Nameexact_genome_1508499903_24_14525_1
Workunit2263054
Created24 Oct 2017, 8:03:55 UTC
Sent24 Oct 2017, 8:40:11 UTC
Report deadline18 Dec 2017, 21:11:59 UTC
Received27 Oct 2017, 20:34:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 days 3 hours 31 min 44 sec
CPU time1 days 3 hours 29 min 25 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.80 MB
Peak swap size177.63 MB
Peak disk usage6.59 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
kward_time: 531.4202880859, weight_update_time: 0.8804175258, other_time: 10.8402099609
epoch time: 72.0976791382s, input_fired_time: 1.2543545961, output_fired_time: 0.0000000000, propagate_forward_time: 68.9005813599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9427413940
validation[          , genome 14525] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       444.68622, best error:       444.68622 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 905.9746093750s, input_fired_time: 10.3142528534, output_fired_time: 9.8069543839, propagate_forward_time: 343.6501770020, propagate_backward_time: 531.3074951172, weight_update_time: 0.8847624660, other_time: 10.8957519531
epoch time: 71.7455520630s, input_fired_time: 1.2620427608, output_fired_time: 0.0000000000, propagate_forward_time: 68.5262603760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9572525024
validation[          , genome 14525] predictions:    9832/  10000 (98.32%), best:    9862/10000 (98.62%), error:       519.57092, best error:       444.68622 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 902.2190551758s, input_fired_time: 10.2629451752, output_fired_time: 9.7793159485, propagate_forward_time: 342.1789245605, propagate_backward_time: 529.2405395508, weight_update_time: 0.8785530925, other_time: 10.7573852539
epoch time: 72.3605728149s, input_fired_time: 1.2666456699, output_fired_time: 0.0000000000, propagate_forward_time: 69.1323547363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9615707397
validation[          , genome 14525] predictions:    9835/  10000 (98.35%), best:    9862/10000 (98.62%), error:       509.68799, best error:       444.68622 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 904.9573364258s, input_fired_time: 10.3035278320, output_fired_time: 9.8015851974, propagate_forward_time: 343.0993652344, propagate_backward_time: 530.9259033203, weight_update_time: 0.8815689087, other_time: 10.8269653320
epoch time: 71.8308410645s, input_fired_time: 1.2566181421, output_fired_time: 0.0000000000, propagate_forward_time: 68.6659469604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9082794189
validation[          , genome 14525] predictions:    9842/  10000 (98.42%), best:    9862/10000 (98.62%), error:       509.09445, best error:       444.68622 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 904.5171508789s, input_fired_time: 10.2855510712, output_fired_time: 9.7938642502, propagate_forward_time: 342.8300781250, propagate_backward_time: 530.7772827148, weight_update_time: 0.8810495138, other_time: 10.8303833008
epoch time: 71.9255447388s, input_fired_time: 1.2663131952, output_fired_time: 0.0000000000, propagate_forward_time: 68.6702117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9890213013
validation[          , genome 14525] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       500.69318, best error:       444.68622 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 906.3805541992s, input_fired_time: 10.3213033676, output_fired_time: 9.7966957092, propagate_forward_time: 343.6817932129, propagate_backward_time: 531.7537231445, weight_update_time: 0.8834882379, other_time: 10.8270874023
epoch time: 71.3732223511s, input_fired_time: 1.2553344965, output_fired_time: 0.0000000000, propagate_forward_time: 68.2182693481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996200562
validation[          , genome 14525] predictions:    9833/  10000 (98.33%), best:    9862/10000 (98.62%), error:       523.44891, best error:       444.68622 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 904.6044921875s, input_fired_time: 10.3291492462, output_fired_time: 9.7879247665, propagate_forward_time: 343.0594177246, propagate_backward_time: 530.5857543945, weight_update_time: 0.8799529076, other_time: 10.8422241211
epoch time: 71.9749755859s, input_fired_time: 1.2708692551, output_fired_time: 0.0000000000, propagate_forward_time: 68.7450027466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9591064453
validation[          , genome 14525] predictions:    9798/  10000 (97.98%), best:    9862/10000 (98.62%), error:       640.28259, best error:       444.68622 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 904.4785156250s, input_fired_time: 10.3107728958, output_fired_time: 9.7959823608, propagate_forward_time: 342.8788146973, propagate_backward_time: 530.6704711914, weight_update_time: 0.8788081408, other_time: 10.8224487305
epoch time: 72.2013854980s, input_fired_time: 1.2672884464, output_fired_time: 0.0000000000, propagate_forward_time: 68.9851989746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9488983154
validation[          , genome 14525] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       426.36194, best error:       426.36194 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 905.4310302734s, input_fired_time: 10.3250246048, output_fired_time: 9.7950859070, propagate_forward_time: 343.6058044434, propagate_backward_time: 530.8855590820, weight_update_time: 0.8828031421, other_time: 10.8195190430
epoch time: 71.8005523682s, input_fired_time: 1.2618093491, output_fired_time: 0.0000000000, propagate_forward_time: 68.6014633179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9372787476
validation[          , genome 14525] predictions:    9857/  10000 (98.57%), best:    9875/10000 (98.75%), error:       514.42883, best error:       426.36194 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 901.6737670898s, input_fired_time: 10.2929105759, output_fired_time: 9.7721471786, propagate_forward_time: 341.7614746094, propagate_backward_time: 529.1140136719, weight_update_time: 0.8788148165, other_time: 10.7332153320
epoch time: 70.9996261597s, input_fired_time: 1.2529993057, output_fired_time: 0.0000000000, propagate_forward_time: 67.8127365112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9338912964
validation[          , genome 14525] predictions:    9818/  10000 (98.18%), best:    9875/10000 (98.75%), error:       564.17389, best error:       426.36194 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 899.9879760742s, input_fired_time: 10.2863006592, output_fired_time: 9.7537851334, propagate_forward_time: 341.3374633789, propagate_backward_time: 527.9102172852, weight_update_time: 0.8732827306, other_time: 10.7001953125
