.0875053406, propagate_backward_time: 50.2601699829, weight_update_time: 0.0815647766, other_time: 1.9033927917
epoch time: 7.8319816589s, input_fired_time: 0.1189014316, output_fired_time: 0.0000000000, propagate_forward_time: 7.3702454567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428349495
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       814.04553, best error:       708.33795 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.1934890747s, input_fired_time: 1.1211749315, output_fired_time: 0.7026514411, propagate_forward_time: 37.1476058960, propagate_backward_time: 50.3088951111, weight_update_time: 0.0818334147, other_time: 1.9131584167
epoch time: 7.7963724136s, input_fired_time: 0.1204921007, output_fired_time: 0.0000000000, propagate_forward_time: 7.3356614113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402190208
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       761.49054, best error:       708.33795 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.5223159790s, input_fired_time: 1.1212004423, output_fired_time: 0.6909123659, propagate_forward_time: 36.9504280090, propagate_backward_time: 49.8550796509, weight_update_time: 0.0813885406, other_time: 1.9046974182
epoch time: 7.7669172287s, input_fired_time: 0.1197043881, output_fired_time: 0.0000000000, propagate_forward_time: 7.3103647232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368482590
validation[          , genome  6955] predictions:    9793/  10000 (97.93%), best:    9783/10000 (97.83%), error:       748.75214, best error:       708.33795 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.9676818848s, input_fired_time: 1.1166945696, output_fired_time: 0.6839554310, propagate_forward_time: 36.6814804077, propagate_backward_time: 49.6030426025, weight_update_time: 0.0807825774, other_time: 1.8825149536
epoch time: 7.8221044540s, input_fired_time: 0.1196078211, output_fired_time: 0.0000000000, propagate_forward_time: 7.3685698509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339266777
validation[          , genome  6955] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       861.68536, best error:       708.33795 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.9949417114s, input_fired_time: 1.1120737791, output_fired_time: 0.6910629272, propagate_forward_time: 36.6726646423, propagate_backward_time: 49.6498489380, weight_update_time: 0.0809337422, other_time: 1.8692893982
epoch time: 7.8295240402s, input_fired_time: 0.1190839037, output_fired_time: 0.0000000000, propagate_forward_time: 7.3748350143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356051445
validation[          , genome  6955] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       811.97766, best error:       708.33795 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.3910217285s, input_fired_time: 1.1287949085, output_fired_time: 0.6985747814, propagate_forward_time: 37.3209648132, propagate_backward_time: 50.3290557861, weight_update_time: 0.0825426951, other_time: 1.9136314392
epoch time: 7.7352094650s, input_fired_time: 0.1186263636, output_fired_time: 0.0000000000, propagate_forward_time: 7.2804846764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360981941
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       814.74866, best error:       708.33795 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.6549453735s, input_fired_time: 1.1206146479, output_fired_time: 0.6831818223, propagate_forward_time: 36.5012054443, propagate_backward_time: 49.4749603271, weight_update_time: 0.0806068406, other_time: 1.8749847412
epoch time: 7.7408742905s, input_fired_time: 0.1203131750, output_fired_time: 0.0000000000, propagate_forward_time: 7.2804765701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400845528
validation[          , genome  6955] predictions:    9691/  10000 (96.91%), best:    9783/10000 (97.83%), error:      1022.73938, best error:       708.33795 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.4608535767s, input_fired_time: 1.1172519922, output_fired_time: 0.6782034039, propagate_forward_time: 36.4527282715, propagate_backward_time: 49.3462219238, weight_update_time: 0.0806335434, other_time: 1.8664550781
epoch time: 7.7370672226s, input_fired_time: 0.1204810888, output_fired_time: 0.0000000000, propagate_forward_time: 7.2817087173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348774910
validation[          , genome  6955] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       778.73712, best error:       708.33795 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 89.4981079102s, input_fired_time: 1.1147768497, output_fired_time: 0.6796818972, propagate_forward_time: 36.4783248901, propagate_backward_time: 49.3542480469, weight_update_time: 0.0804233551, other_time: 1.8710784912
epoch time: 7.7334251404s, input_fired_time: 0.1190026551, output_fired_time: 0.0000000000, propagate_forward_time: 7.2794423103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349800110
validation[          , genome  6955] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       780.58051, best error:       708.33795 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 89.7339248657s, input_fired_time: 1.1215066910, output_fired_time: 0.6865529418, propagate_forward_time: 36.5431327820, propagate_backward_time: 49.5001640320, weight_update_time: 0.0807334930, other_time: 1.8825683594
epoch time: 7.7672905922s, input_fired_time: 0.1193022355, output_fired_time: 0.0000000000, propagate_forward_time: 7.3109431267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370451927