epoch time: 71.7564392090s, input_fired_time: 1.2602192163, output_fired_time: 0.0000000000, propagate_forward_time: 68.5674438477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9287796021
validation[          , genome 14525] predictions:    9843/  10000 (98.43%), best:    9875/10000 (98.75%), error:       494.85864, best error:       426.36194 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 906.8150024414s, input_fired_time: 10.3704862595, output_fired_time: 9.7997064590, propagate_forward_time: 344.0188293457, propagate_backward_time: 531.6735839844, weight_update_time: 0.8889464736, other_time: 10.9523925781
epoch time: 71.9702529907s, input_fired_time: 1.2696285248, output_fired_time: 0.0000000000, propagate_forward_time: 68.7491531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9514694214
validation[          , genome 14525] predictions:    9839/  10000 (98.39%), best:    9875/10000 (98.75%), error:       500.03207, best error:       426.36194 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 904.4684448242s, input_fired_time: 10.3438615799, output_fired_time: 9.7893695831, propagate_forward_time: 342.6566162109, propagate_backward_time: 530.7193603516, weight_update_time: 0.8837031722, other_time: 10.9592285156
epoch time: 71.3358230591s, input_fired_time: 1.2676122189, output_fired_time: 0.0000000000, propagate_forward_time: 68.1213912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9468231201
validation[          , genome 14525] predictions:    9718/  10000 (97.18%), best:    9875/10000 (98.75%), error:       839.81482, best error:       426.36194 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 902.8943481445s, input_fired_time: 10.3457574844, output_fired_time: 9.7948293686, propagate_forward_time: 342.5189819336, propagate_backward_time: 529.3273315430, weight_update_time: 0.8868449330, other_time: 10.9074707031
epoch time: 72.0952224731s, input_fired_time: 1.2847360373, output_fired_time: 0.0000000000, propagate_forward_time: 68.8075180054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0029678345
validation[          , genome 14525] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       404.11157, best error:       404.11157 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 901.3075561523s, input_fired_time: 10.2953548431, output_fired_time: 9.7415466309, propagate_forward_time: 341.2950134277, propagate_backward_time: 529.0979003906, weight_update_time: 0.8812333941, other_time: 10.8776855469
epoch time: 71.9869384766s, input_fired_time: 1.2729505301, output_fired_time: 0.0000000000, propagate_forward_time: 68.7209930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9929962158
validation[          , genome 14525] predictions:    9867/  10000 (98.67%), best:    9869/10000 (98.69%), error:       430.42752, best error:       404.11157 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 902.0211791992s, input_fired_time: 10.3303213120, output_fired_time: 9.7745676041, propagate_forward_time: 342.0163879395, propagate_backward_time: 529.0339965820, weight_update_time: 0.8818173409, other_time: 10.8659057617
epoch time: 72.0589599609s, input_fired_time: 1.2786751986, output_fired_time: 0.0000000000, propagate_forward_time: 68.7990646362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9812164307
validation[          , genome 14525] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       445.93835, best error:       404.11157 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 904.3117065430s, input_fired_time: 10.3533010483, output_fired_time: 9.7755165100, propagate_forward_time: 342.7356262207, propagate_backward_time: 530.5301513672, weight_update_time: 0.8826434016, other_time: 10.9171142578
epoch time: 71.5417556763s, input_fired_time: 1.2596198320, output_fired_time: 0.0000000000, propagate_forward_time: 68.3630828857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9190521240
validation[          , genome 14525] predictions:    9829/  10000 (98.29%), best:    9869/10000 (98.69%), error:       550.77167, best error:       404.11157 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 900.1760864258s, input_fired_time: 10.3189764023, output_fired_time: 9.7534751892, propagate_forward_time: 341.0816650391, propagate_backward_time: 528.1776123047, weight_update_time: 0.8791825175, other_time: 10.8443603516
epoch time: 72.3437500000s, input_fired_time: 1.2823227644, output_fired_time: 0.0000000000, propagate_forward_time: 69.0413665771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0200576782
validation[          , genome 14525] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       391.15076, best error:       391.15076 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 900.5175781250s, input_fired_time: 10.3227033615, output_fired_time: 9.7592124939, propagate_forward_time: 341.5582580566, propagate_backward_time: 528.0300292969, weight_update_time: 0.8757488132, other_time: 10.8474121094
epoch time: 70.6601181030s, input_fired_time: 1.2528399229, output_fired_time: 0.0000000000, propagate_forward_time: 67.4972000122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9100799561
validation[          , genome 14525] predictions:    9861/  10000 (98.61%), best:    9878/10000 (98.78%), error:       417.89697, best error:       391.15076 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 903.5857543945s, input_fired_time: 10.3663530350, output_fired_time: 9.7837648392, propagate_forward_time: 342.7896728516, propagate_backward_time: 529.6733398438, weight_update_time: 0.8874949813, other_time: 10.9726562500
epoch time: 71.5360565186s, input_fired_time: 1.2633539438, output_fired_time: 0.0000000000, propagate_forward_time: 68.3077468872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9649581909
validation[          , genome 14525] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       396.81451, best error:       391.15076 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 905.1474609375s, input_fired_time: 10.3657035828, output_fired_time: 9.7889623642, propagate_forward_time: 343.6627502441, propagate_backward_time: 530.4729614258, weight_update_time: 0.8840400577, other_time: 10.8571166992
epoch time: 72.3427810669s, input_fired_time: 1.2762106657, output_fired_time: 0.0000000000, propagate_forward_time: 69.1109466553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9556274414
validation[          , genome 14525] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       391.44666, best error:       391.15076 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 904.1389160156s, input_fired_time: 10.3706254959, output_fired_time: 9.7974567413, propagate_forward_time: 342.6793212891, propagate_backward_time: 530.4015502930, weight_update_time: 0.8794499040, other_time: 10.8899536133
epoch time: 70.5613784790s, input_fired_time: 1.2682052851, output_fired_time: 0.0000000000, propagate_forward_time: 67.2793960571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0137786865
validation[          , genome 14525] predictions:    9877/  10000 (98.77%), best:    9878/10000 (98.78%), error:       403.37317, best error:       391.15076 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 903.7179565430s, input_fired_time: 10.3775815964, output_fired_time: 9.7874422073, propagate_forward_time: 342.6494445801, propagate_backward_time: 529.9877929688, weight_update_time: 0.8830604553, other_time: 10.9157714844
epoch time: 69.7440948486s, input_fired_time: 1.2413196564, output_fired_time: 0.0000000000, propagate_forward_time: 66.6119918823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8907852173
validation[          , genome 14525] predictions:    9832/  10000 (98.32%), best:    9878/10000 (98.78%), error:       522.68903, best error:       391.15076 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 903.4302368164s, input_fired_time: 10.3630714417, output_fired_time: 9.7680673599, propagate_forward_time: 342.4968566895, propagate_backward_time: 529.9801025391, weight_update_time: 0.8796777725, other_time: 10.8221435547
epoch time: 71.5520095825s, input_fired_time: 1.2682410479, output_fired_time: 0.0000000000, propagate_forward_time: 68.4031600952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8806076050
validation[          , genome 14525] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       417.16122, best error:       391.15076 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 904.6884155273s, input_fired_time: 10.3606157303, output_fired_time: 9.8092269897, propagate_forward_time: 343.1975708008, propagate_backward_time: 530.5670166016, weight_update_time: 0.8790271282, other_time: 10.7540283203
epoch time: 70.8521194458s, input_fired_time: 1.2653580904, output_fired_time: 0.0000000000, propagate_forward_time: 67.6740341187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9127273560
validation[          , genome 14525] predictions:    9847/  10000 (98.47%), best:    9878/10000 (98.78%), error:       491.69418, best error:       391.15076 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 905.5336303711s, input_fired_time: 10.3602762222, output_fired_time: 9.7922506332, propagate_forward_time: 343.2368164063, propagate_backward_time: 531.2342529297, weight_update_time: 0.8853672743, other_time: 10.9100341797
epoch time: 71.9761886597s, input_fired_time: 1.2769050598, output_fired_time: 0.0000000000, propagate_forward_time: 68.8041992188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8950805664
validation[          , genome 14525] predictions:    9851/  10000 (98.51%), best:    9878/10000 (98.78%), error:       472.88074, best error:       391.15076 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 902.4730224609s, input_fired_time: 10.3377389908, output_fired_time: 9.7603521347, propagate_forward_time: 342.0372924805, propagate_backward_time: 529.5781860352, weight_update_time: 0.8780871034, other_time: 10.7593994141
epoch time: 71.3257904053s, input_fired_time: 1.2712279558, output_fired_time: 0.0000000000, propagate_forward_time: 68.0806961060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9738693237
validation[          , genome 14525] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       376.10532, best error:       376.10532 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 905.4528198242s, input_fired_time: 10.3811531067, output_fired_time: 9.7934217453, propagate_forward_time: 343.5435485840, propagate_backward_time: 530.8952026367, weight_update_time: 0.8825765252, other_time: 10.8395385742
epoch time: 71.9370651245s, input_fired_time: 1.2798295021, output_fired_time: 0.0000000000, propagate_forward_time: 68.6960906982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611434937
validation[          , genome 14525] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       386.63989, best error:       376.10532 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 902.4742431641s, input_fired_time: 10.3634233475, output_fired_time: 9.7715473175, propagate_forward_time: 342.5564270020, propagate_backward_time: 528.9867553711, weight_update_time: 0.8817678690, other_time: 10.7960815430
epoch time: 72.3136978149s, input_fired_time: 1.2913838625, output_fired_time: 0.0000000000, propagate_forward_time: 69.0231475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9991683960
validation[          , genome 14525] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       408.50238, best error:       376.10532 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 904.3243408203s, input_fired_time: 10.3600606918, output_fired_time: 9.7766590118, propagate_forward_time: 343.2260742188, propagate_backward_time: 530.1185913086, weight_update_time: 0.8841032386, other_time: 10.8429565430
epoch time: 71.4187088013s, input_fired_time: 1.2651159763, output_fired_time: 0.0000000000, propagate_forward_time: 68.2184295654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9351654053
validation[          , genome 14525] predictions:    9889/  10000 (98.89%), best:    9882/10000 (98.82%), error:       377.16205, best error:       376.10532 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 905.4100952148s, input_fired_time: 10.4243526459, output_fired_time: 9.7995090485, propagate_forward_time: 343.3285217285, propagate_backward_time: 530.8667602539, weight_update_time: 0.8869324923, other_time: 10.9909057617
epoch time: 72.3170166016s, input_fired_time: 1.2880003452, output_fired_time: 0.0000000000, propagate_forward_time: 69.0570068359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9720077515
validation[          , genome 14525] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       385.01178, best error:       376.10532 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 902.8047485352s, input_fired_time: 10.3985900879, output_fired_time: 9.7816715240, propagate_forward_time: 342.2083740234, propagate_backward_time: 529.3995971680, weight_update_time: 0.8857043982, other_time: 11.0164794922
epoch time: 72.2213745117s, input_fired_time: 1.2831819057, output_fired_time: 0.0000000000, propagate_forward_time: 69.0002899170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9379043579
validation[          , genome 14525] predictions:    9888/  10000 (98.88%), best:    9882/10000 (98.82%), error:       384.99258, best error:       376.10532 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 902.3682861328s, input_fired_time: 10.3933496475, output_fired_time: 9.7758855820, propagate_forward_time: 342.3037414551, propagate_backward_time: 528.9203491211, weight_update_time: 0.8871883750, other_time: 10.9749145508