validation[          , genome  6955] predictions:    9782/  10000 (97.82%), best:    9783/10000 (97.83%), error:       751.23212, best error:       708.33795 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.4193954468s, input_fired_time: 1.1157336235, output_fired_time: 0.6764117479, propagate_forward_time: 36.4180793762, propagate_backward_time: 49.3470191956, weight_update_time: 0.0804327652, other_time: 1.8621520996
epoch time: 7.7334594727s, input_fired_time: 0.1202425957, output_fired_time: 0.0000000000, propagate_forward_time: 7.2793006897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339161873
validation[          , genome  6955] predictions:    9789/  10000 (97.89%), best:    9783/10000 (97.83%), error:       767.82117, best error:       708.33795 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 89.5832138062s, input_fired_time: 1.1204446554, output_fired_time: 0.6906399727, propagate_forward_time: 36.4963035583, propagate_backward_time: 49.3893203735, weight_update_time: 0.0805495828, other_time: 1.8865013123
epoch time: 7.7410078049s, input_fired_time: 0.1209255680, output_fired_time: 0.0000000000, propagate_forward_time: 7.2832126617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368697166
validation[          , genome  6955] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       774.66034, best error:       708.33795 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.7797012329s, input_fired_time: 1.1257426739, output_fired_time: 0.6865461469, propagate_forward_time: 36.6067771912, propagate_backward_time: 49.4539031982, weight_update_time: 0.0808599368, other_time: 1.9067344666
epoch time: 7.7469320297s, input_fired_time: 0.1260672659, output_fired_time: 0.0000000000, propagate_forward_time: 7.2832164764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376483917
validation[          , genome  6955] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       765.75507, best error:       708.33795 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.5833511353s, input_fired_time: 1.1231961250, output_fired_time: 0.6803559065, propagate_forward_time: 36.5003700256, propagate_backward_time: 49.3798484802, weight_update_time: 0.0806885436, other_time: 1.8995742798
epoch time: 7.7464828491s, input_fired_time: 0.1203854755, output_fired_time: 0.0000000000, propagate_forward_time: 7.2837729454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423242569
validation[          , genome  6955] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       797.75256, best error:       708.33795 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.5978622437s, input_fired_time: 1.1244068146, output_fired_time: 0.6880377531, propagate_forward_time: 36.4729461670, propagate_backward_time: 49.4077339172, weight_update_time: 0.0805964991, other_time: 1.9047431946
epoch time: 7.7607359886s, input_fired_time: 0.1223268062, output_fired_time: 0.0000000000, propagate_forward_time: 7.3000550270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383541107
validation[          , genome  6955] predictions:    9736/  10000 (97.36%), best:    9783/10000 (97.83%), error:       861.30676, best error:       708.33795 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 89.7735595703s, input_fired_time: 1.1294739246, output_fired_time: 0.6865688562, propagate_forward_time: 36.5561180115, propagate_backward_time: 49.4864997864, weight_update_time: 0.0808653533, other_time: 1.9149017334
epoch time: 7.7448849678s, input_fired_time: 0.1207273155, output_fired_time: 0.0000000000, propagate_forward_time: 7.2848939896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392634392
validation[          , genome  6955] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       767.96100, best error:       708.33795 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.6406707764s, input_fired_time: 1.1276167631, output_fired_time: 0.6981251836, propagate_forward_time: 36.9587059021, propagate_backward_time: 49.9540176392, weight_update_time: 0.0822072774, other_time: 1.9022026062
epoch time: 7.7563958168s, input_fired_time: 0.1267236322, output_fired_time: 0.0000000000, propagate_forward_time: 7.2820067406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476653099
validation[          , genome  6955] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       788.04700, best error:       708.33795 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.6058273315s, input_fired_time: 1.1193672419, output_fired_time: 0.6788458824, propagate_forward_time: 36.5061378479, propagate_backward_time: 49.4467620850, weight_update_time: 0.0803001001, other_time: 1.8547096252
epoch time: 7.7294449806s, input_fired_time: 0.1195097566, output_fired_time: 0.0000000000, propagate_forward_time: 7.2778916359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320436478
validation[          , genome  6955] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       775.00977, best error:       708.33795 on epoch:    51, 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: 38.7597541809s, input_fired_time: 0.5804876089, output_fired_time: 0.0000000000, propagate_forward_time: 36.4870681763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6921997070
best training[          , genome  6955] predictions:   49550/  50000 (99.10%), best:    9783/10000 (97.83%), error:      1647.63391, best error:       708.33795 on epoch:    51, 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: 7.7465643883s, input_fired_time: 0.1137549803, output_fired_time: 0.0000000000, propagate_forward_time: 7.2932820320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395276070
   testing[          , genome  6955] predictions:    9790/  10000 (97.90%), best:    9783/10000 (97.83%), error:       677.07147, best error:       708.33795 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:49:39 (5184): called boinc_finish(0)

</stderr_txt>
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