epoch time: 72.6377639771s, input_fired_time: 1.2952706814, output_fired_time: 0.0000000000, propagate_forward_time: 69.3500747681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9924163818
validation[          , genome 14525] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       457.73523, best error:       376.10532 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 905.7017211914s, input_fired_time: 10.4503803253, output_fired_time: 9.8036489487, propagate_forward_time: 343.4201965332, propagate_backward_time: 530.8474731445, weight_update_time: 0.8922363520, other_time: 11.1799926758
epoch time: 71.4295425415s, input_fired_time: 1.2997988462, output_fired_time: 0.0000000000, propagate_forward_time: 67.9913940430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1383514404
validation[          , genome 14525] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       385.19434, best error:       376.10532 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 904.3714599609s, input_fired_time: 10.4150152206, output_fired_time: 9.7976064682, propagate_forward_time: 343.2283020020, propagate_backward_time: 529.9890136719, weight_update_time: 0.8829852939, other_time: 10.9415283203
epoch time: 72.5197219849s, input_fired_time: 1.2994204760, output_fired_time: 0.0000000000, propagate_forward_time: 69.1875915527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0327072144
validation[          , genome 14525] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       400.29279, best error:       376.10532 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 903.9357910156s, input_fired_time: 10.4369325638, output_fired_time: 9.8138847351, propagate_forward_time: 342.8985900879, propagate_backward_time: 529.7109985352, weight_update_time: 0.8898120522, other_time: 11.0753784180
epoch time: 72.0945358276s, input_fired_time: 1.2859337330, output_fired_time: 0.0000000000, propagate_forward_time: 68.8112716675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9973297119
validation[          , genome 14525] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       398.22839, best error:       376.10532 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 907.8900756836s, input_fired_time: 10.4561471939, output_fired_time: 9.8468484879, propagate_forward_time: 344.4126586914, propagate_backward_time: 531.9979858398, weight_update_time: 0.8961000443, other_time: 11.1763916016
epoch time: 72.2136611938s, input_fired_time: 1.2898688316, output_fired_time: 0.0000000000, propagate_forward_time: 68.9570465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9667434692
validation[          , genome 14525] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       393.54501, best error:       376.10532 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 902.9443359375s, input_fired_time: 10.4308080673, output_fired_time: 9.8203125000, propagate_forward_time: 342.2095336914, propagate_backward_time: 529.3991699219, weight_update_time: 0.8917787075, other_time: 11.0845336914
epoch time: 72.5357284546s, input_fired_time: 1.3064136505, output_fired_time: 0.0000000000, propagate_forward_time: 69.1955871582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0337295532
validation[          , genome 14525] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       373.69766, best error:       373.69766 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 905.6309204102s, input_fired_time: 10.4604072571, output_fired_time: 9.8352375031, propagate_forward_time: 343.2514343262, propagate_backward_time: 530.9486083984, weight_update_time: 0.8978307247, other_time: 11.1352539063
epoch time: 71.8470840454s, input_fired_time: 1.2975516319, output_fired_time: 0.0000000000, propagate_forward_time: 68.4971160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0524139404
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       330.88712, best error:       330.88712 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 905.2785034180s, input_fired_time: 10.4691228867, output_fired_time: 9.8221883774, propagate_forward_time: 343.0993652344, propagate_backward_time: 530.7732543945, weight_update_time: 0.8946205378, other_time: 11.1145629883
epoch time: 72.1516571045s, input_fired_time: 1.2897125483, output_fired_time: 0.0000000000, propagate_forward_time: 68.8863677979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9755783081
validation[          , genome 14525] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       347.33035, best error:       330.88712 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 904.5469360352s, input_fired_time: 10.4694662094, output_fired_time: 9.8113813400, propagate_forward_time: 343.1022949219, propagate_backward_time: 530.0697021484, weight_update_time: 0.8988834620, other_time: 11.0940551758
epoch time: 72.4643173218s, input_fired_time: 1.3160947561, output_fired_time: 0.0000000000, propagate_forward_time: 69.0717086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0765151978
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       347.44629, best error:       330.88712 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 904.4277954102s, input_fired_time: 10.4253435135, output_fired_time: 9.7813854218, propagate_forward_time: 343.2586975098, propagate_backward_time: 530.0592651367, weight_update_time: 0.8846312761, other_time: 10.9031372070
epoch time: 71.0162200928s, input_fired_time: 1.2785906792, output_fired_time: 0.0000000000, propagate_forward_time: 67.7386627197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9989700317
validation[          , genome 14525] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       347.87515, best error:       330.88712 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 905.1735839844s, input_fired_time: 10.4608364105, output_fired_time: 9.8120536804, propagate_forward_time: 343.0744628906, propagate_backward_time: 530.7758178711, weight_update_time: 0.8919263482, other_time: 11.0504150391
epoch time: 69.8001708984s, input_fired_time: 1.2644362450, output_fired_time: 0.0000000000, propagate_forward_time: 66.5638122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9719238281
validation[          , genome 14525] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       386.00558, best error:       330.88712 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 904.7637329102s, input_fired_time: 10.4258127213, output_fired_time: 9.7883567810, propagate_forward_time: 342.9930114746, propagate_backward_time: 530.5834960938, weight_update_time: 0.8915959597, other_time: 10.9730224609
epoch time: 72.0246582031s, input_fired_time: 1.2969993353, output_fired_time: 0.0000000000, propagate_forward_time: 68.7081985474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0194625854
validation[          , genome 14525] predictions:    9907/  10000 (99.07%), best:    9900/10000 (99.00%), error:       336.38480, best error:       330.88712 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 902.6066284180s, input_fired_time: 10.4057559967, output_fired_time: 9.7748880386, propagate_forward_time: 342.3152770996, propagate_backward_time: 529.2725830078, weight_update_time: 0.8802025914, other_time: 10.8381347656
epoch time: 71.8560562134s, input_fired_time: 1.2949489355, output_fired_time: 0.0000000000, propagate_forward_time: 68.5643157959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9967880249
validation[          , genome 14525] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       321.45663, best error:       321.45663 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 905.4646606445s, input_fired_time: 10.4592189789, output_fired_time: 9.7864418030, propagate_forward_time: 343.2562561035, propagate_backward_time: 531.0411987305, weight_update_time: 0.8858333826, other_time: 10.9215698242
epoch time: 71.2045364380s, input_fired_time: 1.2880167961, output_fired_time: 0.0000000000, propagate_forward_time: 67.9367980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9797210693
validation[          , genome 14525] predictions:    9889/  10000 (98.89%), best:    9905/10000 (99.05%), error:       349.48352, best error:       321.45663 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 905.0977783203s, input_fired_time: 10.4458742142, output_fired_time: 9.8196735382, propagate_forward_time: 343.4034729004, propagate_backward_time: 530.5040893555, weight_update_time: 0.8844300508, other_time: 10.9246215820
epoch time: 71.7918243408s, input_fired_time: 1.2896863222, output_fired_time: 0.0000000000, propagate_forward_time: 68.4923934937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0097427368
validation[          , genome 14525] predictions:    9894/  10000 (98.94%), best:    9905/10000 (99.05%), error:       345.75821, best error:       321.45663 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 903.9762573242s, input_fired_time: 10.4567890167, output_fired_time: 9.8062696457, propagate_forward_time: 343.1397094727, propagate_backward_time: 529.6393432617, weight_update_time: 0.8879302740, other_time: 10.9341430664
epoch time: 72.0081710815s, input_fired_time: 1.2906297445, output_fired_time: 0.0000000000, propagate_forward_time: 68.7686920166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9488525391
validation[          , genome 14525] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       334.32401, best error:       321.45663 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 903.2339477539s, input_fired_time: 10.4690265656, output_fired_time: 9.7985334396, propagate_forward_time: 342.8349609375, propagate_backward_time: 529.1389770508, weight_update_time: 0.8837887645, other_time: 10.9924316406
epoch time: 71.7427749634s, input_fired_time: 1.2925895452, output_fired_time: 0.0000000000, propagate_forward_time: 68.4529342651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9972534180
validation[          , genome 14525] predictions:    9885/  10000 (98.85%), best:    9905/10000 (99.05%), error:       391.72925, best error:       321.45663 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 905.6467285156s, input_fired_time: 10.4760828018, output_fired_time: 9.8190774918, propagate_forward_time: 343.3890991211, propagate_backward_time: 530.8592529297, weight_update_time: 0.8940058351, other_time: 11.1032104492
epoch time: 71.6654891968s, input_fired_time: 1.2910081148, output_fired_time: 0.0000000000, propagate_forward_time: 68.3911132813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9833679199
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       321.05917, best error:       321.05917 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 906.4133300781s, input_fired_time: 10.4590997696, output_fired_time: 9.8187894821, propagate_forward_time: 344.1690673828, propagate_backward_time: 531.0140380859, weight_update_time: 0.8877325058, other_time: 10.9523315430
epoch time: 72.3683929443s, input_fired_time: 1.3086489439, output_fired_time: 0.0000000000, propagate_forward_time: 69.0693206787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9904251099
validation[          , genome 14525] predictions:    9873/  10000 (98.73%), best:    9900/10000 (99.00%), error:       479.60477, best error:       321.05917 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 902.1347656250s, input_fired_time: 10.4518566132, output_fired_time: 9.7711811066, propagate_forward_time: 342.0873107910, propagate_backward_time: 528.7664794922, weight_update_time: 0.8846340775, other_time: 11.0579833984
epoch time: 72.0777740479s, input_fired_time: 1.3005793095, output_fired_time: 0.0000000000, propagate_forward_time: 68.7378921509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0392990112
validation[          , genome 14525] predictions:    9905/  10000 (99.05%), best:    9900/10000 (99.00%), error:       331.22156, best error:       321.05917 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 901.3961791992s, input_fired_time: 10.4689455032, output_fired_time: 9.7894573212, propagate_forward_time: 341.8123168945, propagate_backward_time: 528.3251953125, weight_update_time: 0.8849785328, other_time: 11.0003051758
epoch time: 71.4460144043s, input_fired_time: 1.2994997501, output_fired_time: 0.0000000000, propagate_forward_time: 68.1582717896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9882431030
validation[          , genome 14525] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       334.70139, best error:       321.05917 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 905.7363891602s, input_fired_time: 10.5038547516, output_fired_time: 9.8292093277, propagate_forward_time: 343.4365234375, propagate_backward_time: 530.8663940430, weight_update_time: 0.8930141926, other_time: 11.1004028320
epoch time: 72.0495529175s, input_fired_time: 1.3005865812, output_fired_time: 0.0000000000, propagate_forward_time: 68.7607498169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9882202148
validation[          , genome 14525] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       329.51846, best error:       321.05917 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 903.5747070313s, input_fired_time: 10.4644756317, output_fired_time: 9.7996654510, propagate_forward_time: 342.4653930664, propagate_backward_time: 529.8052368164, weight_update_time: 0.8898609281, other_time: 11.0399169922
epoch time: 72.5562896729s, input_fired_time: 1.3105120659, output_fired_time: 0.0000000000, propagate_forward_time: 69.2134399414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0323410034
validation[          , genome 14525] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       320.78558, best error:       320.78558 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 905.6766357422s, input_fired_time: 10.4709644318, output_fired_time: 9.8299942017, propagate_forward_time: 343.4507751465, propagate_backward_time: 530.9688110352, weight_update_time: 0.8886209130, other_time: 10.9561157227
epoch time: 71.3013916016s, input_fired_time: 1.2873290777, output_fired_time: 0.0000000000, propagate_forward_time: 68.0441055298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9699554443
validation[          , genome 14525] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       351.10617, best error:       320.78558 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 905.8977661133s, input_fired_time: 10.4866161346, output_fired_time: 9.8330612183, propagate_forward_time: 343.3588562012, propagate_backward_time: 531.1385498047, weight_update_time: 0.8916327953, other_time: 11.0806884766
epoch time: 70.7748565674s, input_fired_time: 1.2823048830, output_fired_time: 0.0000000000, propagate_forward_time: 67.5334701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9590835571
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       315.50900, best error:       315.50900 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 904.4462280273s, input_fired_time: 10.4811315536, output_fired_time: 9.8044652939, propagate_forward_time: 342.8770446777, propagate_backward_time: 530.2568969727, weight_update_time: 0.8892342448, other_time: 11.0266723633
epoch time: 72.4453506470s, input_fired_time: 1.3211011887, output_fired_time: 0.0000000000, propagate_forward_time: 69.0761032104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0481491089
validation[          , genome 14525] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       313.48764, best error:       313.48764 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 901.4381103516s, input_fired_time: 10.4576635361, output_fired_time: 9.7774915695, propagate_forward_time: 341.3643493652, propagate_backward_time: 528.8405761719, weight_update_time: 0.8861438036, other_time: 10.9980468750
epoch time: 70.4228286743s, input_fired_time: 1.2830364704, output_fired_time: 0.0000000000, propagate_forward_time: 67.1774139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9623794556
validation[          , genome 14525] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       313.06607, best error:       313.06607 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 904.0389404297s, input_fired_time: 10.5144872665, output_fired_time: 9.8238258362, propagate_forward_time: 342.8633422852, propagate_backward_time: 529.6215209961, weight_update_time: 0.8937860727, other_time: 11.2157592773
epoch time: 72.2625427246s, input_fired_time: 1.3058563471, output_fired_time: 0.0000000000, propagate_forward_time: 68.9341812134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0225067139
validation[          , genome 14525] predictions:    9890/  10000 (98.90%), best:    9908/10000 (99.08%), error:       376.72934, best error:       313.06607 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 907.7589111328s, input_fired_time: 10.5031471252, output_fired_time: 9.8399953842, propagate_forward_time: 343.9372253418, propagate_backward_time: 532.4335327148, weight_update_time: 0.8897071481, other_time: 11.0449829102
epoch time: 71.8728713989s, input_fired_time: 1.2903907299, output_fired_time: 0.0000000000, propagate_forward_time: 68.6214218140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9610595703
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       333.19958, best error:       313.06607 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 903.3328857422s, input_fired_time: 10.4083433151, output_fired_time: 9.7885808945, propagate_forward_time: 342.7478637695, propagate_backward_time: 529.8491821289, weight_update_time: 0.8673586249, other_time: 10.5389404297
epoch time: 71.3634948730s, input_fired_time: 1.2836251259, output_fired_time: 0.0000000000, propagate_forward_time: 68.1266479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9532241821
validation[          , genome 14525] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       329.07428, best error:       313.06607 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 901.6240844727s, input_fired_time: 10.3767709732, output_fired_time: 9.7745742798, propagate_forward_time: 341.9223937988, propagate_backward_time: 529.0518798828, weight_update_time: 0.8599180579, other_time: 10.4984130859
epoch time: 70.8263778687s, input_fired_time: 1.2744569778, output_fired_time: 0.0000000000, propagate_forward_time: 67.6646804810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8872375488
validation[          , genome 14525] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       333.23163, best error:       313.06607 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 905.4417724609s, input_fired_time: 10.4401226044, output_fired_time: 9.8155088425, propagate_forward_time: 343.6057434082, propagate_backward_time: 530.9884033203, weight_update_time: 0.8700958490, other_time: 10.5920410156
epoch time: 71.6821212769s, input_fired_time: 1.2880700827, output_fired_time: 0.0000000000, propagate_forward_time: 68.5229797363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8710708618
validation[          , genome 14525] predictions:    9893/  10000 (98.93%), best:    9908/10000 (99.08%), error:       346.82632, best error:       313.06607 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 904.3380126953s, input_fired_time: 10.4142208099, output_fired_time: 9.7963762283, propagate_forward_time: 342.9849548340, propagate_backward_time: 530.5925292969, weight_update_time: 0.8663463593, other_time: 10.5499267578
epoch time: 71.9101943970s, input_fired_time: 1.2935156822, output_fired_time: 0.0000000000, propagate_forward_time: 68.6981430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9185333252
validation[          , genome 14525] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       334.66965, best error:       313.06607 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 903.9821166992s, input_fired_time: 10.4402179718, output_fired_time: 9.7972784042, propagate_forward_time: 342.9019165039, propagate_backward_time: 530.1978759766, weight_update_time: 0.8728522658, other_time: 10.6447753906
epoch time: 71.9656219482s, input_fired_time: 1.2898861170, output_fired_time: 0.0000000000, propagate_forward_time: 68.7673797607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9083557129
validation[          , genome 14525] predictions:    9896/  10000 (98.96%), best:    9908/10000 (99.08%), error:       323.25052, best error:       313.06607 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 907.2928466797s, input_fired_time: 10.4670057297, output_fired_time: 9.8485603333, propagate_forward_time: 344.4804077148, propagate_backward_time: 531.8586425781, weight_update_time: 0.8711010814, other_time: 10.6382446289
epoch time: 71.6155395508s, input_fired_time: 1.2885060310, output_fired_time: 0.0000000000, propagate_forward_time: 68.4110641479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9159698486
validation[          , genome 14525] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       320.18765, best error:       313.06607 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 905.8964233398s, input_fired_time: 10.4573516846, output_fired_time: 9.8338165283, propagate_forward_time: 343.4714965820, propagate_backward_time: 531.3745117188, weight_update_time: 0.8769121170, other_time: 10.7592773438
epoch time: 72.5566406250s, input_fired_time: 1.3064563274, output_fired_time: 0.0000000000, propagate_forward_time: 69.3122329712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9379501343
validation[          , genome 14525] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       330.50369, best error:       313.06607 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 905.2891845703s, input_fired_time: 10.4626407623, output_fired_time: 9.8100557327, propagate_forward_time: 343.3898315430, propagate_backward_time: 530.8896484375, weight_update_time: 0.8727309704, other_time: 10.7369995117
epoch time: 72.1264724731s, input_fired_time: 1.3001250029, output_fired_time: 0.0000000000, propagate_forward_time: 68.8988189697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9275283813
validation[          , genome 14525] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       326.75461, best error:       313.06607 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 907.8729858398s, input_fired_time: 10.5129728317, output_fired_time: 9.8518447876, propagate_forward_time: 344.0983276367, propagate_backward_time: 532.6122436523, weight_update_time: 0.8809397817, other_time: 10.7975463867
epoch time: 70.7012634277s, input_fired_time: 1.2927992344, output_fired_time: 0.0000000000, propagate_forward_time: 67.4774627686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9309997559
validation[          , genome 14525] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       322.30515, best error:       313.06607 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 904.1987915039s, input_fired_time: 10.4812049866, output_fired_time: 9.8251466751, propagate_forward_time: 342.9385375977, propagate_backward_time: 530.1714477539, weight_update_time: 0.8770344257, other_time: 10.7824707031
epoch time: 71.1133728027s, input_fired_time: 1.2847392559, output_fired_time: 0.0000000000, propagate_forward_time: 67.9014587402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9271774292
validation[          , genome 14525] predictions:    9894/  10000 (98.94%), best:    9908/10000 (99.08%), error:       336.02173, best error:       313.06607 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 907.0831298828s, input_fired_time: 10.4927997589, output_fired_time: 9.8565921783, propagate_forward_time: 344.0690612793, propagate_backward_time: 531.8589477539, weight_update_time: 0.8779994249, other_time: 10.8057250977
epoch time: 72.0301208496s, input_fired_time: 1.2950065136, output_fired_time: 0.0000000000, propagate_forward_time: 68.8188323975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9162826538
validation[          , genome 14525] predictions:    9898/  10000 (98.98%), best:    9908/10000 (99.08%), error:       321.77863, best error:       313.06607 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 902.6159667969s, input_fired_time: 10.4658632278, output_fired_time: 9.7965898514, propagate_forward_time: 341.9443969727, propagate_backward_time: 529.6652832031, weight_update_time: 0.8781825900, other_time: 10.7438354492
epoch time: 72.0354614258s, input_fired_time: 1.3056855202, output_fired_time: 0.0000000000, propagate_forward_time: 68.7305755615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9991989136
validation[          , genome 14525] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       312.49011, best error:       312.49011 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 908.7415161133s, input_fired_time: 10.7844495773, output_fired_time: 10.0007896423, propagate_forward_time: 343.9112243652, propagate_backward_time: 532.0236206055, weight_update_time: 0.9590690136, other_time: 12.0214233398
epoch time: 71.6721267700s, input_fired_time: 1.3436659575, output_fired_time: 0.0000000000, propagate_forward_time: 68.1822891235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1461715698
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       322.34387, best error:       312.49011 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 908.9296264648s, input_fired_time: 10.7899951935, output_fired_time: 10.0223302841, propagate_forward_time: 343.9204711914, propagate_backward_time: 532.0172729492, weight_update_time: 0.9532751441, other_time: 12.1795654297
epoch time: 71.6608657837s, input_fired_time: 1.3401414156, output_fired_time: 0.0000000000, propagate_forward_time: 68.1570663452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1636581421
validation[          , genome 14525] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       336.86548, best error:       312.49011 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 909.4823608398s, input_fired_time: 10.7965726852, output_fired_time: 10.0183353424, propagate_forward_time: 344.2403259277, propagate_backward_time: 532.3358154297, weight_update_time: 0.9531216621, other_time: 12.0913085938
epoch time: 70.2757720947s, input_fired_time: 1.3171052933, output_fired_time: 0.0000000000, propagate_forward_time: 66.8324661255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1261978149
validation[          , genome 14525] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       340.00113, best error:       312.49011 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 910.4117431641s, input_fired_time: 10.8301811218, output_fired_time: 10.0399532318, propagate_forward_time: 344.5480041504, propagate_backward_time: 532.7337646484, weight_update_time: 0.9627965093, other_time: 12.2597656250
epoch time: 71.6840667725s, input_fired_time: 1.3418828249, output_fired_time: 0.0000000000, propagate_forward_time: 68.1895751953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1526107788
validation[          , genome 14525] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       351.11530, best error:       312.49011 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 905.2664184570s, input_fired_time: 10.7667036057, output_fired_time: 9.9794893265, propagate_forward_time: 342.4362792969, propagate_backward_time: 530.0401000977, weight_update_time: 0.9502638578, other_time: 12.0438232422
epoch time: 71.9793167114s, input_fired_time: 1.3374946117, output_fired_time: 0.0000000000, propagate_forward_time: 68.5267257690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1150970459
validation[          , genome 14525] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       340.03748, best error:       312.49011 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 908.0570678711s, input_fired_time: 10.7886419296, output_fired_time: 10.0089864731, propagate_forward_time: 343.5628051758, propagate_backward_time: 531.5034179688, weight_update_time: 0.9588761926, other_time: 12.1932373047
epoch time: 72.6306610107s, input_fired_time: 1.3635679483, output_fired_time: 0.0000000000, propagate_forward_time: 69.0528411865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2142486572
validation[          , genome 14525] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       316.16693, best error:       312.49011 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 907.8742675781s, input_fired_time: 10.8010034561, output_fired_time: 10.0227403641, propagate_forward_time: 343.2583618164, propagate_backward_time: 531.6051025391, weight_update_time: 0.9519191980, other_time: 12.1870117188
epoch time: 72.4304656982s, input_fired_time: 1.3515515327, output_fired_time: 0.0000000000, propagate_forward_time: 68.8744888306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2044219971
validation[          , genome 14525] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       318.73920, best error:       312.49011 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 906.0109863281s, input_fired_time: 10.7668981552, output_fired_time: 9.9403276443, propagate_forward_time: 342.7943420410, propagate_backward_time: 530.4244995117, weight_update_time: 0.9567992091, other_time: 12.0848999023
epoch time: 71.2329635620s, input_fired_time: 1.3404099941, output_fired_time: 0.0000000000, propagate_forward_time: 67.7590484619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1335067749
validation[          , genome 14525] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       322.83066, best error:       312.49011 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 906.7460327148s, input_fired_time: 10.7963037491, output_fired_time: 9.9802427292, propagate_forward_time: 342.8012084961, propagate_backward_time: 530.9989013672, weight_update_time: 0.9645464420, other_time: 12.1693725586
epoch time: 71.6455383301s, input_fired_time: 1.3470680714, output_fired_time: 0.0000000000, propagate_forward_time: 68.0748672485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2236022949
validation[          , genome 14525] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       325.23355, best error:       312.49011 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 905.8045043945s, input_fired_time: 10.7638874054, output_fired_time: 9.9634294510, propagate_forward_time: 342.8341064453, propagate_backward_time: 530.2232055664, weight_update_time: 0.9513331056, other_time: 12.0198364258
epoch time: 71.7608795166s, input_fired_time: 1.3424062729, output_fired_time: 0.0000000000, propagate_forward_time: 68.1842880249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2341842651
validation[          , genome 14525] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       348.39642, best error:       312.49011 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 905.9774780273s, input_fired_time: 10.7643661499, output_fired_time: 9.9951610565, propagate_forward_time: 342.9089660645, propagate_backward_time: 530.1149902344, weight_update_time: 0.9576637149, other_time: 12.1939697266
epoch time: 71.8912582397s, input_fired_time: 1.3359372616, output_fired_time: 0.0000000000, propagate_forward_time: 68.4532470703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1020736694
validation[          , genome 14525] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       327.88043, best error:       312.49011 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 907.6947631836s, input_fired_time: 10.7627506256, output_fired_time: 9.9690513611, propagate_forward_time: 343.6893615723, propagate_backward_time: 531.3344116211, weight_update_time: 0.9456477165, other_time: 11.9391479492
epoch time: 74.0214462280s, input_fired_time: 1.3458261490, output_fired_time: 0.0000000000, propagate_forward_time: 70.6229934692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0526275635
validation[          , genome 14525] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       318.29578, best error:       312.49011 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 915.4030761719s, input_fired_time: 10.8989095688, output_fired_time: 10.0600996017, propagate_forward_time: 346.8395690918, propagate_backward_time: 535.3528442383, weight_update_time: 0.9603475928, other_time: 12.2516479492
epoch time: 71.4918899536s, input_fired_time: 1.3604695797, output_fired_time: 0.0000000000, propagate_forward_time: 67.9006271362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2307968140
validation[          , genome 14525] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       332.47046, best error:       312.49011 on epoch:    87, 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: 361.1294250488s, input_fired_time: 6.7863826752, output_fired_time: 0.0000000000, propagate_forward_time: 343.2798767090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.0631713867
best training[          , genome 14525] predictions:   50000/  50000 (100.00%), best:    9902/10000 (99.02%), error:       111.66376, best error:       312.49011 on epoch:    87, 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: 72.3853988647s, input_fired_time: 1.3385770321, output_fired_time: 0.0000000000, propagate_forward_time: 68.9344787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1123428345
   testing[          , genome 14525] predictions:    9907/  10000 (99.07%), best:    9902/10000 (99.02%), error:       294.09625, best error:       312.49011 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:34:07 (1060): called boinc_finish(0)

</stderr_txt>
]]>